refactor(integrations): shared agent plugin runtimes and native adapters (#7203)
This commit is contained in:
Kartik
@@ -8,7 +8,7 @@
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"name": "mem0",
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"source": {
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"source": "local",
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"path": "./integrations/mem0-plugin"
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"path": "./integrations/codex-plugin"
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},
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"policy": {
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"installation": "AVAILABLE",
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|
||||
@@ -12,7 +12,7 @@
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"name": "mem0",
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"source": "./integrations/claude-code-plugin",
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"description": "Cross-session memory and token savings for coding agents.",
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"version": "0.3.0"
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"version": "0.3.1"
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}
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]
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}
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@@ -8,7 +8,7 @@
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"name": "mem0",
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"source": {
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"source": "local",
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"path": "./integrations/mem0-plugin"
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"path": "./integrations/codex-plugin"
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},
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"policy": {
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"installation": "AVAILABLE",
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@@ -10,9 +10,9 @@
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"plugins": [
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{
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"name": "mem0",
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"source": "./integrations/mem0-plugin",
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"description": "Mem0 memory layer for AI applications. Add persistent memory, personalization, and semantic search.",
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"version": "0.2.15"
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"source": "./integrations/cursor-plugin",
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"description": "Cross-session memory and token savings for coding agents.",
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"version": "0.3.1"
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}
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]
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}
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+3
-3
@@ -18,9 +18,9 @@ Package workflows keep their own push-to-main and manual triggers. Their `pull_r
|
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| Python CLI | `cli-python-ci.yml` | Push to main (`cli/python/`), manual | Ruff + pytest + hatch build on Python 3.10, 3.11, 3.12 |
|
||||
| Node CLI | `cli-node-ci.yml` | Push to main (`cli/node/`), manual | Biome + tsc + vitest + tsup on Node 20, 22 |
|
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| OpenClaw | `openclaw-checks.yml` | Push to main (`integrations/openclaw/`), manual | tsc + vitest (Codecov) + tsup on Node 20, 22 |
|
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| Mem0 Plugin (legacy) | `mem0-plugin-checks.yml` | Push to main (`integrations/mem0-plugin/`, excluding `.opencode-plugin/`), manual | pytest + hook exec bits + JSON manifest validation on Python 3.10, 3.11, 3.12 |
|
||||
| Claude Code Plugin | `claude-code-plugin-checks.yml` | Push to main (`integrations/claude-code-plugin/`), manual | pytest + ruff + JSON manifest validation on Python 3.10, 3.11, 3.12 |
|
||||
| OpenCode Plugin | `opencode-plugin-checks.yml` | Push to main (`.opencode-plugin/`), manual | Bun: tsc + build + dist artifact check |
|
||||
| Agent Plugins Python | `agent-plugins-python-checks.yml` | Push to main (shared Python core and native/portable plugin directories), manual | Runtime tests on Python 3.10; full pytest on 3.11, 3.12; ruff + generated-package drift on 3.12 |
|
||||
| Agent Plugins TypeScript | `agent-plugins-typescript-checks.yml` | Push to main (`integrations/agent-plugin-core/typescript/`), manual | tsc + node:test on Node 22 |
|
||||
| OpenCode Plugin | `opencode-plugin-checks.yml` | Push to main (`integrations/opencode-plugin/`), manual | Bun: tsc + build + dist artifact check |
|
||||
| Pi Agent Plugin | `pi-agent-plugin-checks.yml` | Push to main (`integrations/pi-agent-plugin/`), manual | tsc + vitest + tsup on Node 20, 22 |
|
||||
| DeepSeek Harness Plugin | `deepseek-plugin-checks.yml` | Push to main (`integrations/deepseek-plugin/`), manual | tsc + vitest + tsup on Node 20, 22 |
|
||||
| n8n Node | `n8n-nodes-mem0-checks.yml` | Push to main (`integrations/n8n-nodes-mem0/`), manual | ESLint + tsc build on Node 20 |
|
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|
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@@ -0,0 +1,97 @@
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name: Agent Plugins Python Checks
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|
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# Python runtime, adapters, generated bundles, and portable plugin validation.
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# On PRs this is invoked by ci-gate.yml (the single required check);
|
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# push-to-main and manual runs remain standalone.
|
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on:
|
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workflow_dispatch:
|
||||
push:
|
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branches: [main]
|
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paths:
|
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- 'integrations/agent-plugin-core/**'
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- '!integrations/agent-plugin-core/typescript/**'
|
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- 'integrations/mem0-agent-plugin/**'
|
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- 'integrations/claude-code-plugin/**'
|
||||
- 'integrations/cursor-plugin/**'
|
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- 'integrations/codex-plugin/**'
|
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- 'integrations/kimi-plugin/**'
|
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- 'integrations/antigravity-plugin/**'
|
||||
- 'marketplace.json'
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- '.agents/plugins/marketplace.json'
|
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- '.claude-plugin/marketplace.json'
|
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- '.codex-plugin/marketplace.json'
|
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- '.cursor-plugin/marketplace.json'
|
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- '.kimi-plugin/marketplace.json'
|
||||
- '.github/workflows/agent-plugins-python-checks.yml'
|
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workflow_call:
|
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|
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jobs:
|
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test:
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runs-on: ubuntu-latest
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strategy:
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fail-fast: false
|
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matrix:
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python-version: ["3.10", "3.11", "3.12"]
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steps:
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- uses: actions/checkout@v4
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|
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- name: Set up Python ${{ matrix.python-version }}
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uses: actions/setup-python@v5
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with:
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python-version: ${{ matrix.python-version }}
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|
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- name: Install runtime test tooling
|
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if: matrix.python-version == '3.10'
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run: pip install pytest
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|
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- name: Install build and test tooling
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if: matrix.python-version != '3.10'
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run: pip install pytest ruff -r integrations/agent-plugin-core/requirements-dev.txt
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|
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- name: Check Python runtime compatibility
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run: >-
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python3 -m compileall -q
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integrations/agent-plugin-core/python
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integrations/claude-code-plugin/adapters
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integrations/cursor-plugin/hooks
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integrations/codex-plugin/hooks
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integrations/kimi-plugin/hooks
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integrations/antigravity-plugin/hooks
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- name: Lint
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if: matrix.python-version == '3.12'
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run: >-
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python3 -m ruff check
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integrations/agent-plugin-core
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integrations/claude-code-plugin
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integrations/cursor-plugin
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integrations/codex-plugin
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integrations/kimi-plugin
|
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integrations/antigravity-plugin
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|
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- name: Verify installable plugins are current
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if: matrix.python-version == '3.12'
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run: |
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for host in claude-code cursor codex kimi antigravity; do
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python3 integrations/agent-plugin-core/build/build.py "$host" --kind native --check
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done
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python3 integrations/agent-plugin-core/build/build.py mem0-agent-plugin --kind portable --check
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|
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- name: Run Python 3.10 runtime tests
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if: matrix.python-version == '3.10'
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run: >-
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python3 -m pytest -q
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integrations/claude-code-plugin/tests/test_memory_core.py
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||||
integrations/claude-code-plugin/tests/test_telemetry.py
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||||
|
||||
- name: Run full tests
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||||
if: matrix.python-version != '3.10'
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run: >-
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python3 -m pytest -q
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integrations/agent-plugin-core/tests
|
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integrations/claude-code-plugin/tests
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integrations/cursor-plugin/tests
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integrations/codex-plugin/tests
|
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integrations/kimi-plugin/tests
|
||||
integrations/antigravity-plugin/tests
|
||||
--ignore=integrations/claude-code-plugin/tests/integration
|
||||
@@ -0,0 +1,42 @@
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name: Agent Plugins TypeScript Checks
|
||||
|
||||
# Shared TypeScript runtime checks. Each consuming integration keeps its own
|
||||
# build workflow, which is also triggered when this shared core changes.
|
||||
on:
|
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workflow_dispatch:
|
||||
push:
|
||||
branches: [main]
|
||||
paths:
|
||||
- 'integrations/agent-plugin-core/typescript/**'
|
||||
- '.github/workflows/agent-plugins-typescript-checks.yml'
|
||||
workflow_call:
|
||||
|
||||
jobs:
|
||||
test:
|
||||
runs-on: ubuntu-latest
|
||||
steps:
|
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- uses: actions/checkout@v4
|
||||
|
||||
- name: Install pnpm
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uses: pnpm/action-setup@v4
|
||||
with:
|
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version: 10
|
||||
|
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- name: Set up Node.js
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uses: actions/setup-node@v4
|
||||
with:
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node-version: 22
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cache: 'pnpm'
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||||
cache-dependency-path: integrations/agent-plugin-core/typescript/pnpm-lock.yaml
|
||||
|
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- name: Install dependencies
|
||||
working-directory: integrations/agent-plugin-core/typescript
|
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run: pnpm install --frozen-lockfile
|
||||
|
||||
- name: Type check
|
||||
working-directory: integrations/agent-plugin-core/typescript
|
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run: pnpm typecheck
|
||||
|
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- name: Run tests
|
||||
working-directory: integrations/agent-plugin-core/typescript
|
||||
run: pnpm test
|
||||
@@ -38,8 +38,8 @@ jobs:
|
||||
cli_python: ${{ steps.filter.outputs.cli_python }}
|
||||
cli_node: ${{ steps.filter.outputs.cli_node }}
|
||||
openclaw: ${{ steps.filter.outputs.openclaw }}
|
||||
mem0_plugin: ${{ steps.filter.outputs.mem0_plugin }}
|
||||
claude_code_plugin: ${{ steps.filter.outputs.claude_code_plugin }}
|
||||
agent_plugins_python: ${{ steps.filter.outputs.agent_plugins_python }}
|
||||
agent_plugins_typescript: ${{ steps.filter.outputs.agent_plugins_typescript }}
|
||||
opencode_plugin: ${{ steps.filter.outputs.opencode_plugin }}
|
||||
pi_agent_plugin: ${{ steps.filter.outputs.pi_agent_plugin }}
|
||||
deepseek_plugin: ${{ steps.filter.outputs.deepseek_plugin }}
|
||||
@@ -76,27 +76,43 @@ jobs:
|
||||
- '.github/workflows/ci-gate.yml'
|
||||
openclaw:
|
||||
- 'integrations/openclaw/**'
|
||||
- 'integrations/agent-plugin-core/typescript/**'
|
||||
- '.github/workflows/openclaw-checks.yml'
|
||||
- '.github/workflows/ci-gate.yml'
|
||||
mem0_plugin:
|
||||
- 'integrations/mem0-plugin/**'
|
||||
- '!integrations/mem0-plugin/.opencode-plugin/**'
|
||||
- '.github/workflows/mem0-plugin-checks.yml'
|
||||
- '.github/workflows/ci-gate.yml'
|
||||
claude_code_plugin:
|
||||
agent_plugins_python:
|
||||
- 'integrations/agent-plugin-core/**'
|
||||
- '!integrations/agent-plugin-core/typescript/**'
|
||||
- 'integrations/mem0-agent-plugin/**'
|
||||
- 'integrations/claude-code-plugin/**'
|
||||
- '.github/workflows/claude-code-plugin-checks.yml'
|
||||
- 'integrations/cursor-plugin/**'
|
||||
- 'integrations/codex-plugin/**'
|
||||
- 'integrations/kimi-plugin/**'
|
||||
- 'integrations/antigravity-plugin/**'
|
||||
- 'marketplace.json'
|
||||
- '.agents/plugins/marketplace.json'
|
||||
- '.claude-plugin/marketplace.json'
|
||||
- '.codex-plugin/marketplace.json'
|
||||
- '.cursor-plugin/marketplace.json'
|
||||
- '.kimi-plugin/marketplace.json'
|
||||
- '.github/workflows/agent-plugins-python-checks.yml'
|
||||
- '.github/workflows/ci-gate.yml'
|
||||
agent_plugins_typescript:
|
||||
- 'integrations/agent-plugin-core/typescript/**'
|
||||
- '.github/workflows/agent-plugins-typescript-checks.yml'
|
||||
- '.github/workflows/ci-gate.yml'
|
||||
opencode_plugin:
|
||||
- 'integrations/mem0-plugin/.opencode-plugin/**'
|
||||
- 'integrations/opencode-plugin/**'
|
||||
- 'integrations/agent-plugin-core/typescript/**'
|
||||
- '.github/workflows/opencode-plugin-checks.yml'
|
||||
- '.github/workflows/ci-gate.yml'
|
||||
pi_agent_plugin:
|
||||
- 'integrations/pi-agent-plugin/**'
|
||||
- 'integrations/agent-plugin-core/typescript/**'
|
||||
- '.github/workflows/pi-agent-plugin-checks.yml'
|
||||
- '.github/workflows/ci-gate.yml'
|
||||
deepseek_plugin:
|
||||
- 'integrations/deepseek-plugin/**'
|
||||
- 'integrations/agent-plugin-core/typescript/**'
|
||||
- '.github/workflows/deepseek-plugin-checks.yml'
|
||||
- '.github/workflows/ci-gate.yml'
|
||||
n8n_nodes_mem0:
|
||||
@@ -160,18 +176,17 @@ jobs:
|
||||
uses: ./.github/workflows/openclaw-checks.yml
|
||||
secrets: inherit
|
||||
|
||||
mem0-plugin:
|
||||
name: Mem0 Plugin
|
||||
agent-plugins-python:
|
||||
name: Agent Plugins Python
|
||||
needs: changes
|
||||
if: needs.changes.outputs.mem0_plugin == 'true'
|
||||
uses: ./.github/workflows/mem0-plugin-checks.yml
|
||||
secrets: inherit
|
||||
if: needs.changes.outputs.agent_plugins_python == 'true'
|
||||
uses: ./.github/workflows/agent-plugins-python-checks.yml
|
||||
|
||||
claude-code-plugin:
|
||||
name: Claude Code Plugin
|
||||
agent-plugins-typescript:
|
||||
name: Agent Plugins TypeScript
|
||||
needs: changes
|
||||
if: needs.changes.outputs.claude_code_plugin == 'true'
|
||||
uses: ./.github/workflows/claude-code-plugin-checks.yml
|
||||
if: needs.changes.outputs.agent_plugins_typescript == 'true'
|
||||
uses: ./.github/workflows/agent-plugins-typescript-checks.yml
|
||||
secrets: inherit
|
||||
|
||||
opencode-plugin:
|
||||
@@ -248,8 +263,8 @@ jobs:
|
||||
- cli-python
|
||||
- cli-node
|
||||
- openclaw
|
||||
- mem0-plugin
|
||||
- claude-code-plugin
|
||||
- agent-plugins-python
|
||||
- agent-plugins-typescript
|
||||
- opencode-plugin
|
||||
- pi-agent-plugin
|
||||
- deepseek-plugin
|
||||
|
||||
@@ -1,46 +0,0 @@
|
||||
name: Claude Code Plugin Checks
|
||||
|
||||
# On PRs this is invoked by ci-gate.yml (the single required check);
|
||||
# push-to-main and manual runs remain standalone.
|
||||
on:
|
||||
workflow_dispatch:
|
||||
push:
|
||||
branches: [main]
|
||||
paths:
|
||||
- 'integrations/claude-code-plugin/**'
|
||||
- '.github/workflows/claude-code-plugin-checks.yml'
|
||||
workflow_call:
|
||||
|
||||
jobs:
|
||||
test:
|
||||
runs-on: ubuntu-latest
|
||||
strategy:
|
||||
fail-fast: false
|
||||
matrix:
|
||||
python-version: ["3.10", "3.11", "3.12"]
|
||||
steps:
|
||||
- uses: actions/checkout@v4
|
||||
|
||||
- name: Set up Python ${{ matrix.python-version }}
|
||||
uses: actions/setup-python@v5
|
||||
with:
|
||||
python-version: ${{ matrix.python-version }}
|
||||
|
||||
- name: Install test tooling
|
||||
run: pip install pytest ruff
|
||||
# The plugin itself has zero runtime dependencies — nothing else to install.
|
||||
|
||||
- name: Check manifests are valid JSON
|
||||
working-directory: integrations/claude-code-plugin
|
||||
run: |
|
||||
for f in .claude-plugin/plugin.json .mcp.json hooks/hooks.json; do
|
||||
jq empty "$f" || (echo "Invalid JSON: $f" && exit 1)
|
||||
done
|
||||
|
||||
- name: Lint
|
||||
working-directory: integrations/claude-code-plugin
|
||||
run: python3 -m ruff check .
|
||||
|
||||
- name: Run tests
|
||||
working-directory: integrations/claude-code-plugin
|
||||
run: python3 -m pytest tests -q
|
||||
@@ -8,6 +8,7 @@ on:
|
||||
branches: [main]
|
||||
paths:
|
||||
- 'integrations/deepseek-plugin/**'
|
||||
- 'integrations/agent-plugin-core/typescript/**'
|
||||
- '.github/workflows/deepseek-plugin-checks.yml'
|
||||
workflow_call:
|
||||
|
||||
@@ -84,7 +85,5 @@ jobs:
|
||||
- name: Build
|
||||
run: cd integrations/deepseek-plugin && pnpm build
|
||||
|
||||
- name: Verify dist output exists
|
||||
run: |
|
||||
test -f integrations/deepseek-plugin/dist/index.js || (echo "Build output missing: dist/index.js" && exit 1)
|
||||
test -f integrations/deepseek-plugin/dist/index.d.ts || (echo "Build output missing: dist/index.d.ts" && exit 1)
|
||||
- name: Verify package artifact
|
||||
run: python3 integrations/agent-plugin-core/conformance/artifacts.py deepseek
|
||||
|
||||
@@ -1,58 +0,0 @@
|
||||
name: Mem0 Plugin Checks
|
||||
|
||||
# On PRs this is invoked by ci-gate.yml (the single required check);
|
||||
# push-to-main and manual runs remain standalone.
|
||||
#
|
||||
# Covers the Python plugin (scripts/ + tests/). The nested .opencode-plugin/
|
||||
# is a separate package with its own workflow (opencode-plugin-checks.yml).
|
||||
on:
|
||||
workflow_dispatch:
|
||||
push:
|
||||
branches: [main]
|
||||
paths:
|
||||
- 'integrations/mem0-plugin/**'
|
||||
- '!integrations/mem0-plugin/.opencode-plugin/**'
|
||||
- '.github/workflows/mem0-plugin-checks.yml'
|
||||
workflow_call:
|
||||
|
||||
jobs:
|
||||
test:
|
||||
runs-on: ubuntu-latest
|
||||
strategy:
|
||||
fail-fast: false
|
||||
matrix:
|
||||
python-version: ["3.10", "3.11", "3.12"]
|
||||
steps:
|
||||
- uses: actions/checkout@v4
|
||||
|
||||
- name: Set up Python ${{ matrix.python-version }}
|
||||
uses: actions/setup-python@v5
|
||||
with:
|
||||
python-version: ${{ matrix.python-version }}
|
||||
|
||||
- name: Install dependencies
|
||||
working-directory: integrations/mem0-plugin
|
||||
run: |
|
||||
pip install -r requirements.txt
|
||||
pip install pytest
|
||||
|
||||
- name: Verify hook entry points are executable
|
||||
working-directory: integrations/mem0-plugin
|
||||
run: |
|
||||
missing=$(find scripts -name '*.sh' ! -name '_*' ! -perm -u+x -print)
|
||||
if [ -n "$missing" ]; then
|
||||
echo "Hook entry points must be executable:"
|
||||
echo "$missing"
|
||||
exit 1
|
||||
fi
|
||||
|
||||
- name: Check hook manifests are valid JSON
|
||||
working-directory: integrations/mem0-plugin
|
||||
run: |
|
||||
for f in plugin.json mcp_config.json hooks.json hooks/*.json; do
|
||||
jq empty "$f" || (echo "Invalid JSON: $f" && exit 1)
|
||||
done
|
||||
|
||||
- name: Run tests
|
||||
working-directory: integrations/mem0-plugin
|
||||
run: pytest -q
|
||||
@@ -8,6 +8,7 @@ on:
|
||||
branches: [main]
|
||||
paths:
|
||||
- 'integrations/openclaw/**'
|
||||
- 'integrations/agent-plugin-core/typescript/**'
|
||||
- '.github/workflows/openclaw-checks.yml'
|
||||
workflow_call:
|
||||
|
||||
@@ -93,7 +94,5 @@ jobs:
|
||||
- name: Build
|
||||
run: cd integrations/openclaw && pnpm build
|
||||
|
||||
- name: Verify dist output exists
|
||||
run: |
|
||||
test -f integrations/openclaw/dist/index.js || (echo "Build output missing: dist/index.js" && exit 1)
|
||||
test -f integrations/openclaw/dist/index.d.ts || (echo "Build output missing: dist/index.d.ts" && exit 1)
|
||||
- name: Verify package artifact
|
||||
run: python3 integrations/agent-plugin-core/conformance/artifacts.py openclaw
|
||||
|
||||
@@ -25,7 +25,7 @@ jobs:
|
||||
id-token: write
|
||||
defaults:
|
||||
run:
|
||||
working-directory: integrations/mem0-plugin/.opencode-plugin
|
||||
working-directory: integrations/opencode-plugin
|
||||
steps:
|
||||
- uses: actions/checkout@v4
|
||||
with:
|
||||
|
||||
@@ -7,7 +7,8 @@ on:
|
||||
push:
|
||||
branches: [main]
|
||||
paths:
|
||||
- 'integrations/mem0-plugin/.opencode-plugin/**'
|
||||
- 'integrations/opencode-plugin/**'
|
||||
- 'integrations/agent-plugin-core/typescript/**'
|
||||
- '.github/workflows/opencode-plugin-checks.yml'
|
||||
workflow_call:
|
||||
|
||||
@@ -16,7 +17,7 @@ jobs:
|
||||
runs-on: ubuntu-latest
|
||||
defaults:
|
||||
run:
|
||||
working-directory: integrations/mem0-plugin/.opencode-plugin
|
||||
working-directory: integrations/opencode-plugin
|
||||
steps:
|
||||
- uses: actions/checkout@v4
|
||||
|
||||
@@ -34,6 +35,6 @@ jobs:
|
||||
- name: Build
|
||||
run: bun run build
|
||||
|
||||
- name: Verify dist output exists
|
||||
run: |
|
||||
test -f dist/index.js || (echo "Build output missing: dist/index.js" && exit 1)
|
||||
- name: Verify package artifact
|
||||
working-directory: .
|
||||
run: python3 integrations/agent-plugin-core/conformance/artifacts.py opencode
|
||||
|
||||
@@ -8,6 +8,7 @@ on:
|
||||
branches: [main]
|
||||
paths:
|
||||
- 'integrations/pi-agent-plugin/**'
|
||||
- 'integrations/agent-plugin-core/typescript/**'
|
||||
- '.github/workflows/pi-agent-plugin-checks.yml'
|
||||
workflow_call:
|
||||
|
||||
@@ -84,9 +85,5 @@ jobs:
|
||||
- name: Build
|
||||
run: cd integrations/pi-agent-plugin && pnpm build
|
||||
|
||||
- name: Verify dist output exists
|
||||
run: |
|
||||
test -f integrations/pi-agent-plugin/dist/index.js || (echo "Build output missing: dist/index.js" && exit 1)
|
||||
test -f integrations/pi-agent-plugin/dist/index.d.ts || (echo "Build output missing: dist/index.d.ts" && exit 1)
|
||||
test -f integrations/pi-agent-plugin/dist/entry.js || (echo "Build output missing: dist/entry.js" && exit 1)
|
||||
test -f integrations/pi-agent-plugin/dist/entry.d.ts || (echo "Build output missing: dist/entry.d.ts" && exit 1)
|
||||
- name: Verify package artifact
|
||||
run: python3 integrations/agent-plugin-core/conformance/artifacts.py pi-agent
|
||||
|
||||
@@ -14,6 +14,10 @@ server/.env
|
||||
# Distribution / packaging
|
||||
.Python
|
||||
build/
|
||||
!integrations/agent-plugin-core/build/
|
||||
!integrations/agent-plugin-core/build/*.py
|
||||
!integrations/agent-plugin-core/build/schemas/
|
||||
!integrations/agent-plugin-core/build/schemas/*.json
|
||||
develop-eggs/
|
||||
dist/
|
||||
downloads/
|
||||
|
||||
@@ -5,11 +5,11 @@
|
||||
{
|
||||
"id": "mem0",
|
||||
"displayName": "Mem0",
|
||||
"version": "0.1.0",
|
||||
"description": "Persistent memory for Kimi Code. Remembers decisions, patterns, and preferences across sessions.",
|
||||
"version": "0.3.1",
|
||||
"description": "Cross-session memory and token savings for coding agents.",
|
||||
"homepage": "https://mem0.ai",
|
||||
"keywords": ["memory", "personalization", "mcp", "semantic-search"],
|
||||
"source": "https://github.com/mem0ai/mem0/tree/main/integrations/mem0-plugin"
|
||||
"source": "https://github.com/mem0ai/mem0/tree/main/integrations/kimi-plugin"
|
||||
}
|
||||
]
|
||||
}
|
||||
|
||||
@@ -14,7 +14,7 @@ This is a polyglot monorepo and **every package sets its own rules**. Read the `
|
||||
- Modify anything in `.github/workflows/` without explicit maintainer approval. Publishing credentials are pinned to workflow filenames.
|
||||
- Commit `.env` files, API keys, or credentials.
|
||||
- Skip pre-commit hooks.
|
||||
- Use npm or yarn in TypeScript packages. This repo is pnpm-only (Bun in `.opencode-plugin/`).
|
||||
- Use npm or yarn in TypeScript packages. This repo is pnpm-only (Bun in `integrations/opencode-plugin/`).
|
||||
- Use `require()` in TypeScript. ES module `import` syntax only.
|
||||
- Mix up linter configs. Root Python is ruff at line length **120**, `cli/python/` is ruff at **100**, `cli/node/` is Biome, `mem0-ts/` is Prettier, `integrations/vercel-ai-sdk/` is ESLint.
|
||||
- Add Python dependencies to the core `dependencies` list in `pyproject.toml`. Use an optional group.
|
||||
|
||||
@@ -2060,6 +2060,29 @@ A full-featured command-line interface for Mem0, available in both Python and No
|
||||
<Tabs>
|
||||
<Tab title="Mem0 Plugin">
|
||||
|
||||
<Update label="2026-09-08" description="Shared agent plugin runtime">
|
||||
|
||||
**Changed:**
|
||||
- Consolidated the coding-agent integrations into `integrations/agent-plugin-core/`: one Python runtime, one TypeScript utility library, and six canonical Python-plugin skill templates. Native adapters retain each host's event contracts and capabilities.
|
||||
- Python plugins ship generated, self-contained `core/` and `skills/` directories. Builds validate portable schemas and skills, parse native JSON, and reject generated-file drift, missing files, stale generated files, and symlinks. TypeScript packages bundle the shared source into their distributable JavaScript and verify their entry points.
|
||||
- Replaced the old `integrations/mem0-plugin/` layout with native host directories and one portable `integrations/mem0-agent-plugin/` package. Updated marketplace paths, installation guides, and integration-skill links. OpenCode now lives in `integrations/opencode-plugin/`.
|
||||
- Native Python plugins expose one local, read-only `search_memories` MCP tool and six skills: search, remember, forget, status, pause, and resume. The shared search tool no longer accepts `run_id`; session IDs remain internal metadata. This local tool is separate from the hosted Mem0 MCP server's tool set.
|
||||
|
||||
**Fixes:**
|
||||
- Hooks, controls, MCP servers, and detached workers use the same host-specific data directory. Detached workers retain the host identity and telemetry source; `--plugin-data-dir` reaches the shared resolver.
|
||||
- Session-end workers flush the conversation already captured by hooks. Repeated and concurrent response hooks no longer duplicate an answer, while identical answers after separate prompts are preserved.
|
||||
- Shared prompts and responses are redacted without the previous 6,000-character cutoff. Python extraction splits oversized messages without dropping text to enforce each request's input budget. Flush event selection and claims share one write transaction, delayed handoffs are replaced atomically, and permanent HTTP polling errors fail promptly.
|
||||
- Extraction instructions refer to the current coding agent. Python redaction covers JSON-shaped credentials; both telemetry runtimes recursively remove sensitive keys, including keys inside nested lists.
|
||||
- New Git repository writes use a hash of the remote identity in `agent_id`. Search and explicit shared-memory deletion include both current and legacy repository IDs within the repository's `app_id`. Existing memories are not rewritten. Legacy IDs retain their original ambiguity for matching owner/repository names on different Git hosts.
|
||||
|
||||
**Packaging:**
|
||||
- Claude Code, Cursor, Codex, Kimi, Antigravity, and the portable Python bundle are versioned at `0.3.1`. OpenCode, Pi Agent, and DeepSeek Harness are `0.3.0`; OpenClaw is `1.1.0`. Each host's changes and upgrade considerations are listed in its tab.
|
||||
- Python and TypeScript CI run their respective runtime suites. Package checks build the installable artifacts, check generated-file consistency, and reject TypeScript output that still imports monorepo source.
|
||||
|
||||
[#7203](https://github.com/mem0ai/mem0/pull/7203)
|
||||
|
||||
</Update>
|
||||
|
||||
<Update label="2026-08-24" description="mem0-plugin v0.2.15">
|
||||
|
||||
**Fixes:**
|
||||
@@ -2346,8 +2369,100 @@ Initial release of the Mem0 plugin for Claude Code and Cursor, followed by Codex
|
||||
|
||||
</Tab>
|
||||
|
||||
<Tab title="Claude Code">
|
||||
|
||||
<Update label="2026-09-08" description="Claude Code plugin v0.3.1">
|
||||
|
||||
**Changed:**
|
||||
- Extracted hook orchestration and memory behavior into the shared Python core; Claude transcript parsing remains in its native adapter. The installed package contains the generated runtime rather than importing files outside its plugin directory.
|
||||
- Preserves the public `mem0` name, hook declarations, MCP launch configuration, user configuration, and `mem0:sidekick` worktree behavior. The manifest and marketplace version advance from `0.3.0` to `0.3.1` so installations can identify the update.
|
||||
|
||||
**Fixes:**
|
||||
- Session-end extraction no longer appends a final answer already captured from the transcript while an earlier extraction was running.
|
||||
- Existing repository memories remain searchable after the shared-ID change; explicit shared-memory deletion also covers the legacy ID. Background workers and control skills consistently use Claude's data directory.
|
||||
- Receives the shared JSON-secret redaction and nested telemetry filtering fixes. The local search tool exposes query, result count, category, and scope without asking the agent for a session ID.
|
||||
|
||||
[#7203](https://github.com/mem0ai/mem0/pull/7203)
|
||||
|
||||
</Update>
|
||||
|
||||
</Tab>
|
||||
|
||||
<Tab title="Cursor">
|
||||
|
||||
<Update label="2026-09-08" description="Cursor plugin v0.3.1">
|
||||
|
||||
**Changed:**
|
||||
- Moves from the legacy shared editor-plugin directory to a native `integrations/cursor-plugin/` package with generated Python core and skills, Cursor variables, local MCP configuration, and a native Sidekick.
|
||||
- Translates Cursor conversation/workspace fields, response and summary fields, tool outcomes, and subagent lifecycle events into the shared runtime. The Sidekick searches memory itself because Cursor's subagent-start response cannot inject parent context.
|
||||
|
||||
**Fixes:**
|
||||
- Adapter errors are logged and exit successfully so a memory failure does not terminate the host hook. Sidekick telemetry reports zero parent-injected context because this host uses self-search.
|
||||
- Repeated response events and Stop/session-end capture do not duplicate the same answer.
|
||||
- Receives shared data-directory handling, background-worker identity, redaction, and legacy-memory retrieval fixes.
|
||||
|
||||
[#7203](https://github.com/mem0ai/mem0/pull/7203)
|
||||
|
||||
</Update>
|
||||
|
||||
</Tab>
|
||||
|
||||
<Tab title="Codex">
|
||||
|
||||
<Update label="2026-09-08" description="Codex plugin v0.3.1">
|
||||
|
||||
**Changed:**
|
||||
- Moves from the legacy shared editor-plugin directory to a native `integrations/codex-plugin/` package, with generated Python core and six skills, a local search MCP server, and native lifecycle hooks.
|
||||
- Resolves MCP repository searches from Codex workspace metadata when supplied. Control skills, hooks, and workers use the same plugin data directory.
|
||||
- Native subagent start/stop hooks supply parent-retrieved memory context and record completions for every native subagent. Named custom agents remain project/user configuration; the plugin does not distribute a named Codex Sidekick.
|
||||
|
||||
**Fixes:**
|
||||
- Receives shared credential redaction, legacy-memory retrieval, background-worker identity, and duplicate-response fixes. Codex tool outcomes use available structured failure indicators; missing outcome information is recorded as unknown.
|
||||
|
||||
[#7203](https://github.com/mem0ai/mem0/pull/7203)
|
||||
|
||||
</Update>
|
||||
|
||||
</Tab>
|
||||
|
||||
<Tab title="Agent Plugins v1">
|
||||
|
||||
<Update label="2026-09-08" description="Portable Mem0 plugin v0.3.1">
|
||||
|
||||
**Added:**
|
||||
- One portable package at `integrations/mem0-agent-plugin/`, using the Agent Plugins 1.0.0 root `plugin.json`, `mcp.json`, and fixed `skills/` locations.
|
||||
- Ships a local, read-only `search_memories` server and the six shared memory skills. Uses `PLUGIN_ROOT` for bundled files and `PLUGIN_DATA` for persistent plugin state; all package files remain inside the installable directory.
|
||||
|
||||
**Packaging:**
|
||||
- Generated from the shared Python runtime and skill templates. Builds validate the manifest, MCP configuration, skills, and generated-file consistency.
|
||||
- Host lifecycle hooks and native Sidekick declarations remain in the native plugin packages; the portable package does not claim automatic lifecycle capture or host-specific subagent isolation.
|
||||
|
||||
[#7203](https://github.com/mem0ai/mem0/pull/7203)
|
||||
|
||||
</Update>
|
||||
|
||||
</Tab>
|
||||
|
||||
<Tab title="OpenCode">
|
||||
|
||||
<Update label="2026-09-08" description="OpenCode plugin v0.3.0">
|
||||
|
||||
**Changed:**
|
||||
- Moved the source from `integrations/mem0-plugin/.opencode-plugin/` to `integrations/opencode-plugin/`, retaining the `@mem0/opencode-plugin` package name and native OpenCode hooks.
|
||||
- Reuses shared conversation preparation, redaction, scoping, and telemetry. Builds a self-contained Bun/ESM `dist/index.js` and publishes its TypeScript entry declaration.
|
||||
- Global memory tool scope requires the user to enable it in plugin settings first; empty and wildcard identities are rejected.
|
||||
- Retains the seven commands for context loading, search, remember, forget, scope, status, and tour; bundled skills continue loading through OpenCode's native configuration.
|
||||
|
||||
**Removed:**
|
||||
- Removed auto-Dream consolidation, its gates and state handling, and the Dream and pin skills/commands. Existing configurations and workflows that use these features must be updated.
|
||||
|
||||
**Builds:**
|
||||
- Updated build and publish paths for the relocated source directory; the existing release tag prefix and publishing workflow filename are unchanged.
|
||||
|
||||
[#7203](https://github.com/mem0ai/mem0/pull/7203)
|
||||
|
||||
</Update>
|
||||
|
||||
<Update label="2026-07-22" description="OpenCode plugin v0.2.2">
|
||||
|
||||
**Fixes:**
|
||||
@@ -2428,6 +2543,22 @@ Initial release of the Mem0 plugin for Claude Code and Cursor, followed by Codex
|
||||
|
||||
<Tab title="Antigravity">
|
||||
|
||||
<Update label="2026-09-08" description="Antigravity plugin v0.3.1">
|
||||
|
||||
**Changed:**
|
||||
- Ships a native package with generated Python core and six skills, a local search MCP server, a Sidekick declaration, and an adapter for `PreInvocation`, `PostToolUse`, and `Stop`.
|
||||
- Normalizes conversation IDs, transcript paths, workspace paths, tool calls, and errors. The adapter captures all completed user/assistant transcript messages incrementally, including later-turn intent, without replaying earlier messages.
|
||||
- Sidekick searches Mem0 itself; this plugin does not provide Claude Code's worktree isolation.
|
||||
|
||||
**Fixes and host limitations:**
|
||||
- Accepts `MEM0_CWD` as an explicit workspace fallback when the host omits `workspacePaths`. Skips capture when neither is available, rather than writing under an unrelated directory.
|
||||
- Documents global MCP registration with `agy mcp add` when the host does not register the plugin-scoped server. Recall on the initial invocation depends on the host providing a prompt or readable transcript.
|
||||
- Receives the shared data-directory, redaction, legacy-memory retrieval, and duplicate-response fixes.
|
||||
|
||||
[#7203](https://github.com/mem0ai/mem0/pull/7203)
|
||||
|
||||
</Update>
|
||||
|
||||
<Update label="2026-08-24" description="Antigravity plugin v0.1.7">
|
||||
|
||||
**Fixes:**
|
||||
@@ -2504,6 +2635,24 @@ Existing memories written by the previous versions are not rewritten. If your me
|
||||
|
||||
<Tab title="Kimi">
|
||||
|
||||
<Update label="2026-09-08" description="Kimi Code plugin v0.3.1">
|
||||
|
||||
**Changed:**
|
||||
- Ships a self-contained native package with six skills, nine lifecycle hooks, a local search MCP server, and a native Sidekick declaration. Added a dedicated installation and troubleshooting guide.
|
||||
- Translates Kimi's session, prompt, tool, compaction, shutdown, and subagent events into the shared Python runtime. Sidekicks receive parent memory context through Kimi's native lifecycle.
|
||||
|
||||
**Fixes:**
|
||||
- Recovers completed assistant output from Kimi's indexed v2 wire transcript when Stop events omit the response text. Repeated Sidekick invocations receive distinct run identifiers. Stops without a host ID are left uncorrelated when multiple matching runs are active, preserving their responses without assigning them to the wrong run.
|
||||
- Keeps controls, hooks, MCP, and detached workers on the same Kimi data directory and preserves host identity in background workers.
|
||||
- Receives the shared redaction, legacy-memory retrieval, and duplicate-response fixes.
|
||||
|
||||
**Host compatibility:**
|
||||
- Documents `CHOKIDAR_USEPOLLING=1` for the observed macOS watcher issue. Filesystem isolation remains Kimi's responsibility.
|
||||
|
||||
[#7203](https://github.com/mem0ai/mem0/pull/7203)
|
||||
|
||||
</Update>
|
||||
|
||||
<Update label="2026-08-24" description="kimi-plugin v0.1.0">
|
||||
|
||||
**Initial release** of the Mem0 plugin for Kimi Code, sharing its scripts, skills, and marketplace listing with the Claude Code / Cursor / Codex / Antigravity plugin family ([#6919](https://github.com/mem0ai/mem0/pull/6919))
|
||||
@@ -2520,6 +2669,23 @@ Existing memories written by the previous versions are not rewritten. If your me
|
||||
|
||||
<Tab title="OpenClaw">
|
||||
|
||||
<Update label="2026-09-08" description="openclaw-mem0 v1.1.0">
|
||||
|
||||
**Changed:**
|
||||
- Reuses shared conversation preparation, redaction, and telemetry while retaining OpenClaw's native memory backend, tools, CLI, and Platform/OSS modes.
|
||||
- Continues to publish a self-contained ESM package under `@mem0/openclaw-mem0`; the plugin manifest and package version now agree.
|
||||
|
||||
**Removed:**
|
||||
- Removed Dream consolidation: automatic scheduling and locking, `openclaw mem0 dream`, Dream configuration, the memory-dream skill, and Dream-state public artifacts. Triage, recall, and memory/entity artifacts remain available. Update configurations or integrations that use the removed Dream surface.
|
||||
|
||||
**Fixes:**
|
||||
- `openclaw mem0 status` handles an unconfigured installation without crashing and directs users to setup.
|
||||
- Telemetry removes sensitive properties recursively and uses the shared failure-safe delivery implementation.
|
||||
|
||||
[#7203](https://github.com/mem0ai/mem0/pull/7203)
|
||||
|
||||
</Update>
|
||||
|
||||
<Update label="2026-08-24" description="openclaw-mem0 v1.0.16">
|
||||
|
||||
**Security:**
|
||||
@@ -2790,6 +2956,24 @@ Existing memories written by the previous versions are not rewritten. If your me
|
||||
|
||||
<Tab title="Pi Agent">
|
||||
|
||||
<Update label="2026-09-08" description="Pi Agent plugin v0.3.0">
|
||||
|
||||
**Changed:**
|
||||
- Reuses shared conversation preparation, memory formatting, project/session/global scope utilities, and telemetry while preserving Pi's native extension API and `@mem0/pi-agent-plugin` package name.
|
||||
- Pi loads the built `dist/entry.js` extension instead of executing source TypeScript from an installed package. Builds also publish the library entry point and declarations.
|
||||
|
||||
**Removed:**
|
||||
- Removed Dream consolidation and pin commands, skills, configuration, types, and exports. The remaining commands are remember, search, forget, tour, scope, and status. Update integrations that import removed APIs or invoke removed commands.
|
||||
|
||||
**Fixes:**
|
||||
- Global memory tool scope requires the user to select `/mem0-scope global` or configure a global default first. Empty and wildcard identities are rejected.
|
||||
- Memory update and delete accept the `mem0:<uuid>` and `[mem0:<uuid>]` citations displayed in tool results, as well as raw IDs.
|
||||
- Shared capture preparation filters conversation roles and redacts content; telemetry removes sensitive keys inside nested structures.
|
||||
|
||||
[#7203](https://github.com/mem0ai/mem0/pull/7203)
|
||||
|
||||
</Update>
|
||||
|
||||
<Update label="2026-08-24" description="Pi Agent plugin v0.1.5">
|
||||
|
||||
**Security:**
|
||||
@@ -2885,6 +3069,23 @@ Existing memories written by the previous versions are not rewritten. If your me
|
||||
|
||||
<Tab title="DeepSeek Harness">
|
||||
|
||||
<Update label="2026-09-08" description="deepseek-plugin v0.3.0">
|
||||
|
||||
**Added:**
|
||||
- Automatic recall during `system-prompt/assemble`, using the latest human prompt and avoiding repeated context injection within a session.
|
||||
- Automatic capture from the durable `session/event` stream after a completed turn. Interrupted or incomplete turns are not sent through this automatic capture path. `autoRecall` and `autoCapture` default to `true` and can be disabled.
|
||||
|
||||
**Changed:**
|
||||
- Reuses shared lifecycle, redaction, identity, and telemetry utilities while retaining the explicit `search_memory` and `add_memory` tools and their per-call agent/session scope. Cross-user `userId` overrides now require operator opt-in with `allowUserOverride: true`.
|
||||
- Publishes a self-contained ESM artifact under `@mem0/deepseek-plugin`; native Harness services and the Mem0 SDK remain external dependencies. Plugin cleanup remains tied to the native Cordis lifecycle.
|
||||
|
||||
**Host compatibility:**
|
||||
- Supports the declared Harness runtime dependencies and documents the macOS watcher workaround. The plugin does not bundle a named Sidekick or provide child filesystem isolation.
|
||||
|
||||
[#7203](https://github.com/mem0ai/mem0/pull/7203)
|
||||
|
||||
</Update>
|
||||
|
||||
<Update label="2026-08-25" description="deepseek-plugin v0.1.1">
|
||||
|
||||
**New Features:**
|
||||
|
||||
@@ -373,6 +373,7 @@
|
||||
"integrations/claude-ai",
|
||||
"integrations/cursor",
|
||||
"integrations/codex",
|
||||
"integrations/kimi",
|
||||
"integrations/opencode",
|
||||
"integrations/antigravity"
|
||||
]
|
||||
|
||||
@@ -1,16 +1,20 @@
|
||||
---
|
||||
title: Antigravity
|
||||
description: "Add persistent memory to Google Antigravity with the Mem0 plugin: MCP server, lifecycle hooks, and slash commands."
|
||||
description: "Add persistent memory to Google Antigravity with the Mem0 plugin: a search tool, lifecycle hooks, and memory skills."
|
||||
---
|
||||
|
||||
Add persistent memory to [**Google Antigravity**](https://antigravity.google) (`agy` CLI and Desktop IDE) with the Mem0 plugin. Your agent forgets everything between sessions. Mem0 fixes that by storing decisions, preferences, and learnings so they carry over automatically.
|
||||
Add persistent memory to [**Google Antigravity**](https://antigravity.google) (`agy` CLI and Desktop IDE) with the Mem0 plugin. The plugin captures completed work, and Antigravity can search those memories in later sessions.
|
||||
|
||||
<Info>Current plugin version: `0.3.1`.</Info>
|
||||
|
||||
## Prerequisites
|
||||
|
||||
1. A Mem0 API key (starts with `m0-`):
|
||||
- <a href="https://app.mem0.ai/dashboard/api-keys?utm_source=oss&utm_medium=integration-antigravity">Get your API key</a> (free sign-up at <a href="https://app.mem0.ai?utm_source=oss&utm_medium=integration-antigravity">app.mem0.ai</a>)
|
||||
|
||||
2. Add it to your shell profile so it persists across sessions:
|
||||
2. Python 3.10 or newer available as `python3`
|
||||
|
||||
3. Add the key to your shell profile so it persists across sessions:
|
||||
|
||||
<CodeGroup>
|
||||
```bash zsh
|
||||
@@ -26,22 +30,33 @@ echo 'export MEM0_API_KEY="m0-your-api-key"' >> ~/.bashrc && source ~/.bashrc
|
||||
|
||||
**Option A: degit** (recommended):
|
||||
|
||||
<Warning>
|
||||
When upgrading an existing installation, move `~/.gemini/config/plugins/mem0` aside first. Installing over that directory can leave obsolete files from older plugin versions.
|
||||
</Warning>
|
||||
|
||||
```bash
|
||||
# Install the plugin (MCP server, hooks, scripts)
|
||||
npx degit mem0ai/mem0/integrations/mem0-plugin ~/.gemini/config/plugins/mem0
|
||||
npx degit mem0ai/mem0/integrations/antigravity-plugin ~/.gemini/config/plugins/mem0
|
||||
```
|
||||
|
||||
This installs the MCP server, lifecycle hooks, and shared scripts.
|
||||
This installs the generated Antigravity bundle with the Mem0 server, lifecycle hooks, and six memory skills.
|
||||
|
||||
## What's Included
|
||||
|
||||
| Component | Included |
|
||||
|-----------|:--------:|
|
||||
| MCP Server (9 memory tools) | Yes |
|
||||
| Local MCP Server (`search_memories`) | Yes |
|
||||
| Lifecycle Hooks | Yes |
|
||||
| 16 Slash Commands | Yes |
|
||||
| 6 Memory Skills | Yes |
|
||||
| Sidekick Agent | Yes |
|
||||
|
||||
## Available MCP Tools
|
||||
## Memory tools and skills
|
||||
|
||||
The full plugin exposes a focused `search_memories` tool and captures completed work through lifecycle hooks. Six skills provide search, status, remember, forget, pause, and resume workflows. A native sidekick can handle a bounded task in the workspace assigned by Antigravity; it does not claim Claude Code worktree isolation.
|
||||
|
||||
If you need the full set of direct CRUD tools, connect the [hosted Mem0 MCP server](/platform/mem0-mcp) separately instead of installing both configurations under the same server name.
|
||||
|
||||
## Hosted MCP tools
|
||||
|
||||
| Tool | Description |
|
||||
|------|-------------|
|
||||
@@ -57,23 +72,46 @@ This installs the MCP server, lifecycle hooks, and shared scripts.
|
||||
|
||||
## Lifecycle Hooks
|
||||
|
||||
The plugin uses the same shell scripts as Claude Code, Cursor, and Codex: hooks bridge environment variables using `${extensionPath}` (Antigravity's plugin-root token).
|
||||
The plugin translates Antigravity events into the shared Mem0 capture lifecycle.
|
||||
|
||||
| Hook | Event | What it does |
|
||||
|------|-------|-------------|
|
||||
| **Session start** | `SessionStart` | Loads prior memories and displays status banner |
|
||||
| **User prompt** | `UserPromptSubmit` | Searches relevant memories before each message |
|
||||
| **Pre-tool** | `PreToolUse` | Blocks MEMORY.md writes, enforces `user_id`/`app_id` on mem0 tools |
|
||||
| **Post-tool** | `PostToolUse` | Tracks stats, scans bash errors for related memories |
|
||||
| **Stop** | `Stop` | Stores a session summary at the end of every assistant turn (not just at session end) |
|
||||
| **Invocation** | `PreInvocation` | Initializes the first invocation and recovers pending capture |
|
||||
| **Post-tool** | `PostToolUse` | Records useful tool results and failures |
|
||||
| **Stop** | `Stop` | Captures the completed exchange for a later session |
|
||||
|
||||
What you type is stored as yours. What the agent produces (session summaries and compaction summaries) is stored as the assistant's, so its suggestions never become your stated preferences.
|
||||
Recall is explicit through `search_memories` and the search skill. The current Antigravity adapter does not inject query-specific memory during `PreInvocation` because that event does not include the user's prompt.
|
||||
|
||||
What you type is stored as yours. Captured agent summaries are stored as the assistant's, so its suggestions never become your stated preferences.
|
||||
|
||||
## Antigravity 1.1.25 workarounds
|
||||
|
||||
Antigravity 1.1.25 can validate a plugin's `mcp_config.json` without loading the server. Check whether Mem0 is registered:
|
||||
|
||||
```bash
|
||||
agy mcp list
|
||||
```
|
||||
|
||||
If `mem0` is absent, register the plugin's bundled server with Antigravity's supported global MCP command, then start a new session:
|
||||
|
||||
```bash
|
||||
agy mcp add mem0 python3 ~/.gemini/config/plugins/mem0/core/mcp_server.py
|
||||
```
|
||||
|
||||
The same release can send hooks with an empty `workspacePaths` array. For the `agy` CLI, pass the current repository explicitly:
|
||||
|
||||
```bash
|
||||
MEM0_CWD="$PWD" agy
|
||||
```
|
||||
|
||||
The adapter uses `MEM0_CWD` only when Antigravity omits the workspace. If neither value is available, it skips recall and capture instead of writing memories under an incorrect repository scope.
|
||||
|
||||
## Troubleshooting
|
||||
|
||||
- **No tools appearing**: Restart your Antigravity session after installation
|
||||
- **"Connection failed"**: Verify your key is set: `echo $MEM0_API_KEY`
|
||||
- **MCP 401 Unauthorized**: If `${MEM0_API_KEY}` interpolation doesn't work in your `agy` version, replace with your literal key in `mcp_config.json`
|
||||
- **No `mem0` entry in `agy mcp list`**: Use the Antigravity 1.1.25 global MCP registration command above
|
||||
- **Hooks do not capture in the CLI**: Launch `agy` with `MEM0_CWD="$PWD"`
|
||||
- **"Connection failed"**: Verify your key is set without printing it: `test -n "$MEM0_API_KEY" && echo configured`
|
||||
|
||||
<CardGroup cols={2}>
|
||||
<Card title="Mem0 MCP Setup" icon="puzzle-piece" href="/platform/mem0-mcp">
|
||||
|
||||
@@ -5,6 +5,8 @@ description: "Persistent cross-session memory for Claude Code. Install once, mem
|
||||
|
||||
Claude Code forgets everything between sessions. This plugin fixes that. Install it, work normally, and Claude remembers what happened across sessions.
|
||||
|
||||
<Info>Current plugin version: `0.3.1`.</Info>
|
||||
|
||||
## Prerequisites
|
||||
|
||||
1. A Mem0 Platform account and API key (starts with `m0-`):
|
||||
@@ -71,6 +73,8 @@ Review its result and send any corrections back to the same sidekick.
|
||||
|
||||
Changes stay in the sidekick's worktree until the main agent reviews and copies them over. By default the worktree branches from the repo's default branch. Set `worktree.baseRef` to `"head"` in your Claude settings to branch from the current commit instead. Uncommitted changes are not copied into the sidekick's worktree.
|
||||
|
||||
At startup, Sidekick receives the memories already recalled for its parent session. It can also call the Mem0 search tool for its assigned task. Start and completion hooks track its work locally; completing a Sidekick task does not independently send a memory-extraction request. Sidekick returns its result, validation, and a local commit when it changes files, so the main agent can review the work before incorporating it.
|
||||
|
||||
## How it works
|
||||
|
||||
The plugin follows a simple cycle: capture during a session, extract memories in the background, recall in the next session.
|
||||
@@ -81,11 +85,11 @@ The plugin follows a simple cycle: capture during a session, extract memories in
|
||||
|
||||
**Step by step:**
|
||||
|
||||
1. **Capture.** Hooks save the main agent's activity locally: user messages, Claude's answers, changed files, and short test/build results. Subagent (sidekick) output is excluded. No model calls, no blocking.
|
||||
1. **Capture.** Hooks save the main agent's activity locally: user messages, Claude's answers, changed files, and short test/build results. Direct Sidekick lifecycle records stay local. Subagent results included in the main transcript can provide supporting evidence for extraction; the main agent's final response establishes the outcome. Capture does not call a model.
|
||||
|
||||
2. **Flush.** After every five completed exchanges, a detached background worker sends that batch to Mem0. Large exchanges flush sooner. Ending or compacting the session flushes anything remaining. If the session sits idle, an auto-flush runs after five minutes (configurable with `MEM0_CODE_IDLE_FLUSH_SECONDS`). The timer resets on each new exchange. The worker survives Claude Code exiting.
|
||||
|
||||
3. **Extract.** Each flush sends a single `add` call with `agent_id` (the project identity), `user_id` (you), `app_id` (the repository), and `run_id` (the session). Mem0 classifies each extracted memory as shared project knowledge or a personal preference.
|
||||
3. **Extract.** Each flush sends `add` calls with `agent_id` (the project identity), `user_id` (you), `app_id` (the repository), and `run_id` (the session). Prompts and responses are redacted without a character cutoff. Large conversations are split across requests without dropping message text. Mem0 classifies each extracted memory as shared project knowledge or a personal preference.
|
||||
|
||||
4. **Recall.** On the next session's first prompt, the plugin searches automatically and supplies up to five relevant memories. No model is called to write the query.
|
||||
|
||||
@@ -110,10 +114,14 @@ Every memory carries identifiers showing where it came from:
|
||||
| Identifier | What it is | Example |
|
||||
| --- | --- | --- |
|
||||
| `user_id` | You (personal memory only) | Your Mem0 user ID |
|
||||
| `agent_id` | The project identity (shared memory only) | `acme-payments-api` |
|
||||
| `agent_id` | The project identity (shared memory only) | `acme-payments-api-<hash>` |
|
||||
| `app_id` | The repository (scopes both lanes) | `acme-payments-api` |
|
||||
| `run_id` | The Claude Code session | The session ID |
|
||||
|
||||
New Git repository memories use an `agent_id` with a hash of the Git remote identity so matching owner/repository names on different hosts stay separate. Searches also include the previous unhashed `agent_id`, scoped by the repository's `app_id`, so existing shared memories remain available after upgrading. Those older memories retain their original namespace, which did not distinguish Git hosts. Local folders continue using a hash of their path.
|
||||
|
||||
Explicitly forgetting shared project memory with `--include-project-memory` covers both repository IDs. Without that option, shared memories are preserved.
|
||||
|
||||
A search returns the union of shared project memory and your personal preferences. The scope narrows the project part:
|
||||
|
||||
| Scope | What you get |
|
||||
@@ -124,7 +132,7 @@ A search returns the union of shared project memory and your personal preference
|
||||
|
||||
The `dir` scope is hierarchical: a parent directory sees everything in its children, but a child never sees the parent's memories.
|
||||
|
||||
Pass `--run-id <session-id>` to see only what one specific session recorded. Set the default scope with the `search_scope` setting or `MEM0_CODE_SEARCH_SCOPE` env var.
|
||||
The search tool accepts an optional `run_id` with every scope (`repo`, `dir`, and `mine`); `/mem0:search` exposes it as `--run-id session-id`. It restricts both shared and personal results to memories saved in that coding-agent session. Omit it to search across sessions. This is a memory filter, not a label for the session making the request; automatically filtering by the current session would hide earlier-session memories. Each memory update still records the session's `run_id`. Set the default scope with the `search_scope` setting or `MEM0_CODE_SEARCH_SCOPE` env var.
|
||||
|
||||
## Settings
|
||||
|
||||
|
||||
+26
-32
@@ -1,9 +1,11 @@
|
||||
---
|
||||
title: Codex
|
||||
description: "Add persistent memory to OpenAI Codex with the Mem0 plugin: MCP server, lifecycle hooks, and SDK skill."
|
||||
description: "Add persistent memory to OpenAI Codex with automatic capture, automatic recall, a search tool, and six memory skills."
|
||||
---
|
||||
|
||||
Add persistent memory to [**OpenAI Codex**](https://openai.com/codex/) with the Mem0 plugin. Codex forgets everything between tasks. This plugin fixes that by connecting to Mem0's cloud memory layer via MCP, automatically capturing learnings at key lifecycle points, and retrieving relevant context before every response.
|
||||
Add persistent memory to [**OpenAI Codex**](https://openai.com/index/codex/) with the Mem0 plugin. Codex forgets everything between tasks. This plugin fixes that by connecting to Mem0's cloud memory layer via MCP, automatically capturing learnings at key lifecycle points, and retrieving relevant context before every response.
|
||||
|
||||
<Info>Current plugin version: `0.3.1`.</Info>
|
||||
|
||||
## Prerequisites
|
||||
|
||||
@@ -15,7 +17,9 @@ Before setting up Mem0 with Codex, ensure you have:
|
||||
|
||||
2. OpenAI Codex access
|
||||
|
||||
3. Your API key added to your shell profile (persists across sessions):
|
||||
3. Python 3.10 or newer available as `python3`
|
||||
|
||||
4. Your API key added to your shell profile (persists across sessions):
|
||||
|
||||
<CodeGroup>
|
||||
```bash zsh
|
||||
@@ -33,7 +37,7 @@ source ~/.bashrc
|
||||
|
||||
### Option A: Plugin Marketplace (Recommended)
|
||||
|
||||
Install the full plugin including MCP server, lifecycle hooks, and SDK skill.
|
||||
Install the full plugin, including automatic capture and recall, the `search_memories` tool, and six memory skills.
|
||||
|
||||
1. Add the Mem0 marketplace:
|
||||
|
||||
@@ -88,7 +92,7 @@ codex plugin marketplace remove mem0-plugins # unregister the marketplace enti
|
||||
To update, run `codex plugin marketplace upgrade` to pull the latest from the Mem0 repo.
|
||||
|
||||
<Info icon="check">
|
||||
After either option, start a new Codex task and ask: *"List my mem0 entities"* or *"Search my memories for hello"*. If the `mem0` tools appear and respond, you're all set.
|
||||
After Option A, ask Codex to search memory for a recent project decision. After Option B, ask it to list your Mem0 entities. If the matching tool responds, the connection is ready.
|
||||
</Info>
|
||||
|
||||
## Codex Cloud
|
||||
@@ -106,13 +110,16 @@ Lifecycle hooks that shell out to local scripts (Option A) are not applicable in
|
||||
|
||||
| Component | Plugin Install | MCP Only |
|
||||
|-----------|:--------------:|:--------:|
|
||||
| MCP Server (9 memory tools) | Yes | Yes |
|
||||
| Lifecycle Hooks | Opt-in (see below) | No |
|
||||
| Mem0 SDK Skill | Yes | No |
|
||||
| Memory tools | `search_memories` | 9 CRUD tools |
|
||||
| Lifecycle hooks | Yes | No |
|
||||
| Native subagent memory lifecycle | Yes | No |
|
||||
| Memory skills | 6 | No |
|
||||
|
||||
## Available MCP Tools
|
||||
Codex plugins cannot currently bundle a named custom agent. If you define project or user agents under `.codex/agents/` or `~/.codex/agents/`, the full Mem0 plugin gives every native subagent the parent turn's retrieved memory context and records its completed result.
|
||||
|
||||
Once installed, the following tools are available in every Codex session:
|
||||
## Direct MCP tools
|
||||
|
||||
Option B exposes the following hosted tools. The full plugin in Option A uses the focused `search_memories` tool and captures writes through lifecycle hooks.
|
||||
|
||||
| Tool | Description |
|
||||
|------|-------------|
|
||||
@@ -126,33 +133,20 @@ Once installed, the following tools are available in every Codex session:
|
||||
| `delete_entities` | Delete a user/agent/app/run entity and its memories |
|
||||
| `list_entities` | List users/agents/apps/runs stored in Mem0 |
|
||||
|
||||
## Lifecycle Hooks
|
||||
## Lifecycle hooks
|
||||
|
||||
Unlike Claude Code, Codex has no plugin-host mechanism for auto-wiring hooks from an installed plugin: it only reads hooks from `~/.codex/hooks.json` (or `<repo>/.codex/hooks.json`). Installing the plugin (Option A) does **not** turn hooks on by itself. To enable them, run the bundled installer once against your local clone:
|
||||
|
||||
```bash
|
||||
python3 <path-to-your-clone>/integrations/mem0-plugin/scripts/install_codex_hooks.py
|
||||
```
|
||||
|
||||
This merges Mem0's entries into `~/.codex/hooks.json` and is idempotent (safe to re-run after upgrading). It also requires the `codex_hooks` feature flag in `~/.codex/config.toml`:
|
||||
|
||||
```toml
|
||||
[features]
|
||||
codex_hooks = true
|
||||
```
|
||||
|
||||
The installer prints a reminder if the flag isn't set. Restart Codex after installing hooks or editing the config. To remove: `python3 .../install_codex_hooks.py --uninstall`.
|
||||
|
||||
Once enabled, Mem0 hooks into Codex's lifecycle to automatically manage memory:
|
||||
Option A registers the hooks with the plugin. No separate hook installer or global `hooks.json` edit is required.
|
||||
|
||||
| Hook | Event | What it does |
|
||||
|------|-------|-------------|
|
||||
| **Session start** | `SessionStart` | Loads prior memories and displays status banner |
|
||||
| **User prompt** | `UserPromptSubmit` | Searches relevant memories before each message |
|
||||
| **Pre-tool (3 handlers)** | `PreToolUse` | Blocks MEMORY.md writes; enforces `user_id`/`app_id` on mem0 tool calls; scans files being read for relevant memory context |
|
||||
| **Post-tool** | `PostToolUse` | Tracks stats, scans bash errors for related memories |
|
||||
| **Stop** | `Stop` | Stores a session summary at the end of every assistant turn (not just at session end) |
|
||||
| **Pre-compact** | `PreCompact` | Stores a summary before the context is compacted |
|
||||
| **Post-tool** | `PostToolUse` | Records useful tool outcomes for the completed exchange |
|
||||
| **Subagent start** | `SubagentStart` | Reuses the parent turn's retrieved memory context in the child |
|
||||
| **Subagent stop** | `SubagentStop` | Records the child transcript path and completed result |
|
||||
| **Stop** | `Stop` | Captures completed work and starts a background flush when needed |
|
||||
| **Pre-compact** | `PreCompact` | Flushes pending capture before context compaction |
|
||||
| **Session end** | `SessionEnd` | Flushes any remaining capture in the background |
|
||||
|
||||
What you type is stored as yours. What Codex produces (session summaries and compaction summaries) is stored as the assistant's, so its suggestions never become your stated preferences.
|
||||
|
||||
@@ -181,7 +175,7 @@ You: Add WebSocket support for real-time notification delivery.
|
||||
- **"Connection failed"**: Verify `MEM0_API_KEY` is set: `echo $MEM0_API_KEY`
|
||||
- **No tools appearing**: Restart your Codex session after installation
|
||||
- **Duplicate `mem0` MCP / "tool collision" errors**: You combined Option A with Option B. Remove the `[mcp_servers.mem0]` block from `~/.codex/config.toml`; the plugin registers it automatically
|
||||
- **Hooks not firing**: Hooks are opt-in and are not installed by the marketplace install itself. Run `scripts/install_codex_hooks.py` (see [Lifecycle Hooks](#lifecycle-hooks)), confirm `codex_hooks = true` is set under `[features]` in `~/.codex/config.toml`, and restart Codex. MCP-only installs (Option B) never include hooks
|
||||
- **Hooks not firing**: Confirm you installed Option A and restart Codex. MCP-only installs (Option B) do not include hooks.
|
||||
|
||||
<CardGroup cols={2}>
|
||||
<Card title="Mem0 MCP Setup" icon="puzzle-piece" href="/platform/mem0-mcp">
|
||||
|
||||
@@ -1,9 +1,11 @@
|
||||
---
|
||||
title: Cursor
|
||||
description: "Add persistent memory to Cursor with the Mem0 MCP server for context-aware coding."
|
||||
description: "Add persistent memory to Cursor with automatic capture, explicit recall, a search tool, and six memory skills."
|
||||
---
|
||||
|
||||
Add persistent memory to [**Cursor**](https://cursor.com) with the Mem0 MCP server. Your AI assistant forgets everything between sessions. Mem0 fixes that by connecting Cursor to Mem0's cloud memory layer via MCP so you can save and retrieve relevant context during coding sessions.
|
||||
Add persistent memory to [**Cursor**](https://cursor.com) with the Mem0 plugin. Cursor captures completed work in the background, and its agent can search relevant project context in later sessions. You can also connect only the hosted MCP server when you do not need lifecycle capture.
|
||||
|
||||
<Info>Current plugin version: `0.3.1`.</Info>
|
||||
|
||||
## Prerequisites
|
||||
|
||||
@@ -15,7 +17,9 @@ Before setting up Mem0 with Cursor, ensure you have:
|
||||
|
||||
2. Cursor installed ([cursor.com](https://cursor.com))
|
||||
|
||||
3. Your API key added to your shell profile (persists across sessions):
|
||||
3. Python 3.10 or newer available as `python3`
|
||||
|
||||
4. Your API key added to your shell profile (persists across sessions):
|
||||
|
||||
<CodeGroup>
|
||||
```bash zsh
|
||||
@@ -35,13 +39,25 @@ source ~/.bashrc
|
||||
|
||||
## Installation
|
||||
|
||||
### Option A: One-Click Deeplink (MCP Only)
|
||||
### Option A: Full Plugin (Recommended)
|
||||
|
||||
Add the Mem0 marketplace:
|
||||
|
||||
```bash
|
||||
cursor-agent plugin marketplace add https://github.com/mem0ai/mem0
|
||||
```
|
||||
|
||||
Open Cursor's **Customize** page or run `/plugins`, select the **Mem0 Plugins** marketplace, and install **Mem0** at user or project scope. Enter your Mem0 API key when Cursor asks for the plugin configuration, then restart Cursor.
|
||||
|
||||
The full plugin includes automatic capture, the `search_memories` recall tool, lifecycle hooks, a sidekick agent, and six memory skills.
|
||||
|
||||
### Option B: One-Click Deeplink (MCP Only)
|
||||
|
||||
The fastest way to get started. Click the link below to install the Mem0 MCP server directly in Cursor:
|
||||
|
||||
[Install Mem0 MCP in Cursor](cursor://anysphere.cursor-deeplink/mcp/install?name=mem0&config=eyJtY3BTZXJ2ZXJzIjp7Im1lbTAiOnsidXJsIjoiaHR0cHM6Ly9tY3AubWVtMC5haS9tY3AvIiwiaGVhZGVycyI6eyJBdXRob3JpemF0aW9uIjoiVG9rZW4gJHtlbnY6TUVNMF9BUElfS0VZfSJ9fX19)
|
||||
|
||||
### Option B: npx (MCP Only)
|
||||
### Option C: npx (MCP Only)
|
||||
|
||||
```bash
|
||||
npx mcp-add \
|
||||
@@ -51,7 +67,7 @@ npx mcp-add \
|
||||
--clients "cursor"
|
||||
```
|
||||
|
||||
### Option C: Manual Configuration (MCP Only)
|
||||
### Option D: Manual Configuration (MCP Only)
|
||||
|
||||
Add the following to your `.cursor/mcp.json`:
|
||||
|
||||
@@ -73,9 +89,20 @@ Add the following to your `.cursor/mcp.json`:
|
||||
</Info>
|
||||
|
||||
|
||||
## Available MCP Tools
|
||||
## What's included
|
||||
|
||||
Once installed, the following tools are available in every Cursor session:
|
||||
| Component | Full plugin | MCP only |
|
||||
| --- | :---: | :---: |
|
||||
| Memory tools | `search_memories` | 9 CRUD tools |
|
||||
| Automatic capture | Yes | No |
|
||||
| Recall | `search_memories` | MCP search tools |
|
||||
| Lifecycle hooks | Yes | No |
|
||||
| Memory skills | 6 | No |
|
||||
| Sidekick agent | Yes | No |
|
||||
|
||||
## MCP-only tools
|
||||
|
||||
Options B, C, and D expose the following hosted tools. The full plugin uses the focused `search_memories` tool and captures writes through lifecycle hooks.
|
||||
|
||||
| Tool | Description |
|
||||
|------|-------------|
|
||||
@@ -89,6 +116,25 @@ Once installed, the following tools are available in every Cursor session:
|
||||
| `delete_entities` | Delete a user/agent/app/run entity and its memories |
|
||||
| `list_entities` | List users/agents/apps/runs stored in Mem0 |
|
||||
|
||||
## Lifecycle hooks
|
||||
|
||||
The full plugin translates Cursor's native events into the shared Mem0 memory lifecycle:
|
||||
|
||||
| Cursor event | What Mem0 does |
|
||||
| --- | --- |
|
||||
| `sessionStart` | Initializes the project session and recovers pending capture |
|
||||
| `beforeSubmitPrompt` | Observes the submitted prompt; recall stays tool-driven because this event cannot inject context |
|
||||
| `postToolUse` / `postToolUseFailure` | Records useful tool results and failures |
|
||||
| `subagentStart` / `subagentStop` | Records the Mem0 Sidekick lifecycle and completed result |
|
||||
| `afterAgentResponse` / `stop` | Captures the completed exchange |
|
||||
| `preCompact` / `sessionEnd` | Flushes pending capture in the background |
|
||||
|
||||
<Note>
|
||||
Cursor's `beforeSubmitPrompt` hook can allow or block a prompt, but it cannot add context to that prompt. The plugin therefore gives the agent `search_memories` and a memory-aware sidekick for recall instead of claiming automatic per-prompt injection.
|
||||
</Note>
|
||||
|
||||
Cursor's `subagentStart` hook also cannot inject parent context. The bundled Sidekick searches Mem0 itself, while the lifecycle hooks correlate its start and completion for later capture.
|
||||
|
||||
## Example Workflow
|
||||
|
||||
```text
|
||||
@@ -112,7 +158,7 @@ You: The /orders endpoint is also slow, same pattern as before.
|
||||
## Troubleshooting
|
||||
|
||||
- **"Connection failed"**: Verify `MEM0_API_KEY` is set: `echo $MEM0_API_KEY`
|
||||
- **Duplicate tools**: If you had a previous MCP config for `mem0`, remove it before installing the plugin
|
||||
- **Duplicate tools**: Do not combine the full plugin with an MCP-only option. Remove the standalone `mem0` MCP entry before installing the plugin.
|
||||
- **No tools appearing**: Go to Cursor Settings > MCP and verify the `mem0` server shows as connected
|
||||
|
||||
<CardGroup cols={2}>
|
||||
|
||||
@@ -1,16 +1,20 @@
|
||||
---
|
||||
title: DeepSeek Harness
|
||||
description: "Add persistent Mem0 memory to the DeepSeek Harness (Cordis) agent with two native tools: search and add."
|
||||
description: "Add persistent memory to DeepSeek Harness with automatic recall, automatic capture, and two native Mem0 tools."
|
||||
---
|
||||
|
||||
Add persistent memory to the [**DeepSeek Harness**](https://github.com/deepseek-ai/deepseek-harness) with `@mem0/deepseek-plugin`. The Harness agent forgets everything between sessions. This plugin gives it two Mem0-backed tools so recall and writes persist across runs, sharing the same memory bank you already use from Claude Code, Codex, and other agents.
|
||||
Add persistent memory to the [**DeepSeek Harness**](https://github.com/deepseek-ai/deepseek-harness) with `@mem0/deepseek-plugin`. The plugin recalls relevant context before a model request, captures completed turns, and provides explicit Mem0 tools when the agent needs them.
|
||||
|
||||
<Info>Current package version: `0.3.0`.</Info>
|
||||
|
||||
## Overview
|
||||
|
||||
The plugin registers two agent-callable tools:
|
||||
The plugin provides automatic memory plus two agent-callable tools:
|
||||
|
||||
| Tool | Does |
|
||||
| Capability | What it does |
|
||||
|---|---|
|
||||
| Automatic recall | Searches with the latest human prompt and adds unseen results to the model context |
|
||||
| Automatic capture | Stores the human and assistant messages from each completed turn |
|
||||
| `search_memory` | Recall facts from Mem0 relevant to a query |
|
||||
| `add_memory` | Store a fact in Mem0 for future sessions |
|
||||
|
||||
@@ -18,7 +22,15 @@ Unlike file-based memory plugins, Mem0 is a managed backend: server-side extract
|
||||
|
||||
## How it works
|
||||
|
||||
A Cordis plugin is a module exporting `apply(ctx, config)`. This one declares `inject = ['tools']` so it waits for the harness tool registry, then registers the two tools via `ctx.tools.register(...)`. When the plugin unmounts, the tools are removed automatically (Cordis revertible effects).
|
||||
A Cordis plugin is a module exporting `apply(ctx, config)`. This plugin waits for the Harness tool and system-prompt services, then uses their native extension points:
|
||||
|
||||
- `system-prompt/assemble` recalls memory before a model request.
|
||||
- `session/event` captures only completed turns from the durable event stream.
|
||||
- `ctx.tools.register(...)` exposes explicit search and add tools.
|
||||
|
||||
Cordis removes the listeners and tools when the plugin unmounts. Memory failures are fail-open, so a Mem0 outage does not stop the agent from completing its normal work.
|
||||
|
||||
DeepSeek Harness provides subagents through separate host-composition packages. This Mem0 package does not register a named Sidekick or claim child filesystem isolation. A Harness child uses Mem0 only when its own agent preset includes the Mem0 plugin.
|
||||
|
||||
## Prerequisites
|
||||
|
||||
@@ -44,19 +56,28 @@ source ~/.bashrc
|
||||
|
||||
## Try it locally
|
||||
|
||||
1. Build the plugin:
|
||||
1. Build and pack the plugin:
|
||||
```sh
|
||||
cd integrations/deepseek-plugin
|
||||
pnpm install
|
||||
pnpm install --frozen-lockfile
|
||||
pnpm build
|
||||
mkdir -p /tmp/mem0-deepseek-plugin
|
||||
pnpm pack --pack-destination /tmp/mem0-deepseek-plugin
|
||||
```
|
||||
|
||||
2. Point the Harness at it. Copy `cordis.example.yml`, set the absolute path to `dist/index.js` and your `userId`, then load it:
|
||||
2. Install it into a disposable Harness profile so Harness supplies its peer dependencies:
|
||||
```sh
|
||||
pnpm dsh web --patch ./integrations/deepseek-plugin/cordis.example.yml
|
||||
DSH_HOME=/tmp/mem0-dsh-dev pnpm dlx @deepseek-ai/dsh@0.1.1-rc.2 \
|
||||
plugin --profile headless add /tmp/mem0-deepseek-plugin/mem0-deepseek-plugin-0.3.0.tgz
|
||||
```
|
||||
|
||||
3. Open the web UI and ask the agent to remember something, then recall it in a later turn.
|
||||
3. Copy `cordis.example.yml`, set its installed package path and your `userId`, then load it with the same profile:
|
||||
```sh
|
||||
DSH_HOME=/tmp/mem0-dsh-dev pnpm dlx @deepseek-ai/dsh@0.1.1-rc.2 \
|
||||
web --patch ./integrations/deepseek-plugin/cordis.example.yml
|
||||
```
|
||||
|
||||
4. Open the web UI and ask the agent to remember something, then recall it in a later turn.
|
||||
|
||||
The `cordis.yml` entry looks like this:
|
||||
|
||||
@@ -65,10 +86,12 @@ The `cordis.yml` entry looks like this:
|
||||
- name: "@deepseek-ai/dsh-tools"
|
||||
- insert:
|
||||
- id: mem0
|
||||
name: "/absolute/path/to/integrations/deepseek-plugin/dist/index.js"
|
||||
name: "/tmp/mem0-dsh-dev/profiles/headless/node_modules/@mem0/deepseek-plugin/dist/index.js"
|
||||
config:
|
||||
# apiKey is read from MEM0_API_KEY when omitted here.
|
||||
userId: "your-user-id"
|
||||
autoRecall: true
|
||||
autoCapture: true
|
||||
# host: "https://your-onprem.mem0.ai" # optional: Platform on-prem / dedicated base URL
|
||||
```
|
||||
|
||||
@@ -80,10 +103,25 @@ For a Mem0 Platform on-prem or dedicated deployment, point `config.host` at that
|
||||
|---|---|---|---|
|
||||
| `apiKey` | no | `$MEM0_API_KEY` | Mem0 platform API key |
|
||||
| `userId` | yes | | Default entity that owns the memories |
|
||||
| `allowUserOverride` | no | `false` | Permit model-selected access to a different user only in a trusted multi-user deployment |
|
||||
| `host` | no | `api.mem0.ai` | Platform base URL (on-prem / dedicated) |
|
||||
| `autoRecall` | no | `true` | Recall relevant memory before model requests |
|
||||
| `autoCapture` | no | `true` | Store completed human and assistant turns |
|
||||
|
||||
Both tools also accept optional per-call `userId`, `agentId`, and `runId` params so a single install can partition memory by entity, agent, or session; when omitted they fall back to the configured `userId`.
|
||||
|
||||
## Telemetry
|
||||
|
||||
Writes are tagged `source="DEEPSEEK_HARNESS"` so Mem0's backend can attribute usage to this integration.
|
||||
Writes are tagged `source="DEEPSEEK_HARNESS"` so Mem0 can attribute usage to this integration. Anonymous usage events include operation names, durations, result counts, and coarse failure kinds. Queries, memory text, entity IDs, and API keys are never included. Set `MEM0_TELEMETRY=false` to opt out.
|
||||
|
||||
<Note>
|
||||
This plugin is a developer preview and tracks the evolving DeepSeek Harness plugin API.
|
||||
</Note>
|
||||
|
||||
## Troubleshooting
|
||||
|
||||
- **`MISSING_CREDENTIAL` for `deepseek-official`**: Configure `DEEPSEEK_API_KEY` through Harness's Models page or export it in the shell that launches Harness.
|
||||
- **`EMFILE: too many open files, watch` on macOS**: Launch Harness with `CHOKIDAR_USEPOLLING=1`.
|
||||
- **Mem0 tools do not appear**: Run Harness with `--dump-config` and confirm the final composition contains the `mem0` row and the installed `dist/index.js` path.
|
||||
|
||||
Per-call `userId` overrides are rejected unless the operator enables `allowUserOverride: true`. Automatic recall and capture always use the configured user.
|
||||
|
||||
@@ -0,0 +1,109 @@
|
||||
---
|
||||
title: Kimi Code
|
||||
description: "Add persistent project memory to Kimi Code with automatic capture, automatic recall, Mem0 skills, and tools."
|
||||
---
|
||||
|
||||
Kimi Code forgets project decisions between sessions. The Mem0 plugin captures completed work, recalls relevant context before a response, and gives Kimi explicit memory tools and skills.
|
||||
|
||||
<Info>Current plugin version: `0.3.1`.</Info>
|
||||
|
||||
## Prerequisites
|
||||
|
||||
1. A Mem0 Platform account and API key:
|
||||
- [Sign up at app.mem0.ai](https://app.mem0.ai?utm_source=oss&utm_medium=integration-kimi)
|
||||
- [Get your API key](https://app.mem0.ai/dashboard/api-keys?utm_source=oss&utm_medium=integration-kimi) (starts with `m0-`)
|
||||
|
||||
2. [Kimi Code](https://www.kimi.com/code) with plugin support.
|
||||
|
||||
3. Python 3.10+ and Git on your machine.
|
||||
|
||||
## Quick start
|
||||
|
||||
Export the key in the shell where you start Kimi Code:
|
||||
|
||||
```bash
|
||||
export MEM0_API_KEY='your-mem0-api-key'
|
||||
kimi
|
||||
```
|
||||
|
||||
Inside Kimi Code, install the native plugin bundle and reload the session:
|
||||
|
||||
```text
|
||||
/plugins install https://github.com/mem0ai/mem0/tree/main/integrations/kimi-plugin
|
||||
/reload
|
||||
```
|
||||
|
||||
Run `/plugins info mem0` to confirm that the plugin, MCP server, skills, hooks, and sidekick agent loaded.
|
||||
|
||||
## What you get
|
||||
|
||||
- **Automatic capture:** Kimi records completed exchanges locally and flushes durable project knowledge to Mem0 in the background.
|
||||
- **Automatic recall:** Relevant memories are added before Kimi answers the first prompt in a session.
|
||||
- **Explicit search:** Kimi can call `search_memories` when it needs a more specific answer.
|
||||
- **Six memory skills:** Search, status, remember, forget, pause, and resume use the same memory behavior as the other Mem0 coding-agent plugins.
|
||||
- **Project scoping:** Memories stay attached to the repository, with separate personal and shared project lanes.
|
||||
- **Kimi sidekick:** A focused subagent can investigate or implement a bounded task in a separate context. Filesystem isolation depends on the environment Kimi provides.
|
||||
|
||||
Credentials are redacted before memory capture. If Mem0 is unavailable, hooks fail open so Kimi can continue its normal work.
|
||||
|
||||
## How it works
|
||||
|
||||
Kimi's native lifecycle events are translated into the shared Mem0 memory lifecycle:
|
||||
|
||||
| Kimi event | What Mem0 does |
|
||||
| --- | --- |
|
||||
| `SessionStart` | Loads recent project context |
|
||||
| `UserPromptSubmit` | Searches for relevant memories before the response |
|
||||
| `PostToolUse` / `PostToolUseFailure` | Records useful tool results and failures |
|
||||
| `Stop` | Captures the completed exchange |
|
||||
| `PreCompact` / `SessionEnd` | Flushes pending capture in the background |
|
||||
| `SubagentStart` / `SubagentStop` | Passes parent context to the Mem0 sidekick and records its lifecycle |
|
||||
|
||||
## Verify the plugin
|
||||
|
||||
In one session, say:
|
||||
|
||||
```text
|
||||
Remember exactly: the release codename for this repository is ORCHID-9274.
|
||||
```
|
||||
|
||||
Start a new Kimi session in the same repository and ask:
|
||||
|
||||
```text
|
||||
What is the release codename for this repository? Do not infer it from repository files.
|
||||
```
|
||||
|
||||
Kimi should return `ORCHID-9274` from memory.
|
||||
|
||||
## Managing the plugin
|
||||
|
||||
```text
|
||||
/plugins list
|
||||
/plugins info mem0
|
||||
/plugins disable mem0
|
||||
/plugins enable mem0
|
||||
/plugins remove mem0
|
||||
```
|
||||
|
||||
Run `/reload` or start a new session after enabling, disabling, or reinstalling the plugin.
|
||||
|
||||
## Troubleshooting
|
||||
|
||||
| Problem | Fix |
|
||||
| --- | --- |
|
||||
| Missing API key | Start Kimi from a shell where `MEM0_API_KEY` is exported. |
|
||||
| Plugin changes do not appear | Run `/plugins reload`, then `/reload` or `/new`. |
|
||||
| MCP server is disabled | Run `/plugins mcp enable mem0 mem0`, then `/reload`. |
|
||||
| No memory in a later session | Wait a moment for the background flush, then ask Kimi to search memory explicitly. |
|
||||
| Remove the plugin | Run `/plugins remove mem0`. |
|
||||
|
||||
<CardGroup cols={2}>
|
||||
<Card title="Cursor" icon="arrow-pointer" href="/integrations/cursor">
|
||||
Add the same persistent project memory to Cursor
|
||||
</Card>
|
||||
<Card title="Claude Code" icon="/images/provider-icons/anthropic.svg" href="/integrations/claude-code">
|
||||
Use Mem0 with Claude Code and its isolated sidekick
|
||||
</Card>
|
||||
</CardGroup>
|
||||
|
||||
<Snippet file="star-on-github.mdx" />
|
||||
@@ -5,6 +5,8 @@ description: "Add long-term memory to OpenClaw agents using the Mem0 plugin with
|
||||
|
||||
Add long-term memory to [OpenClaw](https://github.com/openclaw/openclaw) agents with the `@mem0/openclaw-mem0` plugin. Your agent forgets everything between sessions. This plugin fixes that by automatically watching conversations, extracting what matters, and bringing it back when relevant.
|
||||
|
||||
<Info>Current package version: `1.1.0`.</Info>
|
||||
|
||||
## Overview
|
||||
|
||||
<Frame>
|
||||
@@ -14,11 +16,12 @@ Add long-term memory to [OpenClaw](https://github.com/openclaw/openclaw) agents
|
||||
The plugin provides:
|
||||
1. **Triage**: The agent extracts durable facts from conversations using a structured protocol with importance gates and domain overlays
|
||||
2. **Recall**: Before each turn, relevant memories are retrieved with reranking and injected into context
|
||||
3. **Dream**: Periodic memory consolidation merges duplicates, resolves conflicts, prunes stale entries
|
||||
4. **Agent Tools**: Eight tools for explicit memory operations during conversations
|
||||
3. **Agent Tools**: Eight tools for explicit memory operations during conversations
|
||||
|
||||
Skills mode, `autoRecall`, and `autoCapture` are all enabled by default during `openclaw mem0 init`.
|
||||
|
||||
Automatic capture preserves the full text of selected user and assistant messages after noise filtering and secret redaction, without a per-message character cutoff. It selects recent messages and earlier work summaries; it does not capture every message in the conversation.
|
||||
|
||||
## Requirements
|
||||
|
||||
Check your OpenClaw version:
|
||||
@@ -101,7 +104,7 @@ You no longer need manual config editing to get started. Everything happens insi
|
||||
</Step>
|
||||
</Steps>
|
||||
|
||||
That's it. No API key, no config file editing, no environment variables. The plugin is now active with skills-based memory (triage, recall, and dream) running automatically.
|
||||
That's it. No API key, no config file editing, no environment variables. The plugin is now active with skills-based memory (triage and recall) running automatically.
|
||||
|
||||
<Note>The chat flow uses the same underlying config as manual setup: it writes `apiKey`, `userId`, and `skills` config into `openclaw.json` for you. You can still open the file to inspect or override values afterward.</Note>
|
||||
|
||||
@@ -142,7 +145,6 @@ That's it. No API key, no config file editing, no environment variables. The plu
|
||||
"keywordSearch": true,
|
||||
"identityAlwaysInclude": true
|
||||
},
|
||||
"dream": { "enabled": true },
|
||||
"domain": "companion"
|
||||
}
|
||||
}
|
||||
@@ -441,7 +443,7 @@ If `openclaw plugins update` fails:
|
||||
|
||||
### Auto-Capture and Auto-Recall
|
||||
|
||||
Auto-capture and auto-recall are **enabled by default**. When skills mode is configured (the default after `openclaw mem0 init`), these are ignored in favor of the skills-based triage/recall/dream protocol.
|
||||
Auto-capture and auto-recall are **enabled by default**. When skills mode is configured (the default after `openclaw mem0 init`), these are ignored in favor of the skills-based triage and recall protocol.
|
||||
|
||||
To disable either:
|
||||
|
||||
@@ -464,13 +466,12 @@ The agent can always use memory tools (`memory_add`, `memory_search`, etc.) expl
|
||||
|
||||
### Credential Protection
|
||||
|
||||
The plugin never stores API keys, tokens, or secrets as memories. Five independent layers enforce this:
|
||||
The plugin never stores API keys, tokens, or secrets as memories. Four independent layers enforce this:
|
||||
|
||||
1. **Triage gate**: The extraction prompt rejects values matching known credential patterns (`sk-`, `m0-`, `ghp_`, `AKIA`, `Bearer`, `password=`, `token=`, `secret=`)
|
||||
2. **Dream cleanup**: Periodic memory consolidation deletes any memories that slipped through containing credential patterns
|
||||
3. **Extraction instructions**: Default extraction rules explicitly instruct the model to store only that a credential was configured, never the value
|
||||
4. **Configurable patterns**: Add custom credential patterns via `skills.triage.credentialPatterns`
|
||||
5. **CLI redaction**: `openclaw mem0 config show` redacts sensitive fields (`apiKey`, `oss.*.config.apiKey`)
|
||||
2. **Extraction instructions**: Default extraction rules explicitly instruct the model to store only that a credential was configured, never the value
|
||||
3. **Configurable patterns**: Add custom credential patterns via `skills.triage.credentialPatterns`
|
||||
4. **CLI redaction**: `openclaw mem0 config show` redacts sensitive fields (`apiKey`, `oss.*.config.apiKey`)
|
||||
|
||||
### API Key Storage
|
||||
|
||||
|
||||
@@ -5,6 +5,8 @@ description: "Add persistent memory to OpenCode with the Mem0 plugin: native SDK
|
||||
|
||||
Add persistent memory to [**OpenCode**](https://opencode.ai) with the Mem0 plugin. Your agent forgets everything between sessions. Mem0 fixes that by storing decisions, preferences, and learnings so they carry over automatically.
|
||||
|
||||
<Info>Current package version: `0.3.0`.</Info>
|
||||
|
||||
## Prerequisites
|
||||
|
||||
1. A Mem0 API key (starts with `m0-`):
|
||||
@@ -33,7 +35,7 @@ opencode plugin @mem0/opencode-plugin
|
||||
**Or let your agent do it**: paste this into OpenCode:
|
||||
|
||||
```
|
||||
Install @mem0/opencode-plugin by following https://raw.githubusercontent.com/mem0ai/mem0/main/integrations/mem0-plugin/.opencode-plugin/README.md
|
||||
Install @mem0/opencode-plugin by following https://raw.githubusercontent.com/mem0ai/mem0/main/integrations/opencode-plugin/README.md
|
||||
```
|
||||
|
||||
This adds the plugin to your `~/.config/opencode/opencode.json`. Restart OpenCode. You get the native memory tools, lifecycle hooks, and all `/mem0-*` slash commands. The memory tools are registered by the plugin itself via the `mem0ai` SDK. No MCP server to configure.
|
||||
@@ -61,9 +63,9 @@ If you only need the memory tools without the plugin's hooks or skills, point Op
|
||||
|
||||
| Component | Plugin (A) | Standalone MCP (B) |
|
||||
|-----------|:----------:|:------------------:|
|
||||
| 9 memory tools | Native (SDK) | Remote MCP server |
|
||||
| 10 memory tools | Native (SDK) | 9 remote MCP tools |
|
||||
| Lifecycle Hooks | Yes | No |
|
||||
| 9 Skills | Yes | No |
|
||||
| 7 Skills | Yes | No |
|
||||
|
||||
## Available Memory Tools
|
||||
|
||||
@@ -78,6 +80,7 @@ If you only need the memory tools without the plugin's hooks or skills, point Op
|
||||
| `delete_all_memories` | Bulk delete all memories in scope |
|
||||
| `delete_entities` | Delete a user/agent/app/run entity and its memories |
|
||||
| `list_entities` | List users/agents/apps/runs stored in Mem0 |
|
||||
| `get_event_status` | Check the processing status of an asynchronous memory event |
|
||||
|
||||
## Memory scope
|
||||
|
||||
@@ -87,9 +90,9 @@ If you only need the memory tools without the plugin's hooks or skills, point Op
|
||||
|-------|-------|--------|
|
||||
| `project` *(default)* | this repo (`user_id` + `app_id`) | this repo |
|
||||
| `session` | this run only (`+ run_id`) | this run |
|
||||
| `global` | **all your projects in the workspace** (`app_id: "*"`) | user-wide |
|
||||
| `global` | **all your projects in the workspace** (filtered by your user ID) | user-wide |
|
||||
|
||||
Ask naturally, for example, *"search my memories across all my projects"*. The agent passes `scope: "global"`. For normal questions it stays scoped to the current project automatically.
|
||||
Select `/mem0-scope global` before requesting a cross-project tool operation. A tool cannot enable global scope by supplying an argument alone. Switch back with `/mem0-scope project` when finished.
|
||||
|
||||
To change the **default** scope (used when no scope is passed), run the `/mem0-scope` skill:
|
||||
|
||||
@@ -117,31 +120,12 @@ The plugin uses the [mem0ai](https://www.npmjs.com/package/mem0ai) TypeScript SD
|
||||
| `experimental.session.compacting` | **Compaction** | Stores session state memory, then injects prior memories into compaction context so nothing is lost |
|
||||
| `shell.env` | **Shell env** | Exports `MEM0_USER_ID`, `MEM0_APP_ID`, `MEM0_SESSION_ID`, and `MEM0_BRANCH` to all shell executions |
|
||||
|
||||
## Auto-dream (memory consolidation)
|
||||
|
||||
The plugin can automatically consolidate stored memories by merging duplicates, dropping stale/sensitive entries, and rewriting vague ones. This keeps your memory set clean over time. It runs at most once per session, and only when **all** gates pass:
|
||||
|
||||
- **Time**: at least `minHours` (default 24) since the last consolidation
|
||||
- **Sessions**: at least `minSessions` (default 5) sessions since then
|
||||
- **Memories**: at least `minMemories` (default 20) stored for the project
|
||||
|
||||
A filesystem lock (`~/.mem0/mem0-dream.lock`) keeps two sessions from consolidating at once. Tune the thresholds with a `dream` block in `~/.mem0/settings.json`, or disable entirely with `MEM0_DREAM=false`:
|
||||
|
||||
```json
|
||||
{
|
||||
"dream": { "enabled": true, "auto": true, "minHours": 24, "minSessions": 5, "minMemories": 20 }
|
||||
}
|
||||
```
|
||||
|
||||
If auto-dream hasn't run yet, it's almost always because a gate hasn't been met (most often too few memories). Run `/mem0-status` to see the exact gate progress (e.g. `sessions 2/5, memories 3/20`), `/mem0-dream` to consolidate **now** regardless of the gates, or lower the thresholds above.
|
||||
|
||||
## Troubleshooting
|
||||
|
||||
- **No tools appearing**: Restart OpenCode after installing
|
||||
- **"Connection failed"**: Verify your key is set: `echo $MEM0_API_KEY`
|
||||
- **Plugin not loading**: Run `opencode plugin @mem0/opencode-plugin` again, then restart
|
||||
- **Hooks not firing**: Hooks require the plugin install (Option A). MCP-only installs don't include hooks.
|
||||
- **Auto-dream never runs**: It's gated (time + sessions + memories). Run `/mem0-status` to see which gate is blocking, or `/mem0-dream` to consolidate now.
|
||||
- **Wrong project name / memories not found**: The project id comes from your git remote; launch OpenCode from inside the repo (not your home directory). Check the resolved id with `/mem0-status`.
|
||||
|
||||
<CardGroup cols={2}>
|
||||
|
||||
@@ -1,19 +1,20 @@
|
||||
---
|
||||
title: Pi Agent
|
||||
description: "Add persistent memory to Pi Agent with the Mem0 plugin semantic search, auto-capture, and dream consolidation."
|
||||
description: "Add persistent memory to Pi Agent with the Mem0 plugin, semantic search, and automatic capture."
|
||||
---
|
||||
|
||||
Add persistent memory to [**Pi Agent**](https://pi.dev) with `@mem0/pi-agent-plugin`. Your agent forgets everything between sessions. This plugin fixes that by automatically capturing knowledge from conversations, storing it in Mem0's cloud memory layer, and retrieving relevant context before every response.
|
||||
|
||||
<Info>Current package version: `0.3.0`.</Info>
|
||||
|
||||
## Overview
|
||||
|
||||
The plugin provides:
|
||||
1. **Auto-capture**: Extracts durable facts from both user and assistant messages automatically
|
||||
2. **Semantic recall**: Retrieves relevant memories via the `mem0_memory` tool before each response
|
||||
3. **Dream consolidation**: Periodic maintenance: merges duplicates, resolves contradictions, prunes stale entries
|
||||
4. **Monorepo-aware scoping**: Uses git root for project detection, consistent across subdirectories
|
||||
5. **Confirmation dialogs**: Destructive commands ask before acting via Pi's built-in UI
|
||||
6. **8 skills + 8 commands**: Essential memory management from slash commands and agent-guided workflows
|
||||
3. **Monorepo-aware scoping**: Uses git root for project detection, consistent across subdirectories
|
||||
4. **Confirmation dialogs**: Destructive commands ask before acting via Pi's built-in UI
|
||||
5. **6 skills + 6 commands**: Essential memory management from slash commands and agent-guided workflows
|
||||
|
||||
## Prerequisites
|
||||
|
||||
@@ -59,14 +60,7 @@ For advanced settings, create `~/.pi/agent/mem0-config.json`:
|
||||
"userId": "your-username",
|
||||
"autoCapture": true,
|
||||
"defaultScope": "project",
|
||||
"searchThreshold": 0.3,
|
||||
"dream": {
|
||||
"enabled": true,
|
||||
"auto": true,
|
||||
"minHours": 24,
|
||||
"minSessions": 5,
|
||||
"minMemories": 20
|
||||
}
|
||||
"searchThreshold": 0.3
|
||||
}
|
||||
```
|
||||
|
||||
@@ -76,12 +70,7 @@ For advanced settings, create `~/.pi/agent/mem0-config.json`:
|
||||
| `userId` | `string` | `$MEM0_USER_ID` or `"default"` | User identity for memory scoping |
|
||||
| `autoCapture` | `boolean` | `true` | Store facts from conversations automatically |
|
||||
| `defaultScope` | `string` | `"project"` | Default memory scope: `project`, `session`, or `global` |
|
||||
| `searchThreshold` | `number` | `0.3` | Minimum similarity score (0–1) a memory must reach to count as a match for `/mem0-search`, `/mem0-forget`, and `/mem0-pin`, enforced on each result's relevance score. Raise it to be stricter; lower it if relevant results are missed. |
|
||||
| `dream.enabled` | `boolean` | `true` | Enable dream consolidation |
|
||||
| `dream.auto` | `boolean` | `true` | Auto-trigger dreams when thresholds are met |
|
||||
| `dream.minHours` | `number` | `24` | Minimum hours between auto-dreams |
|
||||
| `dream.minSessions` | `number` | `5` | Minimum sessions before first auto-dream |
|
||||
| `dream.minMemories` | `number` | `20` | Minimum memories before auto-dream triggers |
|
||||
| `searchThreshold` | `number` | `0.3` | Minimum similarity score (0–1) a memory must reach to count as a match for `/mem0-search` and `/mem0-forget`, enforced on each result's relevance score. Raise it to be stricter; lower it if relevant results are missed. |
|
||||
|
||||
|
||||
## What's Included
|
||||
@@ -89,11 +78,10 @@ For advanced settings, create `~/.pi/agent/mem0-config.json`:
|
||||
| Component | Description |
|
||||
|-----------|-------------|
|
||||
| `mem0_memory` tool | Agent-callable tool for search, add, get_all, delete, delete_all |
|
||||
| 8 slash commands | Essential memory management from the command line |
|
||||
| 8 skills | Guide the agent on how to use each capability |
|
||||
| 6 slash commands | Essential memory management from the command line |
|
||||
| 6 skills | Guide the agent on how to use each capability |
|
||||
| Auto-capture | Extracts and stores facts on every `agent_end` event |
|
||||
| System prompt | Appends memory policy to every agent turn |
|
||||
| Dream consolidation | Automated memory maintenance with session/time/count gates |
|
||||
|
||||
## Agent Tool
|
||||
|
||||
@@ -119,8 +107,6 @@ Tool output is truncated to 200 lines / 50KB to prevent context overflow.
|
||||
| `/mem0-forget <query>` | Search and delete memories (with confirmation dialog) |
|
||||
| `/mem0-search <query>` | Semantic search across memories |
|
||||
| `/mem0-tour [scope]` | Browse all memories grouped by category |
|
||||
| `/mem0-dream` | Consolidate: merge duplicates, prune stale, resolve contradictions |
|
||||
| `/mem0-pin <query>` | Pin a memory to protect from dream pruning (preserves memory ID) |
|
||||
| `/mem0-scope <scope>` | Change default scope for this session (project, session, global) |
|
||||
| `/mem0-status` | Connection health, identity, and memory count |
|
||||
|
||||
@@ -136,23 +122,12 @@ Memories are scoped using Mem0's `user_id`, `app_id`, and `run_id` parameters:
|
||||
|
||||
The `app_id` is auto-detected from the git repository root (`git rev-parse --show-toplevel`), so all subdirectories within a monorepo share the same memory pool. Falls back to the working directory name for non-git directories. The `run_id` is derived from Pi's session file path.
|
||||
|
||||
## Dream Consolidation
|
||||
|
||||
### Confirmation Dialogs
|
||||
## Confirmation Dialogs
|
||||
|
||||
Destructive and mutating commands use Pi's built-in `ctx.ui.confirm()` dialog before acting:
|
||||
|
||||
- `/mem0-forget` asks "Delete this memory?" before deleting a single match
|
||||
- `/mem0-pin` asks "Pin this memory?" before modifying it
|
||||
- Cancelling either operation is always safe. No changes are made
|
||||
|
||||
### Pin
|
||||
|
||||
`/mem0-pin` uses Mem0's `update()` API to prepend `[PINNED]` to the memory text. This preserves the original memory ID. There is no add+delete cycle that would lose history or change the UUID.
|
||||
|
||||
### Dream Consolidation
|
||||
|
||||
The plugin includes automated memory maintenance ("dream") that merges duplicates, resolves contradictions, and prunes stale entries. When enabled, dreams auto-trigger after enough sessions, time, and memories accumulate (configurable via `dream.*` settings). Run `/mem0-dream` to trigger consolidation manually at any time. Pinned memories (via `/mem0-pin`) are protected from pruning.
|
||||
- Cancelling the operation is always safe. No changes are made.
|
||||
|
||||
## Example Workflow
|
||||
|
||||
@@ -172,7 +147,6 @@ You: What do you know about my preferences?
|
||||
- **Extension not loading**: Check Pi startup output for errors. Run `pi -e ./src/entry.ts` from the plugin directory for verbose output
|
||||
- **Memories not capturing**: Verify `autoCapture` is `true` (default). Check `/mem0-status` for connection health
|
||||
- **Wrong project detected**: The plugin uses the git repository root as `app_id`. If not in a git repo, it falls back to the working directory name. Run `/mem0-status` to see the detected project
|
||||
- **Dream not triggering**: All three gates must pass (time, sessions, memories). Use `/mem0-dream` to force it manually
|
||||
|
||||
<CardGroup cols={2}>
|
||||
<Card title="Claude Code Integration" icon="/images/provider-icons/anthropic.svg" href="/integrations/claude-code">
|
||||
@@ -184,3 +158,5 @@ You: What do you know about my preferences?
|
||||
</CardGroup>
|
||||
|
||||
<Snippet file="star-on-github.mdx" />
|
||||
|
||||
Global tool operations require `/mem0-scope global` or `defaultScope: "global"` in plugin configuration. A model-supplied `scope` argument cannot enable cross-project access on its own. Empty or wildcard user, project, and session identities are rejected.
|
||||
|
||||
@@ -63,7 +63,7 @@ mode: "custom"
|
||||
Add memory to your coding agent
|
||||
</h3>
|
||||
<p className="text-sm text-gray-600 dark:text-zinc-400">
|
||||
Plugins that let Claude Code, Cursor, Codex, and other harnesses remember your project. Opens the Claude Code guide.
|
||||
Start with Claude Code, then choose the individual guide for Cursor, Codex, Kimi Code, OpenCode, OpenClaw, Pi Agent, DeepSeek Harness, or Antigravity.
|
||||
</p>
|
||||
</div>
|
||||
</a>
|
||||
|
||||
+15
-11
@@ -256,12 +256,12 @@ If the user is on a pre-current major (Python < 2, TS < 3, or a Platform call st
|
||||
- [Camel AI](https://docs.mem0.ai/integrations/camel-ai) [Both]: Use when the user is on Camel AI.
|
||||
- [ChatDev](https://docs.mem0.ai/integrations/chatdev) [Platform]: Use when the user is on ChatDev.
|
||||
- [Hermes](https://docs.mem0.ai/integrations/hermes) [Both]: Use when the user is on Hermes.
|
||||
- [Pi Agent](https://docs.mem0.ai/integrations/pi-agent) [Platform]: Use when adding persistent memory to Pi Agent with the Mem0 plugin.
|
||||
- [DeepSeek Harness](https://docs.mem0.ai/integrations/deepseek-plugin) [Platform]: Use when adding persistent memory to the DeepSeek Harness (Cordis) agent via the Mem0 plugin.
|
||||
- [Pi Agent](https://docs.mem0.ai/integrations/pi-agent) [Platform]: Use when adding automatic capture, prompt recall, scoped memory, and six memory commands to Pi Agent.
|
||||
- [DeepSeek Harness](https://docs.mem0.ai/integrations/deepseek-plugin) [Platform]: Use when adding automatic recall, completed-turn capture, and native search/add tools to DeepSeek Harness.
|
||||
- [OpenAI Agents SDK](https://docs.mem0.ai/integrations/openai-agents-sdk) [Platform]: Use when the user is on the OpenAI Agents SDK.
|
||||
- [Google AI ADK](https://docs.mem0.ai/integrations/google-ai-adk) [Platform]: Use when the user is on Google's Agent Development Kit.
|
||||
- [Mastra](https://docs.mem0.ai/integrations/mastra) [Platform]: Use when the user is on Mastra (TypeScript).
|
||||
- [OpenClaw](https://docs.mem0.ai/integrations/openclaw) [Both]: Use when wiring Mem0 into Claude Code or editors via OpenClaw.
|
||||
- [OpenClaw](https://docs.mem0.ai/integrations/openclaw) [Both]: Use when adding persistent memory to OpenClaw agents with Mem0 Platform or a self-hosted backend.
|
||||
- [Vercel AI SDK](https://docs.mem0.ai/integrations/vercel-ai-sdk) [Both]: Use when the user is on the Vercel AI SDK.
|
||||
- [Vercel](https://docs.mem0.ai/integrations/vercel) [Platform]: Use when deploying on Vercel and installing Mem0 from the Vercel Marketplace.
|
||||
- [Strands Agents](https://docs.mem0.ai/integrations/strands) [Both]: Use when the user is on AWS Strands and wants a native MemoryStore.
|
||||
@@ -269,10 +269,11 @@ If the user is on a pre-current major (Python < 2, TS < 3, or a Platform call st
|
||||
### AI Coding Tools
|
||||
- [Claude Code](https://docs.mem0.ai/integrations/claude-code) [Both]: Use when wiring memory into Claude Code.
|
||||
- [Claude.ai](https://docs.mem0.ai/integrations/claude-ai) [Platform]: Use when connecting Mem0 to Claude.ai (the hosted web app) via a custom remote MCP connector, or when Claude's native memory seems to be crowding out mem0 tool calls.
|
||||
- [Cursor](https://docs.mem0.ai/integrations/cursor) [Platform]: Use when wiring memory into Cursor.
|
||||
- [Codex](https://docs.mem0.ai/integrations/codex) [Platform]: Use when wiring memory into Codex / other editor assistants.
|
||||
- [OpenCode](https://docs.mem0.ai/integrations/opencode) [Platform]: Use when wiring memory into OpenCode.
|
||||
- [Antigravity](https://docs.mem0.ai/integrations/antigravity) [Platform]: Use when wiring memory into Google Antigravity.
|
||||
- [Cursor](https://docs.mem0.ai/integrations/cursor) [Platform]: Use when adding lifecycle capture, explicit memory recall, six skills, and a sidekick to Cursor.
|
||||
- [Codex](https://docs.mem0.ai/integrations/codex) [Platform]: Use when adding automatic capture and recall, six memory skills, and a search tool to OpenAI Codex.
|
||||
- [Kimi Code](https://docs.mem0.ai/integrations/kimi) [Platform]: Use when adding persistent project memory to Kimi Code through its native plugin lifecycle.
|
||||
- [OpenCode](https://docs.mem0.ai/integrations/opencode) [Platform]: Use when adding ten native SDK memory tools, automatic context, seven skills, and project scoping to OpenCode.
|
||||
- [Antigravity](https://docs.mem0.ai/integrations/antigravity) [Platform]: Use when adding lifecycle capture, explicit recall, six memory skills, and a native sidekick to Google Antigravity.
|
||||
|
||||
### Voice & Real-time
|
||||
- [LiveKit](https://docs.mem0.ai/integrations/livekit) [Platform]: Use when building real-time voice/video with memory.
|
||||
@@ -417,22 +418,25 @@ Each subdirectory is a Claude Code Skill (`SKILL.md` + supporting assets). Load
|
||||
|
||||
Source: https://github.com/mem0ai/mem0/tree/main/integrations/claude-code-plugin
|
||||
|
||||
The `integrations/claude-code-plugin/` directory is the Claude Code plugin (v0.3.0, installs as `mem0@mem0-plugins`). It captures evidence locally through lifecycle hooks, extracts memories in a detached background worker, and exposes a single local MCP tool, `search_memories`, plus six `/mem0:*` skills and the `mem0:sidekick` agent. Pure-stdlib Python, nothing to install.
|
||||
The self-contained Claude Code plugin lives in `integrations/claude-code-plugin/` (v0.3.0, installs as `mem0@mem0-plugins`). It captures evidence locally through lifecycle hooks, extracts memories in a detached background worker, and exposes a single local MCP tool, `search_memories`, plus six `/mem0:*` skills and the unchanged `mem0:sidekick` agent. Pure-stdlib Python, nothing to install.
|
||||
|
||||
### Editor Plugin (shared glue)
|
||||
### Coding-Agent Plugin Sources
|
||||
|
||||
Source: https://github.com/mem0ai/mem0/tree/main/integrations/mem0-plugin
|
||||
Source: https://github.com/mem0ai/mem0/tree/main/integrations/agent-plugin-core
|
||||
|
||||
The `integrations/mem0-plugin/` directory provides MCP server connection, lifecycle hooks, and skill bundling for Cursor, Codex, Kimi, Antigravity, and OpenCode. It exposes 9 MCP tools: `add_memory`, `search_memories`, `get_memories`, `get_memory`, `update_memory`, `delete_memory`, `delete_all_memories`, `delete_entities`, `list_entities`. Claude Code moved to `integrations/claude-code-plugin/` in v0.3.0; do not run both at the same time.
|
||||
The `integrations/agent-plugin-core/` directory is the single source for shared Python and TypeScript memory behavior. Native plugins live in their own sibling directories, while `integrations/mem0-agent-plugin/` is the single portable Agent Plugins v1 package. TypeScript integrations reuse the core's lifecycle, formatting, identity, scoping, and telemetry utilities while keeping their public packages and native host APIs unchanged.
|
||||
|
||||
Editor-specific setup docs (already listed above under `## Integrations > AI Coding Tools`):
|
||||
|
||||
- `integrations/claude-code` [Both]
|
||||
- `integrations/cursor` [Platform]
|
||||
- `integrations/codex` [Platform]
|
||||
- `integrations/kimi` [Platform]
|
||||
- `integrations/opencode` [Platform]
|
||||
- `integrations/antigravity` [Platform]
|
||||
- `integrations/openclaw` [Both]
|
||||
- `integrations/pi-agent` [Platform]
|
||||
- `integrations/deepseek-plugin` [Platform]
|
||||
|
||||
### MCP Endpoints
|
||||
|
||||
|
||||
+10
-9
@@ -1,21 +1,22 @@
|
||||
# Integrations (`integrations/`)
|
||||
|
||||
Agent and editor integrations. Each subdirectory is self-contained: its own `package.json`, lockfile, build, and tests. **There is no shared toolchain.** Check the table before running anything.
|
||||
Agent and editor integrations. Most packages are self-contained; coding-agent plugins share the code in `agent-plugin-core/`. Check the table before running anything.
|
||||
|
||||
| Directory | Package | Build | Lint | Test |
|
||||
|-----------|---------|-------|------|------|
|
||||
| `vercel-ai-sdk/` | `@mem0/vercel-ai-provider` | tsup (CJS+ESM) | ESLint + Prettier | jest + vitest (edge/node) |
|
||||
| `openclaw/` | `@mem0/openclaw-mem0` | tsup (ESM) | none | vitest |
|
||||
| `claude-code-plugin/` | Claude Code plugin, installs as `mem0@mem0-plugins` (v0.3.0) | none | ruff | pytest |
|
||||
| `mem0-plugin/` | Cursor / Codex / Kimi / Antigravity / OpenCode plugin (legacy — Claude Code moved to `claude-code-plugin/`) | none | none | pytest |
|
||||
| `mem0-plugin/.opencode-plugin/` | `@mem0/opencode-plugin` | Bun | none | tsc type-check |
|
||||
| `agent-plugin-core/` | Shared Python/TypeScript behavior, skill templates, builds, and conformance | Python build script | ruff + tsc | pytest + node:test |
|
||||
| `mem0-agent-plugin/` | One portable Agent Plugins v1 package | Python | ruff | shared conformance |
|
||||
| `claude-code-plugin/`, `cursor-plugin/`, `codex-plugin/`, `kimi-plugin/`, `antigravity-plugin/` | Self-contained native plugins generated from the shared Python core | Python | ruff | pytest |
|
||||
| `opencode-plugin/` | `@mem0/opencode-plugin` (Bun/TypeScript) | tsup (via Bun) | tsc | bun test |
|
||||
| `pi-agent-plugin/` | `@mem0/pi-agent-plugin` | tsup | none | vitest |
|
||||
| `deepseek-plugin/` | `@mem0/deepseek-plugin` | tsup (ESM) | none | vitest |
|
||||
| `n8n-nodes-mem0/` | `@mem0/n8n-nodes-mem0` | tsc | ESLint (n8n-nodes-base) | none |
|
||||
| `zapier-mem0/` | `@mem0/zapier` | tsc | none | offline unit tests + `zapier validate` |
|
||||
| `mem0-strands/` | `mem0-strands` (PyPI) | hatch | Ruff + mypy | pytest |
|
||||
|
||||
pnpm everywhere except `.opencode-plugin/` (Bun) and `mem0-strands/` (Python: pip / hatch). Never npm, never yarn.
|
||||
pnpm for TypeScript packages except `opencode-plugin/` (Bun). `mem0-strands/` uses Python/pip/hatch. Never npm or yarn.
|
||||
|
||||
## Commands
|
||||
|
||||
@@ -41,8 +42,8 @@ Run the type check after every TypeScript change: `pnpm run typecheck` or `tsc -
|
||||
## What each one is
|
||||
|
||||
- **`vercel-ai-sdk/`** wraps the Vercel AI SDK through a `createMem0` provider. Integrations for AI-SDK repos go through this wrapper, not raw `MemoryClient`.
|
||||
- **`claude-code-plugin/`** is the Claude Code plugin (v0.3.0, installs as `mem0@mem0-plugins`): local evidence capture via lifecycle hooks, background memory extraction to the Mem0 Platform, a local `search_memories` MCP tool, six `/mem0:*` skills, and the `mem0:sidekick` agent. Pure-stdlib Python — no dependencies to install. Its `core/` + `adapters/claude/` split marks engine vs. harness glue; future per-harness plugins start by copying `core/` and keeping the contract tests verbatim (see its `docs/CONTRACT.md`).
|
||||
- **`mem0-plugin/`** connects Cursor, Codex, Kimi, Antigravity, and OpenCode to the MCP server at `mcp.mem0.ai` and installs lifecycle hooks for automatic memory capture. Exposes 9 MCP tools: `add_memory`, `search_memories`, `get_memories`, `get_memory`, `update_memory`, `delete_memory`, `delete_all_memories`, `delete_entities`, `list_entities`. The Claude Code plugin moved to [`claude-code-plugin/`](claude-code-plugin/) in v0.3.0 (installs as `mem0@mem0-plugins`); do not run both at the same time.
|
||||
- **`agent-plugin-core/`** owns the shared Python memory runtime, TypeScript lifecycle utilities, skill templates, builds, and conformance runner. Claude Code is the behavioral source of truth. Native manifests and adapters live in sibling plugin directories; do not hand-edit their generated `core/` or `skills/` trees. Build and validation details are in [`agent-plugin-core/README.md`](agent-plugin-core/README.md).
|
||||
- **`opencode-plugin/`** is a Bun/TypeScript plugin for OpenCode (`@mem0/opencode-plugin` on npm). It registers Mem0 memory tools as an OpenCode plugin with its own skills and telemetry.
|
||||
- **`openclaw/`**, **`pi-agent-plugin/`**, **`deepseek-plugin/`** are editor and agent plugins with the same shape. `deepseek-plugin/` registers Mem0 search/add tools as a native DeepSeek Harness (Cordis) plugin.
|
||||
- **`n8n-nodes-mem0/`** is an n8n community node: add, search, get, update, delete.
|
||||
- **`zapier-mem0/`** is a Zapier Platform CLI app: add, search, get, delete. It deploys to Zapier, not npm, so it is **not** in the release router. Deploy it with `gh workflow run zapier-mem0-cd.yml --ref main` (needs the `ZAPIER_DEPLOY_KEY` secret).
|
||||
@@ -50,11 +51,11 @@ Run the type check after every TypeScript change: `pnpm run typecheck` or `tsc -
|
||||
|
||||
## Adding an integration
|
||||
|
||||
1. Create `integrations/<name>/` and build it there, self-contained.
|
||||
1. For a native coding-agent host, add `integrations/<name>-plugin/` with `plugin-build.json`, its manifest, and a thin adapter, then generate its shared runtime. Portable clients use the single `mem0-agent-plugin/` package. Independent TypeScript integrations stay self-contained and import shared lifecycle behavior from `agent-plugin-core/typescript/`.
|
||||
2. If it publishes to a registry, set `repository.directory: "integrations/<name>"` in `package.json` so npm provenance links to the right subdirectory.
|
||||
3. Add `.github/workflows/<name>-checks.yml` and `<name>-cd.yml`. Use `integrations/<name>` in the `paths:` trigger, `working-directory`, and `cache-dependency-path`. Register the release tag prefix in the `case` block in `release.yml`, keeping the bare `v*` arm last.
|
||||
**Workflow filenames are load-bearing:** npm OIDC trusted publishing is pinned to repository plus workflow filename. Renaming one breaks publishing.
|
||||
4. Register the CI workflow in `ci-gate.yml`: a path filter under the `changes` job, a call job, and an entry in the gate job's `needs` list.
|
||||
5. If it is a Claude Code or editor marketplace plugin, register its path in all five `marketplace.json` files: root, `.claude-plugin/`, `.cursor-plugin/`, `.codex-plugin/`, and `.agents/plugins/`.
|
||||
5. If it is a Claude Code or editor marketplace plugin, register the generated native bundle path in the applicable marketplace files. Preserve the existing public plugin name.
|
||||
6. Document it under `docs/integrations/` and add the page to `docs/docs.json` and `docs/llms.txt`.
|
||||
7. Add rows to the table above and to the CI/CD tables in [`../.github/AGENTS.md`](../.github/AGENTS.md).
|
||||
|
||||
@@ -0,0 +1,102 @@
|
||||
# Mem0 agent plugin core
|
||||
|
||||
This directory is the single source of shared memory behavior for Mem0 coding-agent plugins. Installable plugins remain ordinary sibling directories under `integrations/`.
|
||||
|
||||
## Architecture
|
||||
|
||||
```text
|
||||
integrations/
|
||||
├── agent-plugin-core/ # Shared source; never installed as a plugin
|
||||
│ ├── python/ # Claude-derived capture, recall, MCP, scoping, and telemetry
|
||||
│ ├── typescript/ # Shared lifecycle, formatting, identity, scoping, and telemetry
|
||||
│ ├── skills/ # The only source for the six generated memory skills
|
||||
│ ├── build/ # Bundle builder, schemas, and validation
|
||||
│ ├── conformance/ # One offline/live verification entry point
|
||||
│ └── tests/
|
||||
├── mem0-agent-plugin/ # One portable Agent Plugins v1 package
|
||||
├── claude-code-plugin/ # Native Claude package and adapter
|
||||
├── cursor-plugin/ # Native Cursor package and adapter
|
||||
├── codex-plugin/ # Native Codex package and adapter
|
||||
├── kimi-plugin/ # Native Kimi package and adapter
|
||||
└── antigravity-plugin/ # Native Antigravity package and adapter
|
||||
```
|
||||
|
||||
Each native directory owns only its manifest, native hooks or adapter, tests, and `plugin-build.json`. Its `core/` and `skills/` directories are generated from this module. They are committed because clients install a self-contained plugin directory and the Agent Plugins specification forbids package files from resolving outside the plugin root.
|
||||
|
||||
Claude Code remains the behavioral source of truth. Its sidekick stays at `claude-code-plugin/agents/sidekick.md` and is not generated or copied to hosts without a compatible native subagent interface.
|
||||
|
||||
TypeScript integrations (`openclaw`, `opencode-plugin`, `pi-agent-plugin`, and `deepseek-plugin`) import `typescript/src/` at build time. Their package builders include the shared implementation in their normal output; they do not carry checked-in copies.
|
||||
|
||||
## Build and verify
|
||||
|
||||
From the repository root:
|
||||
|
||||
```bash
|
||||
python3.11 -m venv /tmp/mem0-agent-plugins
|
||||
/tmp/mem0-agent-plugins/bin/pip install \
|
||||
-r integrations/agent-plugin-core/requirements-dev.txt
|
||||
|
||||
for host in claude-code cursor codex kimi antigravity; do
|
||||
/tmp/mem0-agent-plugins/bin/python \
|
||||
integrations/agent-plugin-core/build/build.py "$host" \
|
||||
--kind native --check
|
||||
done
|
||||
|
||||
/tmp/mem0-agent-plugins/bin/python \
|
||||
integrations/agent-plugin-core/build/build.py mem0-agent-plugin \
|
||||
--kind portable --check
|
||||
```
|
||||
|
||||
Use `--sync` instead of `--check` after changing `python/` or `skills/`. This only replaces generated `core/` and `skills/` content; it does not change manifests, adapters, tests, or the Claude sidekick.
|
||||
|
||||
Run every offline Python and TypeScript check and write one machine-readable report:
|
||||
|
||||
```bash
|
||||
/tmp/mem0-agent-plugins/bin/python \
|
||||
integrations/agent-plugin-core/conformance/run.py \
|
||||
--install \
|
||||
--report /tmp/mem0-plugin-conformance.json
|
||||
```
|
||||
|
||||
For every TypeScript integration, this also builds the publishable package, verifies its required entry files, and rejects compiled artifacts that still import monorepo source. This keeps published plugins self-contained without committing their `dist/` directories.
|
||||
|
||||
The offline suite does not contact Mem0 Platform. An explicit disposable key enables the inherited live scoping suite:
|
||||
|
||||
```bash
|
||||
export MEM0_API_KEY="m0-disposable-test-key"
|
||||
/tmp/mem0-agent-plugins/bin/python \
|
||||
integrations/agent-plugin-core/conformance/run.py \
|
||||
--group live-platform --live \
|
||||
--report /tmp/mem0-plugin-live-conformance.json
|
||||
```
|
||||
|
||||
Do not put a real key in source files, command history shared with others, or pull-request configuration.
|
||||
|
||||
## Add a plugin
|
||||
|
||||
For another native Python host:
|
||||
|
||||
1. Add `integrations/<host>-plugin/` with its native manifest and the smallest adapter that translates host events.
|
||||
2. Add `plugin-build.json` declaring the plugin-root variable and runtime files.
|
||||
3. Add one adapter contract test.
|
||||
4. Register the host in `build/build.py` and `conformance/run.py`.
|
||||
5. Run `--sync`, `--check`, and the conformance command above.
|
||||
|
||||
Keep capture, recall, memory scoping, redaction, skill text, and telemetry in this shared module. Host directories should contain only behavior required by their native SDK.
|
||||
|
||||
For a TypeScript host, import the shared lifecycle modules directly and keep only native SDK registration in the integration. Do not advertise capture, compaction, or sidekick behavior unless the host exposes the necessary lifecycle seam.
|
||||
|
||||
## Host capture capabilities
|
||||
|
||||
| Host | Conversation capture | Tool outcomes | Subagent context and correlation |
|
||||
| --- | --- | --- | --- |
|
||||
| Claude Code | Incremental active transcript branch | Native success/failure hooks | Parent context; native agent ID |
|
||||
| Cursor | Prompt and response hooks; duplicate responses suppressed | Native success/failure hooks | Sidekick searches itself; no parent-injection claim |
|
||||
| Codex | Native prompt and final-response fields | Structured failure indicators when present; otherwise unknown | Parent context; native agent ID |
|
||||
| Kimi | Prompt hooks and completed v2 wire output | Native success/failure hooks | Parent context; without an ID, a stop matches only one unambiguous active run |
|
||||
| Antigravity | Incremental completed transcript messages, including later prompts | Native tool errors | Sidekick searches itself; no worktree-isolation claim |
|
||||
| Portable v1 | Explicit memory skills | No native lifecycle hooks | No native subagent declaration |
|
||||
|
||||
An uncorrelated subagent completion is kept as its own record; the plugin never guesses which overlapping run completed. Codex's documented hook fields already match the shared input contract, so no speculative field aliases or unsupported failure event are registered.
|
||||
|
||||
Offline conformance exercises the adapters and MCP servers with native-shaped payloads and builds each distributable package. It does not establish that every installed editor or Harness version loads the plugin correctly; those checks require smoke tests in the actual hosts.
|
||||
@@ -0,0 +1 @@
|
||||
"""Build and validate self-contained Mem0 agent plugins."""
|
||||
@@ -0,0 +1,252 @@
|
||||
#!/usr/bin/env python3
|
||||
from __future__ import annotations
|
||||
|
||||
import argparse
|
||||
import json
|
||||
import re
|
||||
import shutil
|
||||
import tempfile
|
||||
from collections.abc import Mapping
|
||||
from pathlib import Path
|
||||
|
||||
try:
|
||||
from .validate import validate_bundle
|
||||
except ImportError:
|
||||
from validate import validate_bundle
|
||||
|
||||
CORE_ROOT = Path(__file__).resolve().parents[1]
|
||||
REPOSITORY_ROOT = CORE_ROOT.parents[1]
|
||||
INTEGRATIONS_ROOT = REPOSITORY_ROOT / "integrations"
|
||||
SHARED_SKILLS = CORE_ROOT / "skills"
|
||||
PORTABLE_PLUGIN = "mem0-agent-plugin"
|
||||
NATIVE_PLUGINS = {
|
||||
"claude-code": INTEGRATIONS_ROOT / "claude-code-plugin",
|
||||
"cursor": INTEGRATIONS_ROOT / "cursor-plugin",
|
||||
"codex": INTEGRATIONS_ROOT / "codex-plugin",
|
||||
"kimi": INTEGRATIONS_ROOT / "kimi-plugin",
|
||||
"antigravity": INTEGRATIONS_ROOT / "antigravity-plugin",
|
||||
}
|
||||
PROTECTED_OUTPUTS = {
|
||||
REPOSITORY_ROOT,
|
||||
INTEGRATIONS_ROOT,
|
||||
CORE_ROOT,
|
||||
INTEGRATIONS_ROOT / PORTABLE_PLUGIN,
|
||||
*NATIVE_PLUGINS.values(),
|
||||
}
|
||||
TEMPLATE_TOKEN = re.compile(r"{{([A-Z_]+)}}")
|
||||
TEMPLATE_TOKENS = {
|
||||
"PLUGIN_ROOT",
|
||||
"PLUGIN_DATA",
|
||||
"PLUGIN_DATA_ARG",
|
||||
"COMMAND_PREFIX",
|
||||
"HARNESS_ID",
|
||||
"HARNESS_NAME",
|
||||
}
|
||||
|
||||
|
||||
def render_template(source: str, values: Mapping[str, str]) -> str:
|
||||
def replace(match: re.Match[str]) -> str:
|
||||
token = match.group(1)
|
||||
if token not in TEMPLATE_TOKENS or token not in values:
|
||||
raise ValueError(f"unknown or unresolved template token: {token}")
|
||||
return values[token]
|
||||
|
||||
rendered = TEMPLATE_TOKEN.sub(replace, source)
|
||||
if "{{" in rendered or "}}" in rendered:
|
||||
raise ValueError("unresolved template token")
|
||||
return rendered
|
||||
|
||||
|
||||
def replace_output(staged: Path, output: Path) -> Path:
|
||||
"""Replace one explicit build output without touching its siblings."""
|
||||
if not staged.is_dir():
|
||||
raise ValueError(f"staged directory does not exist: {staged}")
|
||||
|
||||
resolved_output = output.resolve()
|
||||
if resolved_output in {path.resolve() for path in PROTECTED_OUTPUTS}:
|
||||
raise ValueError(f"refusing protected output path: {output}")
|
||||
if output.exists() and not output.is_dir():
|
||||
raise ValueError(f"output path is not a directory: {output}")
|
||||
|
||||
output.parent.mkdir(parents=True, exist_ok=True)
|
||||
temporary = Path(tempfile.mkdtemp(prefix=f".{output.name}-", dir=output.parent))
|
||||
try:
|
||||
shutil.copytree(staged, temporary, dirs_exist_ok=True)
|
||||
if output.exists():
|
||||
shutil.rmtree(output)
|
||||
temporary.replace(output)
|
||||
finally:
|
||||
if temporary.exists():
|
||||
shutil.rmtree(temporary)
|
||||
return output
|
||||
|
||||
|
||||
def _bundle_python(
|
||||
staged: Path,
|
||||
host: str,
|
||||
plugin_root: str,
|
||||
*,
|
||||
plugin_data: str = "",
|
||||
portable: bool = False,
|
||||
) -> None:
|
||||
core = staged / "core"
|
||||
core.mkdir()
|
||||
for source in sorted((CORE_ROOT / "python").glob("*.py")):
|
||||
if portable and source.name in {"flush_worker.py", "hook_runner.py"}:
|
||||
continue
|
||||
shutil.copy2(source, core / source.name)
|
||||
|
||||
values = {
|
||||
"PLUGIN_ROOT": plugin_root,
|
||||
"PLUGIN_DATA": "${PLUGIN_DATA}",
|
||||
"PLUGIN_DATA_ARG": f'--plugin-data-dir "{plugin_data}"' if plugin_data else "",
|
||||
"COMMAND_PREFIX": "mem0",
|
||||
"HARNESS_ID": host,
|
||||
"HARNESS_NAME": host.replace("-", " ").title(),
|
||||
}
|
||||
for source in sorted(SHARED_SKILLS.glob("*/SKILL.md.tmpl")):
|
||||
target = staged / "skills" / source.parent.name / "SKILL.md"
|
||||
target.parent.mkdir(parents=True)
|
||||
rendered = render_template(source.read_text(encoding="utf-8"), values)
|
||||
if portable:
|
||||
rendered = "\n".join(
|
||||
line
|
||||
for line in rendered.splitlines()
|
||||
if not line.startswith(("argument-hint:", "disable-model-invocation:"))
|
||||
) + "\n"
|
||||
target.write_text(rendered, encoding="utf-8")
|
||||
|
||||
|
||||
def _build_portable(staged: Path) -> None:
|
||||
source = INTEGRATIONS_ROOT / PORTABLE_PLUGIN
|
||||
_copy_declared_files(staged, source, {"plugin.json": "plugin.json", "mcp.json": "mcp.json"})
|
||||
_bundle_python(staged, "coding-agent", "${PLUGIN_ROOT}", portable=True)
|
||||
|
||||
|
||||
def _copy_declared_files(staged: Path, source_root: Path, files: object) -> None:
|
||||
if not isinstance(files, dict):
|
||||
raise ValueError("native files must be an object")
|
||||
source_root = source_root.resolve()
|
||||
staged_root = staged.resolve()
|
||||
for source_name, target_name in files.items():
|
||||
if not isinstance(source_name, str) or not isinstance(target_name, str):
|
||||
raise ValueError("native file paths must be strings")
|
||||
source = (source_root / source_name).resolve()
|
||||
target = (staged / target_name).resolve()
|
||||
if not source.is_relative_to(source_root) or not target.is_relative_to(staged_root):
|
||||
raise ValueError("native file paths must stay inside their roots")
|
||||
if not source.is_file():
|
||||
raise ValueError(f"native source file does not exist: {source_name}")
|
||||
target.parent.mkdir(parents=True, exist_ok=True)
|
||||
shutil.copy2(source, target)
|
||||
|
||||
|
||||
def _build_native(host: str, source_root: Path, staged: Path, descriptor: dict) -> None:
|
||||
native = descriptor.get("native")
|
||||
if not isinstance(native, dict) or not isinstance(native.get("pluginRoot"), str):
|
||||
raise ValueError(f"native build is not declared for {host}")
|
||||
_bundle_python(
|
||||
staged,
|
||||
host,
|
||||
native["pluginRoot"],
|
||||
plugin_data=str(native.get("pluginData") or ""),
|
||||
)
|
||||
_copy_declared_files(staged, source_root, native.get("files", {}))
|
||||
|
||||
|
||||
def build(host: str, kind: str, output: Path) -> Path:
|
||||
if kind not in {"portable", "native"}:
|
||||
raise ValueError(f"unknown bundle kind: {kind}")
|
||||
if kind == "portable":
|
||||
if host != PORTABLE_PLUGIN:
|
||||
raise ValueError(f"the portable bundle is {PORTABLE_PLUGIN}")
|
||||
source_root = INTEGRATIONS_ROOT / PORTABLE_PLUGIN
|
||||
descriptor = None
|
||||
else:
|
||||
source_root = NATIVE_PLUGINS.get(host)
|
||||
if source_root is None:
|
||||
raise ValueError(f"unknown host: {host}")
|
||||
descriptor_path = source_root / "plugin-build.json"
|
||||
descriptor = json.loads(descriptor_path.read_text(encoding="utf-8"))
|
||||
with tempfile.TemporaryDirectory(prefix=f"mem0-{host}-{kind}-") as temporary:
|
||||
staged = Path(temporary) / "bundle"
|
||||
staged.mkdir()
|
||||
if kind == "portable":
|
||||
_build_portable(staged)
|
||||
else:
|
||||
assert descriptor is not None
|
||||
_build_native(host, source_root, staged, descriptor)
|
||||
errors = validate_bundle(staged, kind)
|
||||
if errors:
|
||||
raise ValueError("invalid bundle:\n" + "\n".join(errors))
|
||||
return replace_output(staged, output)
|
||||
|
||||
|
||||
def installable_root(host: str, kind: str) -> Path:
|
||||
if kind == "portable" and host == PORTABLE_PLUGIN:
|
||||
return INTEGRATIONS_ROOT / PORTABLE_PLUGIN
|
||||
if kind == "native" and host in NATIVE_PLUGINS:
|
||||
return NATIVE_PLUGINS[host]
|
||||
raise ValueError(f"unknown {kind} plugin: {host}")
|
||||
|
||||
|
||||
def bundle_drift(host: str, kind: str) -> list[str]:
|
||||
target = installable_root(host, kind)
|
||||
with tempfile.TemporaryDirectory(prefix=f"mem0-check-{host}-") as temporary:
|
||||
generated = build(host, kind, Path(temporary) / "bundle")
|
||||
errors: list[str] = []
|
||||
for directory in ("core", "skills"):
|
||||
expected = {
|
||||
path.relative_to(generated)
|
||||
for path in (generated / directory).rglob("*")
|
||||
if path.is_file()
|
||||
}
|
||||
actual = {
|
||||
path.relative_to(target)
|
||||
for path in (target / directory).rglob("*")
|
||||
if path.is_file() and "__pycache__" not in path.parts and path.suffix != ".pyc"
|
||||
}
|
||||
errors.extend(f"missing generated file: {path}" for path in sorted(expected - actual))
|
||||
errors.extend(f"stale generated file: {path}" for path in sorted(actual - expected))
|
||||
for source in sorted(path for path in generated.rglob("*") if path.is_file()):
|
||||
relative = source.relative_to(generated)
|
||||
installed = target / relative
|
||||
if not installed.is_file() or source.read_bytes() != installed.read_bytes():
|
||||
errors.append(f"generated file differs: {relative}")
|
||||
return errors
|
||||
|
||||
|
||||
def sync_generated(host: str, kind: str) -> Path:
|
||||
target = installable_root(host, kind)
|
||||
with tempfile.TemporaryDirectory(prefix=f"mem0-sync-{host}-") as temporary:
|
||||
generated = build(host, kind, Path(temporary) / "bundle")
|
||||
for directory in ("core", "skills"):
|
||||
replace_output(generated / directory, target / directory)
|
||||
return target
|
||||
|
||||
|
||||
def main() -> int:
|
||||
parser = argparse.ArgumentParser(description="Build a self-contained Mem0 agent plugin")
|
||||
parser.add_argument("host")
|
||||
parser.add_argument("--kind", choices=("portable", "native"), required=True)
|
||||
action = parser.add_mutually_exclusive_group(required=True)
|
||||
action.add_argument("--output", type=Path)
|
||||
action.add_argument("--check", action="store_true")
|
||||
action.add_argument("--sync", action="store_true")
|
||||
args = parser.parse_args()
|
||||
if args.check:
|
||||
errors = bundle_drift(args.host, args.kind)
|
||||
if errors:
|
||||
print("\n".join(errors))
|
||||
return 1
|
||||
print(f"Current {args.kind} bundle: {installable_root(args.host, args.kind)}")
|
||||
elif args.sync:
|
||||
print(sync_generated(args.host, args.kind))
|
||||
else:
|
||||
assert args.output is not None
|
||||
print(build(args.host, args.kind, args.output))
|
||||
return 0
|
||||
|
||||
|
||||
if __name__ == "__main__":
|
||||
raise SystemExit(main())
|
||||
@@ -0,0 +1,89 @@
|
||||
{
|
||||
"$schema": "https://json-schema.org/draft/2020-12/schema",
|
||||
"$id": "https://agent-plugins.org/schemas/1.0.0/mcp.schema.json",
|
||||
"title": "Agent Plugins MCP Configuration",
|
||||
"description": "Machine-readable schema for mcp.json in Agent Plugins 1.0.0. The Agent Plugins specification defines additional semantic and operational requirements.",
|
||||
"type": "object",
|
||||
"properties": {
|
||||
"$schema": {
|
||||
"const": "https://agent-plugins.org/schemas/1.0.0/mcp.schema.json",
|
||||
"description": "Canonical identifier of the MCP configuration schema for the Agent Plugins version targeted by this document."
|
||||
},
|
||||
"mcpServers": {
|
||||
"type": "object",
|
||||
"additionalProperties": { "$ref": "#/$defs/server" }
|
||||
}
|
||||
},
|
||||
"required": ["$schema", "mcpServers"],
|
||||
"additionalProperties": false,
|
||||
"$defs": {
|
||||
"server": {
|
||||
"title": "MCP server",
|
||||
"oneOf": [
|
||||
{ "$ref": "#/$defs/stdioServer" },
|
||||
{ "$ref": "#/$defs/streamableHttpServer" },
|
||||
{ "$ref": "#/$defs/sseServer" }
|
||||
]
|
||||
},
|
||||
"stdioServer": {
|
||||
"title": "stdio MCP server",
|
||||
"type": "object",
|
||||
"properties": {
|
||||
"type": { "const": "stdio" },
|
||||
"command": {
|
||||
"type": "string",
|
||||
"minLength": 1,
|
||||
"description": "Executable token. Resolution rules are defined by the Agent Plugins specification."
|
||||
},
|
||||
"args": { "type": "array", "items": { "type": "string" } },
|
||||
"env": {
|
||||
"type": "object",
|
||||
"propertyNames": { "not": { "enum": ["PLUGIN_ROOT", "PLUGIN_DATA"] } },
|
||||
"additionalProperties": { "type": "string" }
|
||||
},
|
||||
"cwd": {
|
||||
"type": "string",
|
||||
"pattern": "^(?:\\./|\\$\\{PLUGIN_ROOT\\}(?:/|$)|\\$\\{PLUGIN_DATA\\}(?:/|$))",
|
||||
"description": "Plugin-relative, PLUGIN_ROOT-rooted, or PLUGIN_DATA-rooted working directory. Filesystem containment is validated separately."
|
||||
}
|
||||
},
|
||||
"required": ["type", "command"],
|
||||
"additionalProperties": false
|
||||
},
|
||||
"streamableHttpServer": {
|
||||
"title": "Streamable HTTP MCP server",
|
||||
"type": "object",
|
||||
"properties": {
|
||||
"type": { "const": "streamable-http" },
|
||||
"url": {
|
||||
"type": "string",
|
||||
"minLength": 1,
|
||||
"description": "MCP endpoint URL. URL semantics are defined by the Agent Plugins specification."
|
||||
},
|
||||
"headers": { "$ref": "#/$defs/headers" }
|
||||
},
|
||||
"required": ["type", "url"],
|
||||
"additionalProperties": false
|
||||
},
|
||||
"sseServer": {
|
||||
"title": "Legacy HTTP+SSE MCP server",
|
||||
"type": "object",
|
||||
"properties": {
|
||||
"type": { "const": "sse" },
|
||||
"url": {
|
||||
"type": "string",
|
||||
"minLength": 1,
|
||||
"description": "MCP endpoint URL. URL semantics are defined by the Agent Plugins specification."
|
||||
},
|
||||
"headers": { "$ref": "#/$defs/headers" }
|
||||
},
|
||||
"required": ["type", "url"],
|
||||
"additionalProperties": false
|
||||
},
|
||||
"headers": {
|
||||
"title": "HTTP headers",
|
||||
"type": "object",
|
||||
"additionalProperties": { "type": "string" }
|
||||
}
|
||||
}
|
||||
}
|
||||
@@ -0,0 +1,45 @@
|
||||
{
|
||||
"$schema": "https://json-schema.org/draft/2020-12/schema",
|
||||
"$id": "https://agent-plugins.org/schemas/1.0.0/plugin.schema.json",
|
||||
"title": "Agent Plugins Manifest",
|
||||
"description": "Machine-readable schema for plugin.json in Agent Plugins 1.0.0. The Agent Plugins specification defines additional semantic and operational requirements.",
|
||||
"type": "object",
|
||||
"properties": {
|
||||
"$schema": {
|
||||
"const": "https://agent-plugins.org/schemas/1.0.0/plugin.schema.json",
|
||||
"description": "Canonical identifier of the plugin manifest schema for the Agent Plugins version targeted by this document."
|
||||
},
|
||||
"name": {
|
||||
"type": "string",
|
||||
"minLength": 1,
|
||||
"maxLength": 64,
|
||||
"pattern": "^(?!.*(?:--|\\.\\.))[a-z0-9](?:[a-z0-9.-]*[a-z0-9])?$",
|
||||
"description": "Human-readable plugin name."
|
||||
},
|
||||
"version": { "type": "string" },
|
||||
"description": { "type": "string" },
|
||||
"author": {
|
||||
"type": "object",
|
||||
"properties": {
|
||||
"name": { "type": "string" },
|
||||
"email": { "type": "string" },
|
||||
"url": { "type": "string" }
|
||||
},
|
||||
"additionalProperties": false
|
||||
},
|
||||
"homepage": { "type": "string" },
|
||||
"repository": { "type": "string" },
|
||||
"license": { "type": "string" },
|
||||
"keywords": {
|
||||
"type": "array",
|
||||
"items": { "type": "string" }
|
||||
},
|
||||
"extensions": {
|
||||
"type": "object",
|
||||
"description": "Client-specific manifest data keyed by reverse-domain extension namespace. Agent Plugins assigns no semantics to namespace object contents.",
|
||||
"additionalProperties": { "type": "object" }
|
||||
}
|
||||
},
|
||||
"required": ["$schema", "name"],
|
||||
"additionalProperties": false
|
||||
}
|
||||
@@ -0,0 +1,76 @@
|
||||
#!/usr/bin/env python3
|
||||
from __future__ import annotations
|
||||
|
||||
import argparse
|
||||
import json
|
||||
import sys
|
||||
from pathlib import Path
|
||||
|
||||
from jsonschema import Draft202012Validator
|
||||
from skills_ref import validate as validate_skill
|
||||
|
||||
SCHEMAS = Path(__file__).resolve().parent / "schemas"
|
||||
|
||||
|
||||
def _schema_errors(path: Path, schema_name: str) -> list[str]:
|
||||
if not path.is_file():
|
||||
return [f"{path.name}: file is required"]
|
||||
|
||||
try:
|
||||
value = json.loads(path.read_text(encoding="utf-8"))
|
||||
except (OSError, json.JSONDecodeError) as error:
|
||||
return [f"{path.name}: {error}"]
|
||||
|
||||
schema = json.loads((SCHEMAS / schema_name).read_text(encoding="utf-8"))
|
||||
errors = Draft202012Validator(schema).iter_errors(value)
|
||||
return [
|
||||
f"{path.name}{''.join(f'.{part}' for part in error.absolute_path)}: {error.message}"
|
||||
for error in sorted(errors, key=lambda item: tuple(str(part) for part in item.absolute_path))
|
||||
]
|
||||
|
||||
|
||||
def validate_bundle(root: Path, kind: str) -> list[str]:
|
||||
errors: list[str] = []
|
||||
if not root.is_dir():
|
||||
return [f"{root}: directory is required"]
|
||||
|
||||
for path in sorted(root.rglob("*")):
|
||||
if path.is_symlink():
|
||||
errors.append(f"{path.relative_to(root)}: symlinks are not allowed in release bundles")
|
||||
|
||||
if kind == "portable":
|
||||
errors.extend(_schema_errors(root / "plugin.json", "plugin.schema.json"))
|
||||
if (root / "mcp.json").exists():
|
||||
errors.extend(_schema_errors(root / "mcp.json", "mcp.schema.json"))
|
||||
skills = root / "skills"
|
||||
if skills.is_dir():
|
||||
for skill in sorted(path for path in skills.iterdir() if path.is_dir()):
|
||||
errors.extend(f"skills/{skill.name}: {error}" for error in validate_skill(skill))
|
||||
elif kind == "native":
|
||||
for path in sorted(root.rglob("*.json")):
|
||||
relative = path.relative_to(root)
|
||||
try:
|
||||
json.loads(path.read_text(encoding="utf-8"))
|
||||
except (OSError, json.JSONDecodeError) as error:
|
||||
errors.append(f"{relative}: {error}")
|
||||
return sorted(errors)
|
||||
|
||||
|
||||
def main() -> int:
|
||||
parser = argparse.ArgumentParser(description="Validate a generated Mem0 plugin bundle")
|
||||
parser.add_argument("root", type=Path)
|
||||
parser.add_argument("--kind", choices=("portable", "native"), required=True)
|
||||
args = parser.parse_args()
|
||||
|
||||
errors = validate_bundle(args.root, args.kind)
|
||||
if errors:
|
||||
for error in errors:
|
||||
print(error, file=sys.stderr)
|
||||
return 1
|
||||
|
||||
print(f"Validated {args.kind} bundle: {args.root}")
|
||||
return 0
|
||||
|
||||
|
||||
if __name__ == "__main__":
|
||||
raise SystemExit(main())
|
||||
@@ -0,0 +1,58 @@
|
||||
#!/usr/bin/env python3
|
||||
"""Verify that a built TypeScript plugin is self-contained and publishable."""
|
||||
|
||||
from __future__ import annotations
|
||||
|
||||
import argparse
|
||||
import re
|
||||
import time
|
||||
from pathlib import Path
|
||||
from typing import Any
|
||||
|
||||
|
||||
CORE_ROOT = Path(__file__).resolve().parents[1]
|
||||
INTEGRATIONS_ROOT = CORE_ROOT.parent
|
||||
TYPESCRIPT_ARTIFACTS = {
|
||||
"openclaw": (INTEGRATIONS_ROOT / "openclaw", ("dist/index.js", "dist/index.d.ts")),
|
||||
"opencode": (INTEGRATIONS_ROOT / "opencode-plugin", ("dist/index.js", "index.d.ts")),
|
||||
"pi-agent": (
|
||||
INTEGRATIONS_ROOT / "pi-agent-plugin",
|
||||
("dist/index.js", "dist/index.d.ts", "dist/entry.js", "dist/entry.d.ts"),
|
||||
),
|
||||
"deepseek": (INTEGRATIONS_ROOT / "deepseek-plugin", ("dist/index.js", "dist/index.d.ts")),
|
||||
}
|
||||
MONOREPO_IMPORT = re.compile(
|
||||
r"(?:from\s+|import\s*\(|require\s*\()\s*['\"][^'\"]*agent-plugin-core"
|
||||
)
|
||||
|
||||
|
||||
def verify_artifact(group: str, package: Path, required: tuple[str, ...]) -> dict[str, Any]:
|
||||
started = time.monotonic()
|
||||
errors = [f"missing package artifact: {name}" for name in required if not (package / name).is_file()]
|
||||
dist = package / "dist"
|
||||
for pattern in ("*.js", "*.mjs", "*.cjs", "*.d.ts"):
|
||||
for artifact in dist.rglob(pattern) if dist.is_dir() else ():
|
||||
if MONOREPO_IMPORT.search(artifact.read_text(encoding="utf-8")):
|
||||
errors.append(f"monorepo source import in package artifact: {artifact.relative_to(package)}")
|
||||
return {
|
||||
"name": f"{group}-artifact",
|
||||
"group": group,
|
||||
"status": "failed" if errors else "passed",
|
||||
"duration_seconds": round(time.monotonic() - started, 3),
|
||||
**({"output": "\n".join(errors)} if errors else {}),
|
||||
}
|
||||
|
||||
|
||||
def main() -> int:
|
||||
parser = argparse.ArgumentParser(description=__doc__)
|
||||
parser.add_argument("group", choices=tuple(TYPESCRIPT_ARTIFACTS))
|
||||
args = parser.parse_args()
|
||||
package, required = TYPESCRIPT_ARTIFACTS[args.group]
|
||||
result = verify_artifact(args.group, package, required)
|
||||
if result.get("output"):
|
||||
print(result["output"])
|
||||
return 0 if result["status"] == "passed" else 1
|
||||
|
||||
|
||||
if __name__ == "__main__":
|
||||
raise SystemExit(main())
|
||||
@@ -0,0 +1,320 @@
|
||||
#!/usr/bin/env python3
|
||||
"""Run every coding-agent plugin check and emit one conformance report."""
|
||||
|
||||
from __future__ import annotations
|
||||
|
||||
import argparse
|
||||
import json
|
||||
import os
|
||||
import subprocess
|
||||
import sys
|
||||
import tempfile
|
||||
import time
|
||||
from pathlib import Path
|
||||
from typing import Any
|
||||
|
||||
|
||||
CORE_ROOT = Path(__file__).resolve().parents[1]
|
||||
REPOSITORY_ROOT = CORE_ROOT.parents[1]
|
||||
PYTHON_HOSTS = ("claude-code", "cursor", "codex", "kimi", "antigravity")
|
||||
GROUPS = (
|
||||
"python-bundles",
|
||||
"python-tests",
|
||||
"typescript-core",
|
||||
"openclaw",
|
||||
"opencode",
|
||||
"pi-agent",
|
||||
"deepseek",
|
||||
)
|
||||
LIVE_GROUP = "live-platform"
|
||||
|
||||
sys.path.insert(0, str(CORE_ROOT))
|
||||
sys.path.insert(0, str(CORE_ROOT / "python"))
|
||||
from memory_core import redact # noqa: E402
|
||||
from build.build import build # noqa: E402
|
||||
from conformance.artifacts import TYPESCRIPT_ARTIFACTS, verify_artifact as _typescript_artifact_check # noqa: E402
|
||||
|
||||
|
||||
def _package_directories() -> dict[str, Path]:
|
||||
return {
|
||||
"typescript-core": CORE_ROOT / "typescript",
|
||||
"openclaw": REPOSITORY_ROOT / "integrations" / "openclaw",
|
||||
"opencode": REPOSITORY_ROOT / "integrations" / "opencode-plugin",
|
||||
"pi-agent": REPOSITORY_ROOT / "integrations" / "pi-agent-plugin",
|
||||
"deepseek": REPOSITORY_ROOT / "integrations" / "deepseek-plugin",
|
||||
}
|
||||
|
||||
|
||||
def _runtime_commands() -> dict[str, list[list[str]]]:
|
||||
return {
|
||||
"python-tests": [
|
||||
[
|
||||
sys.executable,
|
||||
"-m",
|
||||
"pytest",
|
||||
"integrations/agent-plugin-core/tests",
|
||||
"integrations/claude-code-plugin/tests",
|
||||
"integrations/cursor-plugin/tests",
|
||||
"integrations/codex-plugin/tests",
|
||||
"integrations/kimi-plugin/tests",
|
||||
"integrations/antigravity-plugin/tests",
|
||||
"-q",
|
||||
"--ignore=integrations/agent-plugin-core/tests/test_conformance.py",
|
||||
"--ignore=integrations/claude-code-plugin/tests/integration",
|
||||
]
|
||||
],
|
||||
"typescript-core": [["pnpm", "test"], ["pnpm", "typecheck"]],
|
||||
"openclaw": [
|
||||
["pnpm", "test"],
|
||||
["pnpm", "exec", "tsc", "--noEmit"],
|
||||
["pnpm", "build"],
|
||||
],
|
||||
"opencode": [
|
||||
["bun", "test"],
|
||||
["bun", "run", "type-check"],
|
||||
["bun", "run", "build"],
|
||||
],
|
||||
"pi-agent": [
|
||||
["pnpm", "test"],
|
||||
["pnpm", "typecheck"],
|
||||
["pnpm", "build"],
|
||||
],
|
||||
"deepseek": [
|
||||
["pnpm", "test"],
|
||||
["pnpm", "typecheck"],
|
||||
["pnpm", "build"],
|
||||
],
|
||||
LIVE_GROUP: [
|
||||
[
|
||||
sys.executable,
|
||||
"-m",
|
||||
"pytest",
|
||||
"integrations/claude-code-plugin/tests/integration",
|
||||
"-q",
|
||||
]
|
||||
],
|
||||
}
|
||||
|
||||
|
||||
def _planned_checks(groups: set[str]) -> list[dict[str, Any]]:
|
||||
checks: list[dict[str, Any]] = []
|
||||
if "python-bundles" in groups:
|
||||
checks.append(
|
||||
{
|
||||
"name": "python-bundles",
|
||||
"group": "python-bundles",
|
||||
"status": "planned",
|
||||
"hosts": list(PYTHON_HOSTS),
|
||||
"kinds": {"native": list(PYTHON_HOSTS), "portable": ["mem0-agent-plugin"]},
|
||||
}
|
||||
)
|
||||
for group, commands in _runtime_commands().items():
|
||||
if group not in groups:
|
||||
continue
|
||||
for index, command in enumerate(commands, start=1):
|
||||
checks.append(
|
||||
{
|
||||
"name": f"{group}-{index}",
|
||||
"group": group,
|
||||
"status": "planned",
|
||||
"command": command,
|
||||
}
|
||||
)
|
||||
if group in TYPESCRIPT_ARTIFACTS:
|
||||
_, required = TYPESCRIPT_ARTIFACTS[group]
|
||||
checks.append(
|
||||
{
|
||||
"name": f"{group}-artifact",
|
||||
"group": group,
|
||||
"status": "planned",
|
||||
"required": list(required),
|
||||
}
|
||||
)
|
||||
return checks
|
||||
|
||||
|
||||
def _command_check(
|
||||
name: str,
|
||||
group: str,
|
||||
command: list[str],
|
||||
*,
|
||||
cwd: Path,
|
||||
environment_overrides: dict[str, str] | None = None,
|
||||
) -> dict[str, Any]:
|
||||
started = time.monotonic()
|
||||
environment = dict(os.environ)
|
||||
environment.update(environment_overrides or {})
|
||||
safe_command = [redact(part) for part in command]
|
||||
try:
|
||||
result = subprocess.run(
|
||||
command,
|
||||
cwd=cwd,
|
||||
env=environment,
|
||||
text=True,
|
||||
capture_output=True,
|
||||
check=False,
|
||||
)
|
||||
output = redact((result.stdout + result.stderr).strip())
|
||||
return {
|
||||
"name": name,
|
||||
"group": group,
|
||||
"status": "passed" if result.returncode == 0 else "failed",
|
||||
"duration_seconds": round(time.monotonic() - started, 3),
|
||||
"command": safe_command,
|
||||
"exit_code": result.returncode,
|
||||
**({"output": output[-8_000:]} if output else {}),
|
||||
}
|
||||
except OSError as exc:
|
||||
return {
|
||||
"name": name,
|
||||
"group": group,
|
||||
"status": "failed",
|
||||
"duration_seconds": round(time.monotonic() - started, 3),
|
||||
"command": safe_command,
|
||||
"exit_code": None,
|
||||
"output": redact(str(exc)),
|
||||
}
|
||||
|
||||
|
||||
def _bundle_checks(artifacts_dir: Path) -> list[dict[str, Any]]:
|
||||
checks: list[dict[str, Any]] = []
|
||||
plugins = [(host, "native") for host in PYTHON_HOSTS] + [("mem0-agent-plugin", "portable")]
|
||||
for host, kind in plugins:
|
||||
started = time.monotonic()
|
||||
try:
|
||||
output = artifacts_dir / host
|
||||
build(host, kind, output)
|
||||
status, error = "passed", ""
|
||||
except Exception as exc:
|
||||
status, error = "failed", f"{type(exc).__name__}: {exc}"
|
||||
checks.append(
|
||||
{
|
||||
"name": f"{host}-{kind}",
|
||||
"group": "python-bundles",
|
||||
"host": host,
|
||||
"kind": kind,
|
||||
"status": status,
|
||||
"duration_seconds": round(time.monotonic() - started, 3),
|
||||
**({"output": error} if error else {}),
|
||||
}
|
||||
)
|
||||
return checks
|
||||
|
||||
|
||||
def _install_checks(groups: set[str]) -> list[dict[str, Any]]:
|
||||
checks: list[dict[str, Any]] = []
|
||||
for group, package in _package_directories().items():
|
||||
if group not in groups:
|
||||
continue
|
||||
command = (
|
||||
["bun", "install", "--frozen-lockfile"]
|
||||
if group == "opencode"
|
||||
else ["pnpm", "install", "--frozen-lockfile"]
|
||||
)
|
||||
checks.append(
|
||||
_command_check(
|
||||
f"{group}-install",
|
||||
group,
|
||||
command,
|
||||
cwd=package,
|
||||
environment_overrides={"CI": "true"},
|
||||
)
|
||||
)
|
||||
return checks
|
||||
|
||||
|
||||
def _runtime_checks(groups: set[str]) -> list[dict[str, Any]]:
|
||||
checks: list[dict[str, Any]] = []
|
||||
directories = {
|
||||
**_package_directories(),
|
||||
"python-tests": REPOSITORY_ROOT,
|
||||
LIVE_GROUP: REPOSITORY_ROOT,
|
||||
}
|
||||
for group, commands in _runtime_commands().items():
|
||||
if group not in groups:
|
||||
continue
|
||||
for index, command in enumerate(commands, start=1):
|
||||
checks.append(
|
||||
_command_check(
|
||||
f"{group}-{index}",
|
||||
group,
|
||||
command,
|
||||
cwd=directories[group],
|
||||
)
|
||||
)
|
||||
if group in TYPESCRIPT_ARTIFACTS:
|
||||
_, required = TYPESCRIPT_ARTIFACTS[group]
|
||||
checks.append(
|
||||
_typescript_artifact_check(
|
||||
group,
|
||||
directories[group],
|
||||
required,
|
||||
)
|
||||
)
|
||||
return checks
|
||||
|
||||
|
||||
def _print_report(report: dict[str, Any]) -> None:
|
||||
for check in report["checks"]:
|
||||
marker = {"passed": "PASS", "failed": "FAIL", "planned": "PLAN"}[check["status"]]
|
||||
duration = f" ({check['duration_seconds']:.3f}s)" if "duration_seconds" in check else ""
|
||||
print(f"{marker:4} {check['name']}{duration}")
|
||||
if check["status"] == "failed" and check.get("output"):
|
||||
print(check["output"])
|
||||
print(f"\nConformance: {report['status']} ({len(report['checks'])} checks)")
|
||||
|
||||
|
||||
def main() -> int:
|
||||
parser = argparse.ArgumentParser(description=__doc__)
|
||||
parser.add_argument("--group", action="append", choices=("all", *GROUPS, LIVE_GROUP), default=[])
|
||||
parser.add_argument("--list", action="store_true", help="Print the checks without running them")
|
||||
parser.add_argument("--install", action="store_true", help="Install TypeScript dependencies first")
|
||||
parser.add_argument("--live", action="store_true", help="Run the opt-in tests against Mem0 Platform")
|
||||
parser.add_argument("--artifacts-dir", type=Path)
|
||||
parser.add_argument("--report", type=Path)
|
||||
args = parser.parse_args()
|
||||
|
||||
selected = set(GROUPS if not args.group or "all" in args.group else args.group)
|
||||
if args.live:
|
||||
selected.add(LIVE_GROUP)
|
||||
if args.list:
|
||||
report = {"status": "planned", "checks": _planned_checks(selected)}
|
||||
if args.report:
|
||||
args.report.parent.mkdir(parents=True, exist_ok=True)
|
||||
args.report.write_text(json.dumps(report, indent=2) + "\n", encoding="utf-8")
|
||||
_print_report(report)
|
||||
return 0
|
||||
if LIVE_GROUP in selected and not os.environ.get("MEM0_API_KEY"):
|
||||
parser.error("MEM0_API_KEY is required for --live")
|
||||
|
||||
temporary = None
|
||||
if args.artifacts_dir:
|
||||
artifacts_dir = args.artifacts_dir.resolve()
|
||||
artifacts_dir.mkdir(parents=True, exist_ok=True)
|
||||
else:
|
||||
temporary = tempfile.TemporaryDirectory(prefix="mem0-plugin-conformance-")
|
||||
artifacts_dir = Path(temporary.name)
|
||||
|
||||
checks: list[dict[str, Any]] = []
|
||||
try:
|
||||
if args.install:
|
||||
checks.extend(_install_checks(selected))
|
||||
if "python-bundles" in selected:
|
||||
checks.extend(_bundle_checks(artifacts_dir))
|
||||
checks.extend(_runtime_checks(selected))
|
||||
report = {
|
||||
"status": "passed" if all(check["status"] == "passed" for check in checks) else "failed",
|
||||
"checks": checks,
|
||||
}
|
||||
if args.report:
|
||||
args.report.parent.mkdir(parents=True, exist_ok=True)
|
||||
args.report.write_text(json.dumps(report, indent=2) + "\n", encoding="utf-8")
|
||||
_print_report(report)
|
||||
return 0 if report["status"] == "passed" else 1
|
||||
finally:
|
||||
if temporary is not None:
|
||||
temporary.cleanup()
|
||||
|
||||
|
||||
if __name__ == "__main__":
|
||||
raise SystemExit(main())
|
||||
@@ -0,0 +1,100 @@
|
||||
#!/usr/bin/env python3
|
||||
"""Detached remote checkpoint worker.
|
||||
|
||||
Claude Code may cancel SessionEnd hooks as a print-mode process exits. The hook
|
||||
therefore persists its input first and launches this process in a new session.
|
||||
"""
|
||||
|
||||
from __future__ import annotations
|
||||
|
||||
import json
|
||||
import os
|
||||
import sys
|
||||
import time
|
||||
from pathlib import Path
|
||||
|
||||
import telemetry
|
||||
from memory_core import (
|
||||
EvidenceStore,
|
||||
checkpoint_session,
|
||||
configure_harness,
|
||||
touch_handoff_heartbeat,
|
||||
)
|
||||
|
||||
|
||||
def main() -> int:
|
||||
if len(sys.argv) != 2:
|
||||
return 2
|
||||
handoff_path = Path(sys.argv[1])
|
||||
os.environ["MEM0_CODE_HANDOFF_PATH"] = str(handoff_path)
|
||||
harness = os.environ.get("MEM0_PLUGIN_HARNESS")
|
||||
if harness:
|
||||
source_tag = os.environ.get("MEM0_PLUGIN_SOURCE_TAG", "")
|
||||
configure_harness(
|
||||
harness,
|
||||
env_prefix=os.environ.get("MEM0_PLUGIN_ENV_PREFIX", ""),
|
||||
data_dir_name=os.environ.get("MEM0_PLUGIN_DATA_DIR_NAME", ""),
|
||||
source_tag=source_tag,
|
||||
)
|
||||
telemetry.init(harness=harness, source_tag=source_tag.upper())
|
||||
completed = False
|
||||
try:
|
||||
payload = json.loads(handoff_path.read_text(encoding="utf-8"))
|
||||
delay = float(payload.get("delay_seconds") or 0)
|
||||
if delay > 0:
|
||||
payload.pop("delay_seconds", None)
|
||||
temporary = handoff_path.with_suffix(f".{os.getpid()}.tmp")
|
||||
try:
|
||||
temporary.write_text(json.dumps(payload), encoding="utf-8")
|
||||
temporary.replace(handoff_path)
|
||||
finally:
|
||||
temporary.unlink(missing_ok=True)
|
||||
time.sleep(delay)
|
||||
if not handoff_path.exists():
|
||||
return 0
|
||||
hook_input = payload.get("hook_input") or {}
|
||||
reason = str(payload.get("reason") or "checkpoint")
|
||||
wait_for_inflight = bool(payload.get("wait_for_inflight"))
|
||||
store = EvidenceStore()
|
||||
try:
|
||||
if wait_for_inflight:
|
||||
session_id = str(
|
||||
hook_input.get("session_id") or "unknown-session"
|
||||
)
|
||||
repo = store.repo_for_session(session_id, hook_input.get("cwd"))
|
||||
deadline = time.monotonic() + float(
|
||||
os.environ.get("MEM0_CODE_EXTRACTION_WAIT_SECONDS", "120")
|
||||
)
|
||||
while (
|
||||
store.has_inflight_flush(repo.identity, session_id)
|
||||
and time.monotonic() < deadline
|
||||
):
|
||||
touch_handoff_heartbeat()
|
||||
time.sleep(0.25)
|
||||
# Hooks capture the conversation before handoff; the worker only flushes it.
|
||||
result = checkpoint_session(store, hook_input, reason)
|
||||
print(json.dumps(result, sort_keys=True), flush=True)
|
||||
completed = result.get("status") in {
|
||||
"semantic-succeeded",
|
||||
"explicitly-stored",
|
||||
"nothing-to-flush",
|
||||
}
|
||||
finally:
|
||||
store.close()
|
||||
return 0
|
||||
finally:
|
||||
telemetry.flush()
|
||||
if completed:
|
||||
try:
|
||||
handoff_path.unlink()
|
||||
except OSError:
|
||||
pass
|
||||
elif handoff_path.suffix == ".running":
|
||||
try:
|
||||
handoff_path.replace(handoff_path.with_suffix(".json"))
|
||||
except OSError:
|
||||
pass
|
||||
|
||||
|
||||
if __name__ == "__main__":
|
||||
raise SystemExit(main())
|
||||
@@ -0,0 +1,372 @@
|
||||
"""Shared hook orchestration for all Mem0 agent plugins."""
|
||||
|
||||
from __future__ import annotations
|
||||
|
||||
import argparse
|
||||
import hashlib
|
||||
import json
|
||||
import os
|
||||
import subprocess
|
||||
import sys
|
||||
import time
|
||||
import uuid
|
||||
from pathlib import Path
|
||||
|
||||
import telemetry
|
||||
from memory_core import (
|
||||
EvidenceStore,
|
||||
_session_id,
|
||||
api_key,
|
||||
bounded,
|
||||
cache_plugin_api_key,
|
||||
checkpoint_session,
|
||||
clear_stale_api_key_cache,
|
||||
configure_harness,
|
||||
data_dir,
|
||||
detached_process_kwargs,
|
||||
format_context,
|
||||
harness_config,
|
||||
record_session_start,
|
||||
record_tool,
|
||||
record_user_prompt,
|
||||
redact,
|
||||
search_memories,
|
||||
)
|
||||
|
||||
STALE_RUNNING_SECONDS = 300
|
||||
PENDING_EXPIRY_SECONDS = 7 * 24 * 60 * 60
|
||||
PENDING_LAUNCH_LIMIT = 5
|
||||
DEFAULT_IDLE_FLUSH_SECONDS = 300
|
||||
|
||||
_core_dir: Path = Path(__file__).resolve().parent
|
||||
|
||||
|
||||
def read_hook_input() -> dict:
|
||||
try:
|
||||
value = json.load(sys.stdin)
|
||||
return value if isinstance(value, dict) else {}
|
||||
except (json.JSONDecodeError, OSError):
|
||||
return {}
|
||||
|
||||
|
||||
def default_record_stop(store: EvidenceStore, hook_input: dict):
|
||||
"""Record the assistant's response without transcript parsing."""
|
||||
session_id = _session_id(hook_input)
|
||||
repo = store.repo_for_session(session_id, hook_input.get("cwd"))
|
||||
message = redact(hook_input.get("last_assistant_message", "")).strip()
|
||||
if message:
|
||||
store.record_assistant_response(repo, session_id, message)
|
||||
return repo, session_id
|
||||
|
||||
|
||||
def first_prompt_memory_output(store: EvidenceStore, hook_input: dict) -> dict:
|
||||
"""Search once before the agent handles the first prompt in a session."""
|
||||
repo, session_id, prompt, is_first_prompt = record_user_prompt(store, hook_input)
|
||||
if not is_first_prompt:
|
||||
return {}
|
||||
try:
|
||||
minimum_query_chars = int(os.environ.get("MEM0_CODE_MIN_QUERY_CHARS", "20"))
|
||||
except ValueError:
|
||||
minimum_query_chars = 20
|
||||
if len(prompt.strip()) < max(minimum_query_chars, 1):
|
||||
return {}
|
||||
result = search_memories(
|
||||
store, repo, session_id, bounded(prompt, 6000),
|
||||
top_k=5, operation="first-prompt-search", timeout=2,
|
||||
)
|
||||
if not result.memories:
|
||||
return {}
|
||||
context = format_context(
|
||||
result.memories,
|
||||
"Mem0 found these relevant memories from earlier work in this repository:",
|
||||
)
|
||||
telemetry.record(
|
||||
"context_injected",
|
||||
repo=repo, session_id=session_id, trigger="first-prompt",
|
||||
memory_count=len(result.memories), context_chars=len(context),
|
||||
prompt_chars=len(prompt),
|
||||
)
|
||||
return {
|
||||
"hookSpecificOutput": {
|
||||
"hookEventName": "UserPromptSubmit",
|
||||
"additionalContext": context,
|
||||
},
|
||||
}
|
||||
|
||||
|
||||
def _launch_handoff(handoff_path: Path) -> bool:
|
||||
running_path = handoff_path.with_suffix(".running")
|
||||
try:
|
||||
handoff_path.replace(running_path)
|
||||
except OSError:
|
||||
return False
|
||||
worker = _core_dir / "flush_worker.py"
|
||||
log_path = data_dir() / "flush-worker.log"
|
||||
log_handle = open(log_path, "a", encoding="utf-8")
|
||||
harness = harness_config()
|
||||
child_env = os.environ.copy()
|
||||
child_env.update(
|
||||
{
|
||||
"MEM0_CODE_DATA_DIR": str(data_dir()),
|
||||
"MEM0_PLUGIN_HARNESS": harness["name"],
|
||||
"MEM0_PLUGIN_ENV_PREFIX": harness["env_prefix"],
|
||||
"MEM0_PLUGIN_DATA_DIR_NAME": harness["data_dir_name"],
|
||||
"MEM0_PLUGIN_SOURCE_TAG": harness["source_tag"],
|
||||
}
|
||||
)
|
||||
try:
|
||||
subprocess.Popen(
|
||||
[sys.executable, str(worker), str(running_path)],
|
||||
stdin=subprocess.DEVNULL,
|
||||
stdout=log_handle, stderr=log_handle,
|
||||
close_fds=True,
|
||||
env=child_env,
|
||||
**detached_process_kwargs(),
|
||||
)
|
||||
finally:
|
||||
log_handle.close()
|
||||
return True
|
||||
|
||||
|
||||
def recover_pending_handoffs() -> int:
|
||||
pending_dir = data_dir() / "pending"
|
||||
pending_dir.mkdir(parents=True, exist_ok=True)
|
||||
now = time.time()
|
||||
for running in pending_dir.glob("*.running"):
|
||||
try:
|
||||
if now - running.stat().st_mtime > STALE_RUNNING_SECONDS:
|
||||
running.replace(running.with_suffix(".json"))
|
||||
except OSError:
|
||||
continue
|
||||
recoverable = []
|
||||
for handoff in pending_dir.glob("*.json"):
|
||||
try:
|
||||
age = now - handoff.stat().st_mtime
|
||||
except OSError:
|
||||
continue
|
||||
if age > PENDING_EXPIRY_SECONDS:
|
||||
handoff.unlink(missing_ok=True)
|
||||
continue
|
||||
recoverable.append((age, handoff))
|
||||
recoverable.sort(key=lambda item: item[0], reverse=True)
|
||||
launched = 0
|
||||
for _, handoff in recoverable[:PENDING_LAUNCH_LIMIT]:
|
||||
launched += int(_launch_handoff(handoff))
|
||||
return launched
|
||||
|
||||
|
||||
def refresh_pending_handoffs() -> None:
|
||||
pending_dir = data_dir() / "pending"
|
||||
if not pending_dir.is_dir():
|
||||
return
|
||||
for pattern in ("*.json", "*.running"):
|
||||
for handoff in pending_dir.glob(pattern):
|
||||
try:
|
||||
os.utime(handoff)
|
||||
except OSError:
|
||||
continue
|
||||
|
||||
|
||||
def hand_off_flush(
|
||||
hook_input: dict, reason: str, *, wait_for_inflight: bool = False,
|
||||
) -> None:
|
||||
pending_dir = data_dir() / "pending"
|
||||
pending_dir.mkdir(parents=True, exist_ok=True)
|
||||
material = (
|
||||
f"{hook_input.get('cwd', '')}\0{hook_input.get('session_id', '')}\0{reason}"
|
||||
)
|
||||
digest = hashlib.sha256(material.encode()).hexdigest()[:24]
|
||||
handoff_path = pending_dir / f"{digest}-{uuid.uuid4().hex[:8]}.json"
|
||||
temporary_path = handoff_path.with_suffix(".tmp")
|
||||
temporary_path.write_text(
|
||||
json.dumps({
|
||||
"hook_input": hook_input,
|
||||
"reason": reason,
|
||||
"wait_for_inflight": wait_for_inflight,
|
||||
}),
|
||||
encoding="utf-8",
|
||||
)
|
||||
temporary_path.replace(handoff_path)
|
||||
_launch_handoff(handoff_path)
|
||||
|
||||
|
||||
def automatic_flush_enabled() -> bool:
|
||||
return os.environ.get("MEM0_CODE_AUTO_FLUSH", "true").lower() in {
|
||||
"1", "true", "yes", "on",
|
||||
}
|
||||
|
||||
|
||||
def schedule_periodic_checkpoint(
|
||||
store: EvidenceStore, hook_input: dict, repo, session_id: str,
|
||||
) -> bool:
|
||||
if (
|
||||
not automatic_flush_enabled()
|
||||
or not api_key()
|
||||
or not store.checkpoint_due(repo.identity, session_id)
|
||||
):
|
||||
return False
|
||||
if store.prepare_flush(repo, session_id, "periodic") is None:
|
||||
return False
|
||||
hand_off_flush(hook_input, "periodic")
|
||||
return True
|
||||
|
||||
|
||||
def _idle_flush_seconds() -> int:
|
||||
try:
|
||||
return max(
|
||||
int(os.environ.get("MEM0_CODE_IDLE_FLUSH_SECONDS", str(DEFAULT_IDLE_FLUSH_SECONDS))),
|
||||
0,
|
||||
)
|
||||
except ValueError:
|
||||
return DEFAULT_IDLE_FLUSH_SECONDS
|
||||
|
||||
|
||||
def schedule_idle_flush(
|
||||
store: EvidenceStore, hook_input: dict, repo, session_id: str,
|
||||
) -> bool:
|
||||
delay = _idle_flush_seconds()
|
||||
if delay <= 0 or not automatic_flush_enabled() or not api_key():
|
||||
return False
|
||||
if store.has_inflight_flush(repo.identity, session_id):
|
||||
return False
|
||||
if not store.has_unflushed_events(repo.identity, session_id):
|
||||
return False
|
||||
pending_dir = data_dir() / "pending"
|
||||
pending_dir.mkdir(parents=True, exist_ok=True)
|
||||
material = f"idle\0{hook_input.get('cwd', '')}\0{hook_input.get('session_id', '')}"
|
||||
digest = hashlib.sha256(material.encode()).hexdigest()[:24]
|
||||
for old in pending_dir.glob(f"idle-{digest}*"):
|
||||
old.unlink(missing_ok=True)
|
||||
handoff_path = pending_dir / f"idle-{digest}-{uuid.uuid4().hex[:8]}.json"
|
||||
temporary_path = handoff_path.with_suffix(".tmp")
|
||||
temporary_path.write_text(
|
||||
json.dumps({
|
||||
"hook_input": hook_input,
|
||||
"reason": "idle",
|
||||
"delay_seconds": delay,
|
||||
}),
|
||||
encoding="utf-8",
|
||||
)
|
||||
temporary_path.replace(handoff_path)
|
||||
_launch_handoff(handoff_path)
|
||||
return True
|
||||
|
||||
|
||||
def log_failure(exc: Exception) -> None:
|
||||
try:
|
||||
log_path = data_dir() / "plugin-errors.log"
|
||||
with log_path.open("a", encoding="utf-8") as handle:
|
||||
handle.write(f"{time.time():.3f} {type(exc).__name__}: {exc}\n")
|
||||
except OSError:
|
||||
pass
|
||||
|
||||
|
||||
def run(
|
||||
*,
|
||||
record_stop_fn=None,
|
||||
extra_actions: dict | None = None,
|
||||
data_dir_env: str = "MEM0_PLUGIN_DATA_DIR",
|
||||
automatic_flush_reasons: set | None = None,
|
||||
) -> int:
|
||||
if record_stop_fn is None:
|
||||
record_stop_fn = default_record_stop
|
||||
if automatic_flush_reasons is None:
|
||||
automatic_flush_reasons = {"session-end"}
|
||||
|
||||
base_actions = ["session-start", "user-prompt", "post-tool", "stop", "flush"]
|
||||
all_actions = base_actions + list((extra_actions or {}).keys())
|
||||
|
||||
parser = argparse.ArgumentParser()
|
||||
parser.add_argument("action", choices=all_actions)
|
||||
parser.add_argument("--reason", default="manual")
|
||||
parser.add_argument("--plugin-data-dir", default="")
|
||||
parser.add_argument("--harness", default="")
|
||||
args = parser.parse_args()
|
||||
|
||||
if args.harness:
|
||||
configure_harness(args.harness)
|
||||
telemetry.init(harness=args.harness)
|
||||
|
||||
if args.plugin_data_dir:
|
||||
os.environ[data_dir_env] = args.plugin_data_dir
|
||||
|
||||
cache_plugin_api_key()
|
||||
if args.action == "session-start":
|
||||
clear_stale_api_key_cache()
|
||||
|
||||
hook_input = read_hook_input()
|
||||
store = EvidenceStore()
|
||||
try:
|
||||
if store.is_paused():
|
||||
if args.action == "session-start":
|
||||
refresh_pending_handoffs()
|
||||
telemetry.record("session_start", paused=True)
|
||||
telemetry.spawn_flush()
|
||||
return 0
|
||||
|
||||
if args.action == "session-start":
|
||||
if telemetry.is_first_run():
|
||||
telemetry.record("install")
|
||||
recovered = recover_pending_handoffs()
|
||||
record_session_start(store, hook_input)
|
||||
if recovered:
|
||||
telemetry.record("handoff_recovered", count=recovered)
|
||||
telemetry.spawn_flush()
|
||||
elif args.action == "user-prompt":
|
||||
output = first_prompt_memory_output(store, hook_input)
|
||||
if output:
|
||||
print(json.dumps(output))
|
||||
elif args.action == "post-tool":
|
||||
record_tool(store, hook_input)
|
||||
elif args.action == "stop":
|
||||
repo, session_id = record_stop_fn(store, hook_input)
|
||||
if not schedule_periodic_checkpoint(store, hook_input, repo, session_id):
|
||||
schedule_idle_flush(store, hook_input, repo, session_id)
|
||||
elif args.action == "flush":
|
||||
automatic = args.reason in automatic_flush_reasons
|
||||
if automatic and not automatic_flush_enabled():
|
||||
return 0
|
||||
if args.reason == "session-end":
|
||||
record_stop_fn(store, hook_input)
|
||||
if os.environ.get("MEM0_CODE_SYNC_FLUSH") == "1":
|
||||
print(json.dumps(checkpoint_session(store, hook_input, args.reason)))
|
||||
else:
|
||||
session_id = str(hook_input.get("session_id") or "unknown-session")
|
||||
repo = store.repo_for_session(session_id, hook_input.get("cwd"))
|
||||
already_running = store.has_inflight_flush(repo.identity, session_id)
|
||||
if already_running and args.reason == "session-end":
|
||||
hand_off_flush(hook_input, args.reason, wait_for_inflight=True)
|
||||
elif not already_running and store.prepare_flush(
|
||||
repo, session_id, args.reason,
|
||||
) is not None:
|
||||
hand_off_flush(hook_input, args.reason)
|
||||
elif extra_actions and args.action in extra_actions:
|
||||
result = extra_actions[args.action](store, hook_input)
|
||||
if result:
|
||||
print(json.dumps(result))
|
||||
finally:
|
||||
store.close()
|
||||
return 0
|
||||
|
||||
|
||||
def entry_point(
|
||||
*,
|
||||
record_stop_fn=None,
|
||||
extra_actions: dict | None = None,
|
||||
data_dir_env: str = "MEM0_PLUGIN_DATA_DIR",
|
||||
automatic_flush_reasons: set | None = None,
|
||||
) -> None:
|
||||
try:
|
||||
raise SystemExit(run(
|
||||
record_stop_fn=record_stop_fn,
|
||||
extra_actions=extra_actions,
|
||||
data_dir_env=data_dir_env,
|
||||
automatic_flush_reasons=automatic_flush_reasons,
|
||||
))
|
||||
except Exception as exc:
|
||||
log_failure(exc)
|
||||
raise SystemExit(0)
|
||||
|
||||
|
||||
if __name__ == "__main__":
|
||||
entry_point()
|
||||
@@ -0,0 +1,247 @@
|
||||
#!/usr/bin/env python3
|
||||
"""Expose Mem0's memory search as one local coding-agent tool."""
|
||||
|
||||
from __future__ import annotations
|
||||
|
||||
import json
|
||||
import os
|
||||
import sys
|
||||
from typing import Any
|
||||
|
||||
import telemetry
|
||||
from memory_core import (
|
||||
CODING_MEMORY_CATEGORY_NAMES,
|
||||
PLUGIN_VERSION,
|
||||
SEARCH_SCOPES,
|
||||
format_search_result,
|
||||
resolve_repo,
|
||||
search_memories,
|
||||
)
|
||||
|
||||
PROTOCOL_VERSION = "2024-11-05"
|
||||
TOOL_NAME = "search_memories"
|
||||
TOOL_DESCRIPTION = (
|
||||
"Search memories from earlier work in this repository. ALWAYS call this "
|
||||
"tool before answering anything that could depend on prior context: the "
|
||||
"user's preferences, facts about this codebase, history, people, projects, "
|
||||
"or earlier decisions. Do not rely on the chat window alone. The "
|
||||
"repository's memory is shared by everyone who works in it and includes "
|
||||
"what it took to run, test, or build here, so search before assuming an "
|
||||
"invocation works. The scope argument changes what is searched: 'repo' "
|
||||
"(default) is the whole repository's shared memory plus your own "
|
||||
"preferences, 'dir' narrows the shared part to the directory you are "
|
||||
"working in, and 'mine' is your preferences alone."
|
||||
)
|
||||
TOOL_SCHEMA = {
|
||||
"type": "object",
|
||||
"properties": {
|
||||
"query": {
|
||||
"type": "string",
|
||||
"minLength": 1,
|
||||
"maxLength": 2000,
|
||||
"description": "A direct question about earlier work in this repository.",
|
||||
},
|
||||
"top_k": {
|
||||
"type": "integer",
|
||||
"minimum": 1,
|
||||
"maximum": 20,
|
||||
"description": "Maximum memories to return. Uses Mem0's configured default when omitted.",
|
||||
},
|
||||
"category": {
|
||||
"type": "string",
|
||||
"enum": list(CODING_MEMORY_CATEGORY_NAMES),
|
||||
"description": "Optional memory category. Omit to search every category.",
|
||||
},
|
||||
"scope": {
|
||||
"type": "string",
|
||||
"enum": list(SEARCH_SCOPES),
|
||||
"description": (
|
||||
"Which memories to search. 'repo' (default) is the whole repository's "
|
||||
"shared memory plus your own preferences, 'dir' narrows the shared "
|
||||
"part to the current directory, 'mine' is your preferences alone."
|
||||
),
|
||||
},
|
||||
"run_id": {
|
||||
"type": "string",
|
||||
"minLength": 1,
|
||||
"description": (
|
||||
"Optional coding-agent session ID. With any scope, restricts results to memories "
|
||||
"saved in that session. Omit to recall memories across sessions."
|
||||
),
|
||||
},
|
||||
},
|
||||
"required": ["query"],
|
||||
"additionalProperties": False,
|
||||
}
|
||||
|
||||
|
||||
class ToolInputError(ValueError):
|
||||
pass
|
||||
|
||||
|
||||
def _validate_arguments(
|
||||
arguments: Any,
|
||||
) -> tuple[str, int | None, str | None, str | None, str | None]:
|
||||
if not isinstance(arguments, dict):
|
||||
raise ToolInputError("Search arguments must be an object.")
|
||||
|
||||
unknown = set(arguments) - {"query", "top_k", "category", "scope", "run_id"}
|
||||
if unknown:
|
||||
raise ToolInputError(f"Unknown search argument: {sorted(unknown)[0]}")
|
||||
|
||||
query = arguments.get("query")
|
||||
if not isinstance(query, str) or not query.strip():
|
||||
raise ToolInputError("query must be a non-empty string.")
|
||||
query = query.strip()
|
||||
if len(query) > 2000:
|
||||
raise ToolInputError("query must be at most 2,000 characters.")
|
||||
|
||||
top_k = arguments.get("top_k")
|
||||
if top_k is not None and (
|
||||
isinstance(top_k, bool) or not isinstance(top_k, int) or not 1 <= top_k <= 20
|
||||
):
|
||||
raise ToolInputError("top_k must be an integer from 1 to 20.")
|
||||
|
||||
category = arguments.get("category")
|
||||
if category is not None and category not in CODING_MEMORY_CATEGORY_NAMES:
|
||||
raise ToolInputError("category must be one of Mem0's supported categories.")
|
||||
|
||||
scope = arguments.get("scope")
|
||||
if scope is not None and scope not in SEARCH_SCOPES:
|
||||
raise ToolInputError(f"scope must be one of {list(SEARCH_SCOPES)}.")
|
||||
|
||||
run_id = arguments.get("run_id")
|
||||
if run_id is not None:
|
||||
if not isinstance(run_id, str) or not run_id.strip():
|
||||
raise ToolInputError("run_id must be a non-empty string.")
|
||||
run_id = run_id.strip()
|
||||
|
||||
return query, top_k, category, scope, run_id
|
||||
|
||||
|
||||
def call_search_memories(arguments: Any, cwd: str | None = None) -> str:
|
||||
query, top_k, category, scope, run_id = _validate_arguments(arguments)
|
||||
repo = resolve_repo(cwd or os.environ.get("CLAUDE_PROJECT_DIR") or os.getcwd())
|
||||
result = search_memories(
|
||||
None,
|
||||
repo,
|
||||
None,
|
||||
query,
|
||||
top_k=top_k,
|
||||
category=category,
|
||||
scope=scope,
|
||||
run_id=run_id,
|
||||
operation="mcp-search",
|
||||
)
|
||||
return format_search_result(result)
|
||||
|
||||
|
||||
def _workspace_cwd(params: dict[str, Any]) -> str | None:
|
||||
meta = params.get("_meta")
|
||||
if not isinstance(meta, dict):
|
||||
return None
|
||||
metadata = meta.get("x-codex-turn-metadata")
|
||||
if not isinstance(metadata, dict):
|
||||
return None
|
||||
workspaces = metadata.get("workspaces") or {}
|
||||
if isinstance(workspaces, dict):
|
||||
return next((path for path in workspaces if isinstance(path, str) and path), None)
|
||||
return None
|
||||
|
||||
|
||||
def _tool_response(text: str, *, is_error: bool = False) -> dict[str, Any]:
|
||||
return {
|
||||
"content": [{"type": "text", "text": text}],
|
||||
"isError": is_error,
|
||||
}
|
||||
|
||||
|
||||
def handle_request(message: Any) -> dict[str, Any] | None:
|
||||
if not isinstance(message, dict):
|
||||
return None
|
||||
request_id = message.get("id")
|
||||
method = message.get("method")
|
||||
|
||||
if method == "notifications/initialized":
|
||||
return None
|
||||
if method == "initialize":
|
||||
requested = (message.get("params") or {}).get("protocolVersion")
|
||||
return {
|
||||
"jsonrpc": "2.0",
|
||||
"id": request_id,
|
||||
"result": {
|
||||
"protocolVersion": requested or PROTOCOL_VERSION,
|
||||
"capabilities": {"tools": {"listChanged": False}},
|
||||
"serverInfo": {"name": "mem0", "version": PLUGIN_VERSION},
|
||||
},
|
||||
}
|
||||
if method == "ping":
|
||||
return {"jsonrpc": "2.0", "id": request_id, "result": {}}
|
||||
if method == "tools/list":
|
||||
return {
|
||||
"jsonrpc": "2.0",
|
||||
"id": request_id,
|
||||
"result": {
|
||||
"tools": [
|
||||
{
|
||||
"name": TOOL_NAME,
|
||||
"description": TOOL_DESCRIPTION,
|
||||
"inputSchema": TOOL_SCHEMA,
|
||||
"annotations": {
|
||||
"readOnlyHint": True,
|
||||
"idempotentHint": True,
|
||||
"openWorldHint": True,
|
||||
},
|
||||
}
|
||||
]
|
||||
},
|
||||
}
|
||||
if method == "tools/call":
|
||||
params = message.get("params") or {}
|
||||
if params.get("name") != TOOL_NAME:
|
||||
result = _tool_response("Unknown Mem0 tool.", is_error=True)
|
||||
else:
|
||||
try:
|
||||
result = _tool_response(
|
||||
call_search_memories(params.get("arguments"), _workspace_cwd(params))
|
||||
)
|
||||
except ToolInputError as exc:
|
||||
result = _tool_response(str(exc), is_error=True)
|
||||
except Exception:
|
||||
result = _tool_response("Memory search failed.", is_error=True)
|
||||
return {"jsonrpc": "2.0", "id": request_id, "result": result}
|
||||
if request_id is None:
|
||||
return None
|
||||
return {
|
||||
"jsonrpc": "2.0",
|
||||
"id": request_id,
|
||||
"error": {"code": -32601, "message": "Method not found"},
|
||||
}
|
||||
|
||||
|
||||
def main() -> int:
|
||||
for raw_line in sys.stdin:
|
||||
try:
|
||||
message = json.loads(raw_line)
|
||||
response = handle_request(message)
|
||||
except json.JSONDecodeError:
|
||||
response = {
|
||||
"jsonrpc": "2.0",
|
||||
"id": None,
|
||||
"error": {"code": -32700, "message": "Parse error"},
|
||||
}
|
||||
except Exception:
|
||||
response = {
|
||||
"jsonrpc": "2.0",
|
||||
"id": None,
|
||||
"error": {"code": -32603, "message": "Internal error"},
|
||||
}
|
||||
if response is not None:
|
||||
sys.stdout.write(json.dumps(response, separators=(",", ":")) + "\n")
|
||||
sys.stdout.flush()
|
||||
telemetry.spawn_flush()
|
||||
return 0
|
||||
|
||||
|
||||
if __name__ == "__main__":
|
||||
raise SystemExit(main())
|
||||
@@ -0,0 +1,154 @@
|
||||
#!/usr/bin/env python3
|
||||
"""Mem0 diagnostics and user controls."""
|
||||
|
||||
from __future__ import annotations
|
||||
|
||||
import argparse
|
||||
import json
|
||||
import os
|
||||
|
||||
import telemetry
|
||||
from memory_core import (
|
||||
EvidenceStore,
|
||||
api_key,
|
||||
data_dir,
|
||||
doctor,
|
||||
forget_remote_repo,
|
||||
configure_harness,
|
||||
resolve_repo,
|
||||
user_id,
|
||||
)
|
||||
|
||||
|
||||
def _print_status(value: dict) -> None:
|
||||
last = value.get("last_operation") or {}
|
||||
print(f"Mem0: {'paused' if value['paused'] else 'active'}")
|
||||
print(f"Repository: {value['repo_id']}")
|
||||
print(f"Local data: {value['data_dir']}")
|
||||
print(f"API key: {'configured' if value['api_key_configured'] else 'missing'}")
|
||||
print(
|
||||
"Saved on this computer: "
|
||||
f"{value['events']} session details, {value['flushes']} memory updates"
|
||||
)
|
||||
print(
|
||||
f"Used in this repository: {value['retrievals']} memories returned, "
|
||||
f"{value['sidekick_runs']} sidekick runs"
|
||||
)
|
||||
if last:
|
||||
item_label = ""
|
||||
if last["operation"] in {"flush", "flush-retry"}:
|
||||
item_label = f", {last['item_count']} memories"
|
||||
operation = (
|
||||
"memory update"
|
||||
if last["operation"] in {"flush", "flush-retry"}
|
||||
else last["operation"].replace("-", " ")
|
||||
)
|
||||
print(
|
||||
f"Last {operation}: "
|
||||
f"{'succeeded' if last['success'] else 'failed'} "
|
||||
f"({last['duration_ms']:.1f} ms{item_label})"
|
||||
)
|
||||
sidekick = value.get("last_sidekick") or {}
|
||||
if sidekick:
|
||||
state = "finished" if sidekick.get("stopped_at") else "started"
|
||||
print(
|
||||
"Last sidekick: "
|
||||
f"{state}, received {sidekick['context_chars']} characters of memory, "
|
||||
f"agent {sidekick['agent_id']}"
|
||||
)
|
||||
|
||||
|
||||
def main() -> int:
|
||||
parser = argparse.ArgumentParser()
|
||||
parser.add_argument("--plugin-data-dir", default="")
|
||||
parser.add_argument("--harness", default="")
|
||||
subparsers = parser.add_subparsers(dest="command", required=True)
|
||||
|
||||
status = subparsers.add_parser("status")
|
||||
status.add_argument("--json", action="store_true")
|
||||
|
||||
doctor_parser = subparsers.add_parser("doctor")
|
||||
doctor_parser.add_argument("--json", action="store_true")
|
||||
|
||||
subparsers.add_parser("pause")
|
||||
subparsers.add_parser("resume")
|
||||
|
||||
forget = subparsers.add_parser("forget")
|
||||
forget.add_argument("--remote", action="store_true")
|
||||
forget.add_argument("--yes", action="store_true")
|
||||
forget.add_argument("--include-project-memory", action="store_true")
|
||||
|
||||
args = parser.parse_args()
|
||||
if args.harness:
|
||||
source_tag = f"{args.harness.replace('-', '_')}_plugin"
|
||||
configure_harness(args.harness, source_tag=source_tag)
|
||||
telemetry.init(harness=args.harness, source_tag=source_tag.upper())
|
||||
if args.plugin_data_dir:
|
||||
os.environ["MEM0_CODE_DATA_DIR"] = args.plugin_data_dir
|
||||
store = EvidenceStore()
|
||||
try:
|
||||
repo = resolve_repo(os.getcwd())
|
||||
telemetry.record("control", repo=repo, action=args.command)
|
||||
if args.command == "status":
|
||||
result = {
|
||||
**store.status(repo.identity),
|
||||
"repo_id": repo.identity,
|
||||
"app_id": repo.app_id,
|
||||
"project_id": repo.project_id,
|
||||
"directory": repo.directory,
|
||||
"user_id": user_id(),
|
||||
"data_dir": str(data_dir()),
|
||||
"api_key_configured": bool(api_key()),
|
||||
}
|
||||
if args.json:
|
||||
print(json.dumps(result, indent=2, default=str))
|
||||
else:
|
||||
_print_status(result)
|
||||
elif args.command == "doctor":
|
||||
result = doctor(os.getcwd())
|
||||
if args.json:
|
||||
print(json.dumps(result, indent=2, default=str))
|
||||
else:
|
||||
for name, check in result["checks"].items():
|
||||
print(
|
||||
f"{'PASS' if check['ok'] else 'FAIL'} {name}: {check['detail']}"
|
||||
)
|
||||
return 0 if result["ok"] else 1
|
||||
elif args.command == "pause":
|
||||
store.set_setting("paused", "true")
|
||||
print("Mem0 stopped saving and searching memories.")
|
||||
elif args.command == "resume":
|
||||
store.set_setting("paused", "false")
|
||||
print("Mem0 resumed saving and searching memories.")
|
||||
elif args.command == "forget":
|
||||
if not args.yes:
|
||||
print(
|
||||
"Refusing to delete data without --yes. Add --remote to also "
|
||||
"delete this user/repository scope from Mem0."
|
||||
)
|
||||
return 2
|
||||
remote_result = (
|
||||
forget_remote_repo(
|
||||
repo, include_project_memory=args.include_project_memory
|
||||
)
|
||||
if args.remote
|
||||
else None
|
||||
)
|
||||
local_result = store.forget_local_repo(repo.identity)
|
||||
print(
|
||||
json.dumps(
|
||||
{"local": local_result, "remote": remote_result},
|
||||
indent=2,
|
||||
default=str,
|
||||
)
|
||||
)
|
||||
if remote_result and remote_result.get("status") == "error":
|
||||
return 1
|
||||
finally:
|
||||
store.close()
|
||||
telemetry.spawn_flush()
|
||||
return 0
|
||||
|
||||
|
||||
if __name__ == "__main__":
|
||||
raise SystemExit(main())
|
||||
File diff suppressed because it is too large
Load Diff
@@ -0,0 +1,397 @@
|
||||
#!/usr/bin/env python3
|
||||
"""Anonymous usage telemetry for Mem0 agent plugins.
|
||||
|
||||
Hooks run on a 3-6 second budget and fire on every tool call, so recording never
|
||||
touches the network: `record` appends one JSON line to a local spool and returns.
|
||||
A detached `python3 telemetry.py` drains the spool in one batched PostHog request,
|
||||
started once per session and again from the flush worker that is already detached.
|
||||
|
||||
Pure stdlib, matching the rest of the plugin. Opt out with MEM0_TELEMETRY=false.
|
||||
|
||||
Never sends prompts, memory text, queries, file paths, repository names, or API
|
||||
keys: only event names, durations, counts, coarse outcomes, and salted hashes.
|
||||
"""
|
||||
|
||||
from __future__ import annotations
|
||||
|
||||
import hashlib
|
||||
import json
|
||||
import os
|
||||
import platform
|
||||
import subprocess
|
||||
import sys
|
||||
import time
|
||||
import urllib.error
|
||||
import urllib.request
|
||||
import uuid
|
||||
from pathlib import Path
|
||||
from typing import Any
|
||||
|
||||
import memory_core
|
||||
|
||||
_harness: str = "generic"
|
||||
_source_tag: str = "MEM0_PLUGIN"
|
||||
_PRIVATE_KEYS = {
|
||||
"apikey",
|
||||
"authorization",
|
||||
"password",
|
||||
"query",
|
||||
"secret",
|
||||
"prompt",
|
||||
"token",
|
||||
"text",
|
||||
"memory",
|
||||
"message",
|
||||
"error",
|
||||
"path",
|
||||
"cwd",
|
||||
"userid",
|
||||
"agentid",
|
||||
"runid",
|
||||
"repoid",
|
||||
"repositoryid",
|
||||
"projectid",
|
||||
"appid",
|
||||
"filters",
|
||||
}
|
||||
|
||||
|
||||
def init(harness: str = "generic", source_tag: str = "") -> None:
|
||||
global _harness, _source_tag
|
||||
_harness = harness
|
||||
_source_tag = source_tag or f"MEM0_{harness.upper().replace('-', '_')}_PLUGIN"
|
||||
|
||||
POSTHOG_API_KEY = "phc_hgJkUVJFYtmaJqrvf6CYN67TIQ8yhXAkWzUn9AMU4yX"
|
||||
POSTHOG_CAPTURE_URL = "https://us.i.posthog.com/i/v0/e/"
|
||||
POSTHOG_BATCH_URL = "https://us.i.posthog.com/batch/"
|
||||
EVENT_PREFIX = "code"
|
||||
SPOOL_LIMIT_BYTES = 256 * 1024
|
||||
BATCH_SIZE = 100
|
||||
SEND_TIMEOUT = 5
|
||||
CLAIM_STALE_SECONDS = 120
|
||||
CLAIM_EXPIRY_SECONDS = 7 * 24 * 60 * 60
|
||||
|
||||
|
||||
def is_enabled() -> bool:
|
||||
"""Whether telemetry is switched on for this process."""
|
||||
return os.environ.get("MEM0_TELEMETRY", "true").strip().lower() not in {
|
||||
"false",
|
||||
"0",
|
||||
"no",
|
||||
"off",
|
||||
}
|
||||
|
||||
|
||||
def _digest(value: str, length: int = 16) -> str:
|
||||
return hashlib.sha256(value.encode("utf-8")).hexdigest()[:length]
|
||||
|
||||
|
||||
def _safe_value(value: Any) -> Any:
|
||||
if isinstance(value, str):
|
||||
return memory_core.redact(value)
|
||||
if isinstance(value, dict):
|
||||
return {
|
||||
key: _safe_value(item)
|
||||
for key, item in value.items()
|
||||
if "".join(character for character in str(key).lower() if character.isalnum())
|
||||
not in _PRIVATE_KEYS
|
||||
}
|
||||
if isinstance(value, (list, tuple)):
|
||||
return [_safe_value(item) for item in value]
|
||||
if value is None or isinstance(value, (bool, int, float)):
|
||||
return value
|
||||
return memory_core.redact(value)
|
||||
|
||||
|
||||
def _spool_path() -> Path:
|
||||
return memory_core.data_dir() / "telemetry.jsonl"
|
||||
|
||||
|
||||
def _identity_path() -> Path:
|
||||
return memory_core.data_dir() / "telemetry-identity.json"
|
||||
|
||||
|
||||
def _read_identity() -> dict[str, str]:
|
||||
try:
|
||||
value = json.loads(_identity_path().read_text(encoding="utf-8"))
|
||||
except (OSError, json.JSONDecodeError):
|
||||
return {}
|
||||
return value if isinstance(value, dict) else {}
|
||||
|
||||
|
||||
def _write_identity(identity: dict[str, str]) -> None:
|
||||
path = _identity_path()
|
||||
temporary = path.with_suffix(f".{os.getpid()}.tmp")
|
||||
try:
|
||||
path.parent.mkdir(parents=True, exist_ok=True)
|
||||
temporary.write_text(json.dumps(identity), encoding="utf-8")
|
||||
temporary.replace(path)
|
||||
except OSError:
|
||||
try:
|
||||
temporary.unlink()
|
||||
except OSError:
|
||||
pass
|
||||
|
||||
|
||||
def anonymous_id(identity: dict[str, str] | None = None) -> str:
|
||||
"""Per-machine anonymous identifier, created and persisted on first use."""
|
||||
identity = _read_identity() if identity is None else identity
|
||||
existing = identity.get("anonymous_id")
|
||||
if existing:
|
||||
return existing
|
||||
created = f"code-anon-{uuid.uuid4().hex}"
|
||||
identity["anonymous_id"] = created
|
||||
_write_identity(identity)
|
||||
return created
|
||||
|
||||
|
||||
def is_first_run() -> bool:
|
||||
"""Whether this machine has never recorded a plugin event before."""
|
||||
return not _identity_path().exists()
|
||||
|
||||
|
||||
def record(
|
||||
event: str,
|
||||
*,
|
||||
repo: Any = None,
|
||||
session_id: str | None = None,
|
||||
**properties: Any,
|
||||
) -> None:
|
||||
"""Append one event to the local spool. Never blocks and never raises."""
|
||||
if not is_enabled():
|
||||
return
|
||||
try:
|
||||
spool = _spool_path()
|
||||
try:
|
||||
if spool.stat().st_size > SPOOL_LIMIT_BYTES:
|
||||
return
|
||||
except OSError:
|
||||
pass
|
||||
properties = _safe_value(properties)
|
||||
properties.update(
|
||||
harness=_harness,
|
||||
plugin_version=memory_core.PLUGIN_VERSION,
|
||||
os=sys.platform,
|
||||
python_version=platform.python_version(),
|
||||
)
|
||||
if repo is not None:
|
||||
properties["repo_hash"] = _digest(getattr(repo, "identity", ""))
|
||||
if session_id:
|
||||
properties["session_hash"] = _digest(session_id)
|
||||
line = json.dumps(
|
||||
{
|
||||
"event": f"{EVENT_PREFIX}.{event}",
|
||||
"timestamp": memory_core.utc_now(),
|
||||
"properties": {
|
||||
key: value for key, value in properties.items() if value is not None
|
||||
},
|
||||
},
|
||||
separators=(",", ":"),
|
||||
default=str,
|
||||
)
|
||||
spool.parent.mkdir(parents=True, exist_ok=True)
|
||||
with spool.open("a", encoding="utf-8") as handle:
|
||||
handle.write(line + "\n")
|
||||
except Exception:
|
||||
pass
|
||||
|
||||
|
||||
def error_kind(exc: BaseException | str) -> str:
|
||||
"""Coarse, content-free label for a failure, safe to send."""
|
||||
text = exc if isinstance(exc, str) else f"{type(exc).__name__}: {exc}"
|
||||
lowered = text.lower()
|
||||
if "timed out" in lowered or "timeout" in lowered:
|
||||
return "timeout"
|
||||
if "401" in lowered or "403" in lowered or "unauthor" in lowered or "forbidden" in lowered:
|
||||
return "auth"
|
||||
if "429" in lowered or "rate limit" in lowered:
|
||||
return "rate-limited"
|
||||
if any(code in lowered for code in ("500", "502", "503", "504")):
|
||||
return "server-error"
|
||||
if "400" in lowered or "422" in lowered:
|
||||
return "bad-request"
|
||||
if isinstance(exc, str):
|
||||
return "other"
|
||||
if isinstance(exc, urllib.error.URLError):
|
||||
return "network"
|
||||
return type(exc).__name__
|
||||
|
||||
|
||||
def spawn_flush() -> bool:
|
||||
"""Start the detached sender that drains the spool."""
|
||||
if not is_enabled():
|
||||
return False
|
||||
try:
|
||||
if not _spool_path().exists() and not any(
|
||||
memory_core.data_dir().glob("telemetry-*.sending")
|
||||
):
|
||||
return False
|
||||
subprocess.Popen(
|
||||
[sys.executable, str(Path(__file__).resolve())],
|
||||
stdin=subprocess.DEVNULL,
|
||||
stdout=subprocess.DEVNULL,
|
||||
stderr=subprocess.DEVNULL,
|
||||
close_fds=True,
|
||||
**memory_core.detached_process_kwargs(),
|
||||
)
|
||||
return True
|
||||
except Exception:
|
||||
return False
|
||||
|
||||
|
||||
def _claim_spool() -> Path | None:
|
||||
"""Rename the spool aside so exactly one sender owns each batch."""
|
||||
directory = memory_core.data_dir()
|
||||
claim = directory / f"telemetry-{os.getpid()}-{uuid.uuid4().hex[:8]}.sending"
|
||||
spool = _spool_path()
|
||||
try:
|
||||
spool.replace(claim)
|
||||
return claim
|
||||
except OSError:
|
||||
pass
|
||||
now = time.time()
|
||||
for orphan in sorted(directory.glob("telemetry-*.sending")):
|
||||
try:
|
||||
age = now - orphan.stat().st_mtime
|
||||
except OSError:
|
||||
continue
|
||||
if age > CLAIM_EXPIRY_SECONDS:
|
||||
try:
|
||||
orphan.unlink()
|
||||
except OSError:
|
||||
pass
|
||||
continue
|
||||
if age < CLAIM_STALE_SECONDS:
|
||||
continue
|
||||
try:
|
||||
orphan.replace(claim)
|
||||
return claim
|
||||
except OSError:
|
||||
continue
|
||||
return None
|
||||
|
||||
|
||||
def _resolve_email(key: str) -> str:
|
||||
"""Trade the API key for the account email so events join other Mem0 surfaces."""
|
||||
url = os.environ.get("MEM0_API_URL", memory_core.DEFAULT_API_URL).rstrip("/") + "/v1/ping/"
|
||||
request = urllib.request.Request(
|
||||
url, headers={"Authorization": f"Token {key}", "Content-Type": "application/json"}
|
||||
)
|
||||
try:
|
||||
with urllib.request.urlopen(request, timeout=SEND_TIMEOUT) as response:
|
||||
payload = json.loads(response.read().decode("utf-8"))
|
||||
except Exception:
|
||||
return ""
|
||||
email = payload.get("user_email") if isinstance(payload, dict) else ""
|
||||
return email if isinstance(email, str) else ""
|
||||
|
||||
|
||||
def _post(payload: dict[str, Any], url: str) -> bool:
|
||||
request = urllib.request.Request(
|
||||
url,
|
||||
data=json.dumps(payload, default=str).encode("utf-8"),
|
||||
headers={"Content-Type": "application/json"},
|
||||
)
|
||||
try:
|
||||
with urllib.request.urlopen(request, timeout=SEND_TIMEOUT):
|
||||
return True
|
||||
except Exception:
|
||||
return False
|
||||
|
||||
|
||||
def resolve_distinct_id() -> tuple[str, str]:
|
||||
"""Return the PostHog distinct id and the anonymous id it replaced, if any."""
|
||||
identity = _read_identity()
|
||||
email = identity.get("email", "")
|
||||
if email:
|
||||
return email, ""
|
||||
key = memory_core.api_key()
|
||||
if not key:
|
||||
return anonymous_id(identity), ""
|
||||
email = _resolve_email(key)
|
||||
if not email:
|
||||
return anonymous_id(identity), ""
|
||||
previous = identity.get("anonymous_id", "")
|
||||
identity["email"] = email
|
||||
_write_identity(identity)
|
||||
return email, previous
|
||||
|
||||
|
||||
def flush() -> int:
|
||||
"""Drain claimed spools to PostHog and return the number of events sent."""
|
||||
if not is_enabled():
|
||||
return 0
|
||||
claim = _claim_spool()
|
||||
if claim is None:
|
||||
return 0
|
||||
try:
|
||||
lines = claim.read_text(encoding="utf-8").splitlines()
|
||||
except OSError:
|
||||
return 0
|
||||
events = []
|
||||
for line in lines:
|
||||
try:
|
||||
value = json.loads(line)
|
||||
except json.JSONDecodeError:
|
||||
continue
|
||||
if isinstance(value, dict) and value.get("event"):
|
||||
events.append(value)
|
||||
if not events:
|
||||
try:
|
||||
claim.unlink()
|
||||
except OSError:
|
||||
pass
|
||||
return 0
|
||||
|
||||
distinct_id, aliased_anonymous_id = resolve_distinct_id()
|
||||
if aliased_anonymous_id:
|
||||
_post(
|
||||
{
|
||||
"api_key": POSTHOG_API_KEY,
|
||||
"event": "$identify",
|
||||
"distinct_id": distinct_id,
|
||||
"properties": {
|
||||
"$anon_distinct_id": aliased_anonymous_id,
|
||||
"$lib": "posthog-python",
|
||||
},
|
||||
},
|
||||
POSTHOG_CAPTURE_URL,
|
||||
)
|
||||
|
||||
sent = 0
|
||||
for start in range(0, len(events), BATCH_SIZE):
|
||||
batch = [
|
||||
{
|
||||
"event": event["event"],
|
||||
"distinct_id": distinct_id,
|
||||
"timestamp": event.get("timestamp"),
|
||||
"properties": {
|
||||
"source": _source_tag,
|
||||
"language": "python",
|
||||
"$process_person_profile": False,
|
||||
"$lib": "posthog-python",
|
||||
**(event.get("properties") or {}),
|
||||
},
|
||||
}
|
||||
for event in events[start : start + BATCH_SIZE]
|
||||
]
|
||||
if not _post({"api_key": POSTHOG_API_KEY, "batch": batch}, POSTHOG_BATCH_URL):
|
||||
return sent
|
||||
sent += len(batch)
|
||||
try:
|
||||
claim.unlink()
|
||||
except OSError:
|
||||
pass
|
||||
return sent
|
||||
|
||||
|
||||
def main() -> int:
|
||||
flush()
|
||||
return 0
|
||||
|
||||
|
||||
if __name__ == "__main__":
|
||||
try:
|
||||
raise SystemExit(main())
|
||||
except Exception:
|
||||
raise SystemExit(0)
|
||||
@@ -0,0 +1,3 @@
|
||||
jsonschema>=4.23,<5
|
||||
pytest>=8,<10
|
||||
skills-ref==0.1.1
|
||||
@@ -0,0 +1,26 @@
|
||||
---
|
||||
name: forget
|
||||
description: Delete the Mem0 memories stored for this repository and this user. Use when the user asks to forget, clear, wipe, or delete memories.
|
||||
disable-model-invocation: true
|
||||
---
|
||||
|
||||
# Forget this repository's memories
|
||||
|
||||
This permanently deletes remote memories. Before running anything, tell the
|
||||
user exactly what will be deleted: their own memories for this repository
|
||||
only. The repository's project memory is shared by everyone who works in it,
|
||||
so it stays unless the user explicitly asks to delete that too.
|
||||
|
||||
After the user confirms, run:
|
||||
|
||||
```bash
|
||||
python3 "{{PLUGIN_ROOT}}/core/memory_cli.py" --harness "{{HARNESS_ID}}" {{PLUGIN_DATA_ARG}} forget --remote --yes
|
||||
```
|
||||
|
||||
If the user also asked to delete the repository's shared project memory, add
|
||||
`--include-project-memory` and say that this removes it for every teammate.
|
||||
|
||||
Report what the command output says was deleted. If the user only wants local
|
||||
data cleared (evidence log, pending queue), run the same command without
|
||||
`--remote`. Never pass `--yes` before the user has confirmed in this
|
||||
conversation.
|
||||
@@ -0,0 +1,20 @@
|
||||
---
|
||||
name: pause
|
||||
description: Pause Mem0 memory capture on this machine. Use when the user wants to stop memories being recorded, for example for private work or experiments.
|
||||
disable-model-invocation: true
|
||||
---
|
||||
|
||||
# Pause memory capture
|
||||
|
||||
To pause (hooks stop capturing and sending session content; a minimal
|
||||
anonymous telemetry ping still fires at session start unless
|
||||
`MEM0_TELEMETRY=false`):
|
||||
|
||||
```bash
|
||||
python3 "{{PLUGIN_ROOT}}/core/memory_cli.py" --harness "{{HARNESS_ID}}" {{PLUGIN_DATA_ARG}} pause
|
||||
```
|
||||
|
||||
Confirm the new state back to the user, and remind them that already-created
|
||||
memories still exist and remain searchable. Pending unsent packets are held
|
||||
while paused, not expired, and are delivered after resuming. To turn capture
|
||||
back on, use `/mem0:resume`.
|
||||
@@ -0,0 +1,21 @@
|
||||
---
|
||||
name: remember
|
||||
description: Acknowledge a "remember this" request and make sure it is captured well. Use when the user explicitly asks to remember, note, or save something for future sessions.
|
||||
disable-model-invocation: true
|
||||
---
|
||||
|
||||
# Remember something for future sessions
|
||||
|
||||
Mem0 creates memories from the session automatically — there is no separate
|
||||
write command. When the user asks to remember something:
|
||||
|
||||
1. Restate the fact clearly and completely in your reply, in one or two
|
||||
sentences, including any names, values, or paths it depends on. Your visible
|
||||
reply is what memory extraction reads, so a precise restatement is what gets
|
||||
remembered.
|
||||
2. Tell the user it will be saved with this session's memories when the session
|
||||
ends or compacts, and that it will surface in future sessions in this
|
||||
repository (they can check later with /mem0:search).
|
||||
|
||||
Do not invent a storage confirmation or a memory ID — creation happens in the
|
||||
background after the session.
|
||||
@@ -0,0 +1,19 @@
|
||||
---
|
||||
name: resume
|
||||
description: Resume Mem0 memory capture after it was paused with /mem0:pause.
|
||||
disable-model-invocation: true
|
||||
---
|
||||
|
||||
# Resume memory capture
|
||||
|
||||
Resume memory capture for this machine.
|
||||
|
||||
Run:
|
||||
|
||||
```bash
|
||||
python3 "{{PLUGIN_ROOT}}/core/memory_cli.py" --harness "{{HARNESS_ID}}" {{PLUGIN_DATA_ARG}} resume
|
||||
```
|
||||
|
||||
Confirm to the user that capture is active again. New sessions record evidence and
|
||||
create memories as normal; nothing that happened while paused is retroactively
|
||||
captured.
|
||||
@@ -0,0 +1,28 @@
|
||||
---
|
||||
name: search
|
||||
description: Search memories from earlier {{HARNESS_NAME}} sessions in this repository. Use it when earlier work may already explain the code, error, decision, or command you need, so you can avoid repeating file reads, searches, or experiments.
|
||||
argument-hint: "[question] [--top-k number] [--category category-name] [--scope repo|dir|mine] [--run-id session-id]"
|
||||
disable-model-invocation: true
|
||||
---
|
||||
|
||||
# Search memories
|
||||
|
||||
Call `search_memories` with the user's question. Treat `--top-k`, `--category`,
|
||||
`--scope`, and `--run-id` as tool arguments instead of including them in the
|
||||
query.
|
||||
|
||||
Omit `top_k` to use Mem0's configured default. Omit `category` to search every
|
||||
category; a category is a best-effort label Mem0 assigned when it saved the
|
||||
memory, so if a category search misses, repeat it without the category. Omit
|
||||
`scope` to use the configured default, normally `repo`: this repository's
|
||||
shared memory, which everyone who works in it contributes to, plus your own
|
||||
preferences.
|
||||
|
||||
Pass `scope` when the question needs something else: `dir` to narrow the
|
||||
shared memory to the directory you are working in (a package inside a
|
||||
monorepo), `mine` for your own preferences alone.
|
||||
|
||||
Pass `run_id` with any scope to retrieve memories saved in a specific coding-agent
|
||||
session. Omit `run_id` to search across sessions. It filters the memories returned;
|
||||
it does not identify the session making the search request. Use a known session ID,
|
||||
never invent one. Return the tool's result directly.
|
||||
@@ -0,0 +1,23 @@
|
||||
---
|
||||
name: status
|
||||
description: Show whether Mem0 memory is working in this repository, covering configuration, capture state, pending flushes, and whether the Mem0 API key is valid. Use when the user asks whether memory is on, why a memory is missing, or anything looks broken.
|
||||
disable-model-invocation: false
|
||||
---
|
||||
|
||||
# Memory status
|
||||
|
||||
Run both commands and report the combined result in plain language:
|
||||
|
||||
```bash
|
||||
python3 "{{PLUGIN_ROOT}}/core/memory_cli.py" --harness "{{HARNESS_ID}}" {{PLUGIN_DATA_ARG}} status --json
|
||||
python3 "{{PLUGIN_ROOT}}/core/memory_cli.py" --harness "{{HARNESS_ID}}" {{PLUGIN_DATA_ARG}} doctor
|
||||
```
|
||||
|
||||
Summarize, using only fields the JSON actually reports: whether capture is
|
||||
active or paused, the user ID and repository scope (`repo_id`), whether an
|
||||
API key is configured, the event/flush/retrieval counts (`flushes` is the
|
||||
number of completed flushes, not a pending count), and the doctor check
|
||||
results. If doctor reports an authentication failure (401 / invalid key), say
|
||||
clearly that the Mem0 API key is invalid or expired and that memories are NOT
|
||||
being created. Never report an auth failure as "no memories found". Suggest
|
||||
reinstalling with `--config api_key=...` in that case.
|
||||
@@ -0,0 +1,116 @@
|
||||
from __future__ import annotations
|
||||
|
||||
import sys
|
||||
import json
|
||||
from pathlib import Path
|
||||
|
||||
import pytest
|
||||
|
||||
ROOT = Path(__file__).resolve().parents[1]
|
||||
REPOSITORY_ROOT = ROOT.parents[1]
|
||||
sys.path.insert(0, str(ROOT))
|
||||
|
||||
from build.build import build, bundle_drift, render_template, replace_output # noqa: E402
|
||||
from build.validate import validate_bundle # noqa: E402
|
||||
|
||||
|
||||
def test_render_rejects_unknown_or_unresolved_tokens() -> None:
|
||||
with pytest.raises(ValueError, match="UNKNOWN"):
|
||||
render_template("run {{UNKNOWN}}", {})
|
||||
|
||||
|
||||
def test_build_replaces_only_the_requested_output(tmp_path: Path) -> None:
|
||||
staged = tmp_path / "staged"
|
||||
staged.mkdir()
|
||||
(staged / "plugin.json").write_text("{}", encoding="utf-8")
|
||||
output = tmp_path / "output"
|
||||
output.mkdir()
|
||||
(output / "stale.py").write_text("stale", encoding="utf-8")
|
||||
sibling = tmp_path / "keep.txt"
|
||||
sibling.write_text("keep", encoding="utf-8")
|
||||
|
||||
replace_output(staged, output)
|
||||
|
||||
assert not (output / "stale.py").exists()
|
||||
assert (output / "plugin.json").exists()
|
||||
assert sibling.read_text(encoding="utf-8") == "keep"
|
||||
|
||||
|
||||
def test_build_cannot_replace_an_installable_source_directory(tmp_path: Path) -> None:
|
||||
staged = tmp_path / "staged"
|
||||
staged.mkdir()
|
||||
|
||||
with pytest.raises(ValueError, match="protected output path"):
|
||||
replace_output(staged, REPOSITORY_ROOT / "integrations" / "claude-code-plugin")
|
||||
|
||||
|
||||
def test_portable_bundle_is_conformant_and_self_contained(tmp_path: Path) -> None:
|
||||
root = build("mem0-agent-plugin", "portable", tmp_path / "mem0-agent-plugin")
|
||||
|
||||
assert validate_bundle(root, "portable") == []
|
||||
assert json.loads((root / "plugin.json").read_text(encoding="utf-8"))["$schema"] == (
|
||||
"https://agent-plugins.org/schemas/1.0.0/plugin.schema.json"
|
||||
)
|
||||
server = json.loads((root / "mcp.json").read_text(encoding="utf-8"))["mcpServers"]["mem0"]
|
||||
assert server["type"] == "stdio"
|
||||
assert server["args"] == ["${PLUGIN_ROOT}/core/mcp_server.py"]
|
||||
assert "env" not in server
|
||||
assert not (root / "core" / "hook_runner.py").exists()
|
||||
assert not (root / "core" / "flush_worker.py").exists()
|
||||
for skill in (root / "skills").glob("*/SKILL.md"):
|
||||
frontmatter = skill.read_text(encoding="utf-8").split("---", 2)[1]
|
||||
keys = {line.split(":", 1)[0] for line in frontmatter.splitlines() if ":" in line}
|
||||
assert keys <= {"name", "description", "license", "compatibility", "metadata", "allowed-tools"}
|
||||
assert not any(path.is_symlink() for path in root.rglob("*"))
|
||||
|
||||
|
||||
@pytest.mark.parametrize("host", ["claude-code", "cursor", "codex", "kimi", "antigravity"])
|
||||
def test_native_bundle_is_self_contained(host: str, tmp_path: Path) -> None:
|
||||
root = build(host, "native", tmp_path / host)
|
||||
|
||||
assert (root / "core" / "memory_core.py").is_file()
|
||||
assert (root / "skills" / "remember" / "SKILL.md").is_file()
|
||||
assert not any(path.is_symlink() for path in root.rglob("*"))
|
||||
|
||||
|
||||
@pytest.mark.parametrize("host", ["claude-code", "cursor", "codex", "kimi", "antigravity"])
|
||||
def test_native_control_skills_select_the_host_store(host: str, tmp_path: Path) -> None:
|
||||
root = build(host, "native", tmp_path / host)
|
||||
status = (root / "skills" / "status" / "SKILL.md").read_text(encoding="utf-8")
|
||||
|
||||
assert f'--harness "{host}"' in status
|
||||
if host == "claude-code":
|
||||
assert '--plugin-data-dir "${CLAUDE_PLUGIN_DATA}"' in status
|
||||
elif host == "codex":
|
||||
assert '--plugin-data-dir "${PLUGIN_DATA}"' in status
|
||||
|
||||
|
||||
@pytest.mark.parametrize(
|
||||
("host", "kind"),
|
||||
[
|
||||
("mem0-agent-plugin", "portable"),
|
||||
("claude-code", "native"),
|
||||
("cursor", "native"),
|
||||
("codex", "native"),
|
||||
("kimi", "native"),
|
||||
("antigravity", "native"),
|
||||
],
|
||||
)
|
||||
def test_installable_plugin_directories_are_current(host: str, kind: str) -> None:
|
||||
assert bundle_drift(host, kind) == []
|
||||
|
||||
|
||||
def test_marketplaces_keep_public_names_and_reference_real_plugins() -> None:
|
||||
marketplace = json.loads((REPOSITORY_ROOT / "marketplace.json").read_text(encoding="utf-8"))
|
||||
sources = {plugin["name"]: plugin["source"] for plugin in marketplace["plugins"]}
|
||||
|
||||
assert sources == {"mem0": "./integrations/claude-code-plugin"}
|
||||
for source in sources.values():
|
||||
assert (REPOSITORY_ROOT / source).exists()
|
||||
|
||||
codex_marketplace = json.loads(
|
||||
(REPOSITORY_ROOT / ".agents" / "plugins" / "marketplace.json").read_text(encoding="utf-8")
|
||||
)
|
||||
assert [plugin["name"] for plugin in codex_marketplace["plugins"]] == ["mem0"]
|
||||
codex = codex_marketplace["plugins"][0]
|
||||
assert codex["source"]["path"] == "./integrations/codex-plugin"
|
||||
@@ -0,0 +1,190 @@
|
||||
from __future__ import annotations
|
||||
|
||||
import json
|
||||
import os
|
||||
import subprocess
|
||||
import sys
|
||||
from pathlib import Path
|
||||
|
||||
sys.path.insert(0, str(Path(__file__).resolve().parents[1]))
|
||||
from conformance import run as conformance_run # noqa: E402
|
||||
from conformance.run import _command_check # noqa: E402
|
||||
|
||||
|
||||
PLUGIN_ROOT = Path(__file__).resolve().parents[1]
|
||||
RUNNER = PLUGIN_ROOT / "conformance" / "run.py"
|
||||
PYTHON_HOSTS = {"claude-code", "cursor", "codex", "kimi", "antigravity"}
|
||||
|
||||
|
||||
def test_python_bundle_conformance_builds_every_host(tmp_path: Path) -> None:
|
||||
report = tmp_path / "report.json"
|
||||
artifacts = tmp_path / "artifacts"
|
||||
|
||||
result = subprocess.run(
|
||||
[
|
||||
sys.executable,
|
||||
str(RUNNER),
|
||||
"--group",
|
||||
"python-bundles",
|
||||
"--artifacts-dir",
|
||||
str(artifacts),
|
||||
"--report",
|
||||
str(report),
|
||||
],
|
||||
cwd=PLUGIN_ROOT.parents[1],
|
||||
text=True,
|
||||
capture_output=True,
|
||||
check=False,
|
||||
)
|
||||
|
||||
assert result.returncode == 0, result.stdout + result.stderr
|
||||
payload = json.loads(report.read_text(encoding="utf-8"))
|
||||
assert payload["status"] == "passed"
|
||||
assert {
|
||||
entry["host"]
|
||||
for entry in payload["checks"]
|
||||
if entry["kind"] == "native"
|
||||
} == PYTHON_HOSTS
|
||||
assert {
|
||||
entry["host"]
|
||||
for entry in payload["checks"]
|
||||
if entry["kind"] == "portable"
|
||||
} == {"mem0-agent-plugin"}
|
||||
for host in PYTHON_HOSTS:
|
||||
assert (artifacts / host).is_dir()
|
||||
assert (artifacts / "mem0-agent-plugin").is_dir()
|
||||
|
||||
|
||||
def test_conformance_plan_covers_every_runtime(tmp_path: Path) -> None:
|
||||
report = tmp_path / "plan.json"
|
||||
|
||||
result = subprocess.run(
|
||||
[sys.executable, str(RUNNER), "--list", "--report", str(report)],
|
||||
cwd=PLUGIN_ROOT.parents[1],
|
||||
text=True,
|
||||
capture_output=True,
|
||||
check=False,
|
||||
)
|
||||
|
||||
assert result.returncode == 0, result.stdout + result.stderr
|
||||
payload = json.loads(report.read_text(encoding="utf-8"))
|
||||
assert {entry["group"] for entry in payload["checks"]} == {
|
||||
"python-bundles",
|
||||
"python-tests",
|
||||
"typescript-core",
|
||||
"openclaw",
|
||||
"opencode",
|
||||
"pi-agent",
|
||||
"deepseek",
|
||||
}
|
||||
assert all(entry["status"] == "planned" for entry in payload["checks"])
|
||||
assert {
|
||||
entry["group"]
|
||||
for entry in payload["checks"]
|
||||
if entry["name"].endswith("-artifact")
|
||||
} == {"openclaw", "opencode", "pi-agent", "deepseek"}
|
||||
|
||||
|
||||
def test_typescript_artifact_check_rejects_monorepo_imports(tmp_path: Path) -> None:
|
||||
dist = tmp_path / "dist"
|
||||
dist.mkdir()
|
||||
(dist / "index.js").write_text(
|
||||
'import { createMemoryLifecycle } from "../../agent-plugin-core/typescript/src/lifecycle.ts";\n',
|
||||
encoding="utf-8",
|
||||
)
|
||||
|
||||
artifact_check = getattr(conformance_run, "_typescript_artifact_check", None)
|
||||
assert artifact_check is not None, "TypeScript package artifacts are not checked"
|
||||
result = artifact_check("example", tmp_path, ("dist/index.js",))
|
||||
|
||||
assert result["status"] == "failed"
|
||||
assert "monorepo source import" in result["output"]
|
||||
|
||||
|
||||
def test_live_conformance_requires_an_explicit_mem0_key(tmp_path: Path) -> None:
|
||||
environment = dict(os.environ)
|
||||
environment.pop("MEM0_API_KEY", None)
|
||||
|
||||
result = subprocess.run(
|
||||
[sys.executable, str(RUNNER), "--live", "--report", str(tmp_path / "report.json")],
|
||||
cwd=PLUGIN_ROOT.parents[1],
|
||||
env=environment,
|
||||
text=True,
|
||||
capture_output=True,
|
||||
check=False,
|
||||
)
|
||||
|
||||
assert result.returncode == 2
|
||||
assert "MEM0_API_KEY is required for --live" in result.stderr
|
||||
|
||||
|
||||
def test_live_conformance_reports_platform_failure_without_crashing(tmp_path: Path) -> None:
|
||||
report = tmp_path / "report.json"
|
||||
environment = {
|
||||
**os.environ,
|
||||
"MEM0_API_KEY": "m0-intentionally-invalid",
|
||||
"MEM0_API_URL": "http://127.0.0.1:1",
|
||||
}
|
||||
|
||||
result = subprocess.run(
|
||||
[
|
||||
sys.executable,
|
||||
str(RUNNER),
|
||||
"--group",
|
||||
"live-platform",
|
||||
"--live",
|
||||
"--report",
|
||||
str(report),
|
||||
],
|
||||
cwd=PLUGIN_ROOT.parents[1],
|
||||
env=environment,
|
||||
text=True,
|
||||
capture_output=True,
|
||||
check=False,
|
||||
)
|
||||
|
||||
assert result.returncode == 1
|
||||
payload = json.loads(report.read_text(encoding="utf-8"))
|
||||
assert payload["status"] == "failed"
|
||||
assert payload["checks"][0]["group"] == "live-platform"
|
||||
|
||||
|
||||
def test_runtime_checks_preserve_the_callers_telemetry_setting(tmp_path: Path, monkeypatch) -> None:
|
||||
monkeypatch.delenv("MEM0_TELEMETRY", raising=False)
|
||||
|
||||
result = _command_check(
|
||||
"environment",
|
||||
"test",
|
||||
[sys.executable, "-c", "import os; print(os.environ.get('MEM0_TELEMETRY', 'unset'))"],
|
||||
cwd=tmp_path,
|
||||
)
|
||||
|
||||
assert result["status"] == "passed"
|
||||
assert result["output"] == "unset"
|
||||
|
||||
|
||||
def test_command_check_can_force_non_interactive_installs(tmp_path: Path) -> None:
|
||||
result = _command_check(
|
||||
"environment",
|
||||
"test",
|
||||
[sys.executable, "-c", "import os; print(os.environ['CI'])"],
|
||||
cwd=tmp_path,
|
||||
environment_overrides={"CI": "true"},
|
||||
)
|
||||
|
||||
assert result["status"] == "passed"
|
||||
assert result["output"] == "true"
|
||||
|
||||
|
||||
def test_conformance_report_redacts_command_output(tmp_path: Path) -> None:
|
||||
secret = "sk-eval-12345678901234567890"
|
||||
|
||||
result = _command_check(
|
||||
"redaction",
|
||||
"test",
|
||||
[sys.executable, "-c", f"print('failure: {secret}')"],
|
||||
cwd=tmp_path,
|
||||
)
|
||||
|
||||
assert secret not in json.dumps(result)
|
||||
assert "[REDACTED]" in result["output"]
|
||||
@@ -0,0 +1,83 @@
|
||||
"""Exercise bundled subagent hooks as separate host processes, without Mem0 calls."""
|
||||
|
||||
import json
|
||||
import os
|
||||
import subprocess
|
||||
import sys
|
||||
from pathlib import Path
|
||||
|
||||
import pytest
|
||||
|
||||
ROOT = Path(__file__).resolve().parents[1]
|
||||
sys.path.insert(0, str(ROOT / "python"))
|
||||
|
||||
from memory_core import EvidenceStore # noqa: E402
|
||||
|
||||
|
||||
@pytest.mark.parametrize("host", ["claude-code", "codex", "kimi", "cursor"])
|
||||
def test_sidekick_hooks_preserve_parent_scope_and_correlate_completion(tmp_path, host):
|
||||
parent = tmp_path / "parent"
|
||||
child = tmp_path / "child-worktree"
|
||||
parent.mkdir()
|
||||
child.mkdir()
|
||||
database = tmp_path / "data" / "evidence.sqlite3"
|
||||
store = EvidenceStore(database)
|
||||
repo = store.repo_for_session("parent-session", str(parent))
|
||||
store.mark_injected("parent-session", repo.identity, [{"id": "one", "memory": "Parent memory marker."}])
|
||||
store.mark_injected("other-session", repo.identity, [{"id": "two", "memory": "Foreign memory marker."}])
|
||||
store.close()
|
||||
|
||||
plugin = ROOT.parent / f"{host}-plugin"
|
||||
adapter = plugin / ("adapters/claude/hook.py" if host == "claude-code" else "hooks/adapter.py")
|
||||
start, stop = "sidekick-start", "sidekick-stop"
|
||||
payload = {"session_id": "parent-session", "cwd": str(child), "agent_id": "worker", "agent_type": "sidekick"}
|
||||
response_key = "last_assistant_message"
|
||||
if host == "kimi":
|
||||
start, stop = "SubagentStart", "SubagentStop"
|
||||
payload["agent_name"] = payload.pop("agent_type")
|
||||
response_key = "response"
|
||||
elif host == "cursor":
|
||||
start, stop = "subagentStart", "subagentStop"
|
||||
payload = {
|
||||
"conversation_id": "parent-session",
|
||||
"workspace_roots": [str(child)],
|
||||
"subagent_id": "worker",
|
||||
"subagent_type": "sidekick",
|
||||
}
|
||||
response_key = "summary"
|
||||
|
||||
env = {key: value for key, value in os.environ.items() if not key.startswith(("MEM0_", "CLAUDE_PLUGIN_"))}
|
||||
env.update(MEM0_CODE_DATA_DIR=str(database.parent), MEM0_TELEMETRY="false", MEM0_API_URL="http://127.0.0.1:1")
|
||||
|
||||
def invoke(event, body):
|
||||
result = subprocess.run(
|
||||
[sys.executable, str(adapter), event],
|
||||
input=json.dumps({**body, "hook_event_name": event}),
|
||||
text=True,
|
||||
capture_output=True,
|
||||
env=env,
|
||||
timeout=15,
|
||||
check=True,
|
||||
)
|
||||
return result.stdout
|
||||
|
||||
output = invoke(start, payload)
|
||||
if host == "cursor":
|
||||
assert json.loads(output) == {"permission": "allow"}
|
||||
else:
|
||||
context = output if host == "kimi" else json.loads(output)["hookSpecificOutput"]["additionalContext"]
|
||||
assert "Parent memory marker." in context
|
||||
assert "Foreign memory marker." not in output
|
||||
assert "Parent memory marker." not in invoke(start, payload)
|
||||
invoke(stop, {**payload, response_key: "Finished the delegated task."})
|
||||
|
||||
store = EvidenceStore(database)
|
||||
runs = store.conn.execute("SELECT * FROM sidekick_runs").fetchall()
|
||||
store.close()
|
||||
assert len(runs) == 1
|
||||
assert (runs[0]["repo_id"], runs[0]["session_id"], runs[0]["agent_id"]) == (
|
||||
repo.identity, "parent-session", "worker"
|
||||
)
|
||||
assert runs[0]["stopped_at"]
|
||||
assert runs[0]["final_message"] == "Finished the delegated task."
|
||||
assert (runs[0]["context_chars"] > 0) == (host != "cursor")
|
||||
@@ -0,0 +1,115 @@
|
||||
from __future__ import annotations
|
||||
|
||||
import json
|
||||
import subprocess
|
||||
import sys
|
||||
from pathlib import Path
|
||||
|
||||
|
||||
ROOT = Path(__file__).resolve().parents[1]
|
||||
VALIDATE = ROOT / "build" / "validate.py"
|
||||
PLUGIN_SCHEMA = "https://agent-plugins.org/schemas/1.0.0/plugin.schema.json"
|
||||
|
||||
|
||||
def run_validator(bundle: Path) -> subprocess.CompletedProcess[str]:
|
||||
return subprocess.run(
|
||||
[sys.executable, str(VALIDATE), str(bundle), "--kind", "portable"],
|
||||
capture_output=True,
|
||||
check=False,
|
||||
text=True,
|
||||
)
|
||||
|
||||
|
||||
def write_manifest(bundle: Path, schema: str = PLUGIN_SCHEMA) -> None:
|
||||
bundle.mkdir(parents=True, exist_ok=True)
|
||||
(bundle / "plugin.json").write_text(
|
||||
json.dumps({"$schema": schema, "name": "mem0"}),
|
||||
encoding="utf-8",
|
||||
)
|
||||
|
||||
|
||||
def test_rejects_wrong_agent_plugin_schema(tmp_path: Path) -> None:
|
||||
bundle = tmp_path / "plugin"
|
||||
write_manifest(bundle, "https://agent-plugins.org/v1.0.0/plugin.schema.json")
|
||||
|
||||
result = run_validator(bundle)
|
||||
|
||||
assert result.returncode == 1
|
||||
assert result.stderr == (
|
||||
"plugin.json.$schema: "
|
||||
"'https://agent-plugins.org/schemas/1.0.0/plugin.schema.json' was expected\n"
|
||||
)
|
||||
|
||||
|
||||
def test_rejects_symlink_outside_bundle(tmp_path: Path) -> None:
|
||||
bundle = tmp_path / "plugin"
|
||||
write_manifest(bundle)
|
||||
outside = tmp_path / "outside"
|
||||
outside.mkdir()
|
||||
(bundle / "skills").symlink_to(outside, target_is_directory=True)
|
||||
|
||||
result = run_validator(bundle)
|
||||
|
||||
assert result.returncode == 1
|
||||
assert result.stderr == "skills: symlinks are not allowed in release bundles\n"
|
||||
|
||||
|
||||
def test_accepts_minimal_portable_bundle(tmp_path: Path) -> None:
|
||||
bundle = tmp_path / "plugin"
|
||||
write_manifest(bundle)
|
||||
|
||||
result = run_validator(bundle)
|
||||
|
||||
assert result.returncode == 0
|
||||
assert result.stdout == f"Validated portable bundle: {bundle}\n"
|
||||
assert result.stderr == ""
|
||||
|
||||
|
||||
def test_rejects_nonconformant_agent_skill(tmp_path: Path) -> None:
|
||||
bundle = tmp_path / "plugin"
|
||||
write_manifest(bundle)
|
||||
skill = bundle / "skills" / "Bad_Name"
|
||||
skill.mkdir(parents=True)
|
||||
(skill / "SKILL.md").write_text(
|
||||
"---\nname: Bad_Name\ndescription: invalid\nunknown: true\n---\n",
|
||||
encoding="utf-8",
|
||||
)
|
||||
|
||||
result = run_validator(bundle)
|
||||
|
||||
assert result.returncode == 1
|
||||
assert "skills/Bad_Name" in result.stderr
|
||||
|
||||
|
||||
def run_native_validator(bundle: Path) -> subprocess.CompletedProcess[str]:
|
||||
return subprocess.run(
|
||||
[sys.executable, str(VALIDATE), str(bundle), "--kind", "native"],
|
||||
capture_output=True,
|
||||
check=False,
|
||||
text=True,
|
||||
)
|
||||
|
||||
|
||||
def test_native_bundle_rejects_malformed_json(tmp_path: Path) -> None:
|
||||
bundle = tmp_path / "plugin"
|
||||
bundle.mkdir(parents=True)
|
||||
(bundle / "plugin.json").write_text("{bad json", encoding="utf-8")
|
||||
|
||||
result = run_native_validator(bundle)
|
||||
|
||||
assert result.returncode == 1
|
||||
assert "plugin.json" in result.stderr
|
||||
|
||||
|
||||
def test_native_bundle_accepts_valid_json(tmp_path: Path) -> None:
|
||||
bundle = tmp_path / "plugin"
|
||||
bundle.mkdir(parents=True)
|
||||
(bundle / "plugin.json").write_text('{"name": "mem0"}', encoding="utf-8")
|
||||
hooks = bundle / "hooks"
|
||||
hooks.mkdir()
|
||||
(hooks / "hooks.json").write_text('{"version": 1}', encoding="utf-8")
|
||||
|
||||
result = run_native_validator(bundle)
|
||||
|
||||
assert result.returncode == 0
|
||||
assert "native" in result.stdout
|
||||
@@ -0,0 +1,14 @@
|
||||
{
|
||||
"name": "@mem0/agent-plugin-core",
|
||||
"version": "0.0.0",
|
||||
"private": true,
|
||||
"type": "module",
|
||||
"scripts": {
|
||||
"test": "node --test tests/*.test.ts",
|
||||
"typecheck": "tsc --noEmit"
|
||||
},
|
||||
"devDependencies": {
|
||||
"@types/node": "^22.15.0",
|
||||
"typescript": "^5.6.0"
|
||||
}
|
||||
}
|
||||
@@ -0,0 +1,39 @@
|
||||
lockfileVersion: '9.0'
|
||||
|
||||
settings:
|
||||
autoInstallPeers: true
|
||||
excludeLinksFromLockfile: false
|
||||
|
||||
importers:
|
||||
|
||||
.:
|
||||
devDependencies:
|
||||
'@types/node':
|
||||
specifier: ^22.15.0
|
||||
version: 22.20.1
|
||||
typescript:
|
||||
specifier: ^5.6.0
|
||||
version: 5.9.3
|
||||
|
||||
packages:
|
||||
|
||||
'@types/node@22.20.1':
|
||||
resolution: {integrity: sha512-EANqOCF9QFyra+4pfxUcX9STKJpCLjMbObVzljIJomAWSnuSIEAvyzEU53GaajbXJEgdh0iEcPL+DGvpUd4k1Q==}
|
||||
|
||||
typescript@5.9.3:
|
||||
resolution: {integrity: sha512-jl1vZzPDinLr9eUt3J/t7V6FgNEw9QjvBPdysz9KfQDD41fQrC2Y4vKQdiaUpFT4bXlb1RHhLpp8wtm6M5TgSw==}
|
||||
engines: {node: '>=14.17'}
|
||||
hasBin: true
|
||||
|
||||
undici-types@6.21.0:
|
||||
resolution: {integrity: sha512-iwDZqg0QAGrg9Rav5H4n0M64c3mkR59cJ6wQp+7C4nI0gsmExaedaYLNO44eT4AtBBwjbTiGPMlt2Md0T9H9JQ==}
|
||||
|
||||
snapshots:
|
||||
|
||||
'@types/node@22.20.1':
|
||||
dependencies:
|
||||
undici-types: 6.21.0
|
||||
|
||||
typescript@5.9.3: {}
|
||||
|
||||
undici-types@6.21.0: {}
|
||||
@@ -0,0 +1,70 @@
|
||||
export interface MemoryLike {
|
||||
id: string;
|
||||
memory?: string;
|
||||
categories?: string[];
|
||||
createdAt?: Date | string;
|
||||
}
|
||||
|
||||
export const MAX_OUTPUT_LINES = 200;
|
||||
export const MAX_OUTPUT_CHARS = 50_000;
|
||||
export const MAX_OUTPUT_BYTES = MAX_OUTPUT_CHARS;
|
||||
|
||||
export function formatAge(date: Date | string): string {
|
||||
const minutes = Math.floor((Date.now() - new Date(date).getTime()) / 60_000);
|
||||
if (minutes < 60) return `${minutes}m ago`;
|
||||
const hours = Math.floor(minutes / 60);
|
||||
return hours < 24 ? `${hours}h ago` : `${Math.floor(hours / 24)}d ago`;
|
||||
}
|
||||
|
||||
export function formatMemoryCompact(memory: MemoryLike): string {
|
||||
const category = memory.categories?.[0] ?? "uncategorized";
|
||||
const age = memory.createdAt ? ` (${formatAge(memory.createdAt)})` : "";
|
||||
return `[${category}] ${memory.memory ?? "(empty)"}${age} [mem0:${memory.id}]`;
|
||||
}
|
||||
|
||||
export function formatMemoryList(memories: MemoryLike[]): string {
|
||||
return memories.length
|
||||
? memories.map((memory, index) => `${index + 1}. ${formatMemoryCompact(memory)}`).join("\n")
|
||||
: "No memories found.";
|
||||
}
|
||||
|
||||
export function formatAddResult(result: unknown): string {
|
||||
const items: MemoryLike[] = Array.isArray(result)
|
||||
? result
|
||||
: ((result as { results?: MemoryLike[] } | null)?.results ?? (result ? [result as MemoryLike] : []));
|
||||
const pending = items.find((item) => (item as { status?: string }).status === "PENDING") as
|
||||
| { eventId?: string; event_id?: string }
|
||||
| undefined;
|
||||
if (pending) {
|
||||
const id = pending.eventId ?? pending.event_id;
|
||||
return `Memory queued for background extraction${id ? ` (event ${id})` : ""}; it will be searchable shortly.`;
|
||||
}
|
||||
if (!items.length) return "Memory stored.";
|
||||
return `Stored ${items.length} ${items.length === 1 ? "memory" : "memories"}:\n${formatMemoryList(items)}`;
|
||||
}
|
||||
|
||||
export function groupByCategory(memories: MemoryLike[]): Map<string, MemoryLike[]> {
|
||||
const groups = new Map<string, MemoryLike[]>();
|
||||
for (const memory of memories) {
|
||||
const category = memory.categories?.[0] ?? "uncategorized";
|
||||
groups.set(category, [...(groups.get(category) ?? []), memory]);
|
||||
}
|
||||
return groups;
|
||||
}
|
||||
|
||||
export function truncateOutput(
|
||||
text: string,
|
||||
maxChars = MAX_OUTPUT_CHARS,
|
||||
maxLines = MAX_OUTPUT_LINES,
|
||||
): string {
|
||||
const lines = text.split("\n");
|
||||
if (lines.length <= maxLines && text.length <= maxChars) return text;
|
||||
const kept = lines.slice(0, maxLines);
|
||||
let result = kept.join("\n");
|
||||
const charCapped = result.length > maxChars;
|
||||
if (charCapped) result = result.slice(0, maxChars);
|
||||
const reasons = [];
|
||||
if (kept.length < lines.length) reasons.push(`showing ${kept.length} of ${lines.length} lines`);
|
||||
if (charCapped) reasons.push(`cut at ${Math.floor(maxChars / 1000)}KB`);
|
||||
return `${result}\n\n[Output truncated: ${reasons.join(", ")}]`;
|
||||
}
|
||||
@@ -0,0 +1,33 @@
|
||||
export interface EntityParams {
|
||||
userId?: string;
|
||||
agentId?: string;
|
||||
runId?: string;
|
||||
}
|
||||
|
||||
const clean = (value: string | undefined): string | undefined => value?.trim() || undefined;
|
||||
|
||||
export function entitySearchFilters(
|
||||
params: EntityParams,
|
||||
defaultUserId: string,
|
||||
): Record<string, string> {
|
||||
const filters: Record<string, string> = { user_id: clean(params.userId) ?? defaultUserId };
|
||||
const agentId = clean(params.agentId);
|
||||
const runId = clean(params.runId);
|
||||
if (agentId) filters.agent_id = agentId;
|
||||
if (runId) filters.run_id = runId;
|
||||
return filters;
|
||||
}
|
||||
|
||||
export function entityAddParams(params: EntityParams, defaultUserId: string): Record<string, string> {
|
||||
const values: Record<string, string> = { userId: clean(params.userId) ?? defaultUserId };
|
||||
const agentId = clean(params.agentId);
|
||||
const runId = clean(params.runId);
|
||||
if (agentId) values.agentId = agentId;
|
||||
if (runId) values.runId = runId;
|
||||
return values;
|
||||
}
|
||||
|
||||
export function parseProjectFromRemote(remote: string): string | null {
|
||||
const match = remote.trim().match(/[:/]([^/:]+)\/([^/:]+?)(?:\.git)?\/?$/);
|
||||
return match ? `${match[1]}-${match[2]}` : null;
|
||||
}
|
||||
@@ -0,0 +1,177 @@
|
||||
import type { MemoryLike } from "./formatting.ts";
|
||||
import { formatMemoryCompact } from "./formatting.ts";
|
||||
|
||||
const MAX_RECALL_QUERY_CHARS = 6_000;
|
||||
export const DEFAULT_MAX_CONTEXT_CHARS = 4_000;
|
||||
|
||||
const SECRET_PATTERNS: Array<[RegExp, string]> = [
|
||||
[/(authorization\s*[:=]\s*(?:bearer|token)\s+)[^\s"']+/gi, "$1[REDACTED]"],
|
||||
[
|
||||
/((?:api[_-]?key|secret[_-]?access[_-]?key|session[_-]?token)\s*[:=]\s*)[^\s"']+/gi,
|
||||
"$1[REDACTED]",
|
||||
],
|
||||
[
|
||||
/((?:access[_-]?token|refresh[_-]?token|password|credential)\s*[:=]\s*)[^\s&"']+/gi,
|
||||
"$1[REDACTED]",
|
||||
],
|
||||
[/\b(?:sk|m0|mem0_sk|psk)-[A-Za-z0-9_-]{12,}\b/g, "[REDACTED]"],
|
||||
[/\b(?:ASIA|AKIA)[A-Z0-9]{12,}\b/g, "[REDACTED]"],
|
||||
[/\b(?:ghp_|github_pat_|xox[baprs]-)[A-Za-z0-9_-]{12,}\b/g, "[REDACTED]"],
|
||||
[/-----BEGIN [^-]*PRIVATE KEY-----[\s\S]*?-----END [^-]*PRIVATE KEY-----/g, "[REDACTED]"],
|
||||
];
|
||||
|
||||
export function redactSecrets(value: unknown): string {
|
||||
let text =
|
||||
typeof value === "string"
|
||||
? value
|
||||
: (JSON.stringify(value, null, 0) ?? String(value));
|
||||
for (const [pattern, replacement] of SECRET_PATTERNS) text = text.replace(pattern, replacement);
|
||||
return text;
|
||||
}
|
||||
|
||||
export function boundedText(value: unknown, limit: number): string {
|
||||
const text = redactSecrets(value).trim();
|
||||
return text.length <= limit ? text : `${text.slice(0, limit)}\n...[truncated ${text.length - limit} chars]`;
|
||||
}
|
||||
|
||||
interface MessageLike {
|
||||
role: string;
|
||||
content?: unknown;
|
||||
}
|
||||
|
||||
function extractText(content: unknown): string | null {
|
||||
if (typeof content === "string") return content;
|
||||
if (!Array.isArray(content)) return null;
|
||||
const text = content
|
||||
.filter(
|
||||
(block): block is { type: "text"; text: string } =>
|
||||
typeof block === "object" &&
|
||||
block !== null &&
|
||||
(block as { type?: unknown }).type === "text" &&
|
||||
typeof (block as { text?: unknown }).text === "string",
|
||||
)
|
||||
.map((block) => block.text)
|
||||
.join("\n");
|
||||
return text || null;
|
||||
}
|
||||
|
||||
export function extractConversation(
|
||||
messages: MessageLike[],
|
||||
): Array<{ role: "user" | "assistant"; content: string }> {
|
||||
const conversation: Array<{ role: "user" | "assistant"; content: string }> = [];
|
||||
for (const message of messages) {
|
||||
if (message.role !== "user" && message.role !== "assistant") continue;
|
||||
const text = extractText(message.content);
|
||||
if (!text) continue;
|
||||
const content = redactSecrets(text).trim();
|
||||
if (content) conversation.push({ role: message.role, content });
|
||||
}
|
||||
return conversation;
|
||||
}
|
||||
|
||||
interface RecallOptions {
|
||||
maxChars?: number;
|
||||
seenIds?: Set<string>;
|
||||
timeoutMs?: number;
|
||||
}
|
||||
|
||||
interface MemoryLifecycleOptions {
|
||||
maxContextChars?: number;
|
||||
recallTimeoutMs?: number;
|
||||
}
|
||||
|
||||
/** Shared lifecycle policy. Host adapters only translate native events into these operations. */
|
||||
class MemoryLifecycle {
|
||||
readonly #seenMemoryIds = new Set<string>();
|
||||
readonly #options: MemoryLifecycleOptions;
|
||||
|
||||
constructor(options: MemoryLifecycleOptions = {}) {
|
||||
this.#options = options;
|
||||
}
|
||||
|
||||
beginSession(): void {
|
||||
this.#seenMemoryIds.clear();
|
||||
}
|
||||
|
||||
prepareConversation(
|
||||
messages: MessageLike[],
|
||||
): Array<{ role: "user" | "assistant"; content: string }> {
|
||||
return extractConversation(messages);
|
||||
}
|
||||
|
||||
prepareUserText(value: unknown): string {
|
||||
return redactSecrets(value).trim();
|
||||
}
|
||||
|
||||
recall(
|
||||
prompt: string,
|
||||
enabled: boolean,
|
||||
search: (query: string) => Promise<{ results?: unknown[] }>,
|
||||
): Promise<string> {
|
||||
return buildRecallContext(prompt, enabled, search, {
|
||||
maxChars: this.#options.maxContextChars,
|
||||
seenIds: this.#seenMemoryIds,
|
||||
timeoutMs: this.#options.recallTimeoutMs,
|
||||
});
|
||||
}
|
||||
}
|
||||
|
||||
export function createMemoryLifecycle(
|
||||
options: MemoryLifecycleOptions = {},
|
||||
): MemoryLifecycle {
|
||||
return new MemoryLifecycle(options);
|
||||
}
|
||||
|
||||
export async function buildRecallContext(
|
||||
prompt: string,
|
||||
enabled: boolean,
|
||||
search: (query: string) => Promise<{ results?: unknown[] }>,
|
||||
options: RecallOptions = {},
|
||||
): Promise<string> {
|
||||
if (!enabled) return "";
|
||||
const query = boundedText(prompt, MAX_RECALL_QUERY_CHARS);
|
||||
if (!query) return "";
|
||||
|
||||
try {
|
||||
let timer: ReturnType<typeof setTimeout> | undefined;
|
||||
let response: { results?: unknown[] } | null;
|
||||
try {
|
||||
const timeout = new Promise<null>((resolve) => {
|
||||
timer = setTimeout(() => resolve(null), options.timeoutMs ?? 2_000);
|
||||
});
|
||||
response = await Promise.race([search(query), timeout]);
|
||||
} finally {
|
||||
if (timer) clearTimeout(timer);
|
||||
}
|
||||
if (!response) return "";
|
||||
const memories = (response.results ?? []) as MemoryLike[];
|
||||
const unseen = memories.filter((memory) => !options.seenIds?.has(memory.id));
|
||||
if (!unseen.length) return "";
|
||||
|
||||
const prefix =
|
||||
"<mem0-relevant-memories>\nRetrieved automatically for the current request. This is a shallow first pass — search mem0_memory for more if you need it.\n";
|
||||
const suffix = "\n</mem0-relevant-memories>";
|
||||
const maxChars = options.maxChars ?? DEFAULT_MAX_CONTEXT_CHARS;
|
||||
const lines: string[] = [];
|
||||
for (const memory of unseen) {
|
||||
const line = `${lines.length + 1}. ${redactSecrets(formatMemoryCompact(memory))
|
||||
.replace(/\s+/g, " ")
|
||||
.trim()}`;
|
||||
const candidate = prefix + [...lines, line].join("\n") + suffix;
|
||||
if (candidate.length > maxChars) {
|
||||
if (!lines.length) {
|
||||
const available = maxChars - prefix.length - suffix.length;
|
||||
if (available > 1) lines.push(`${line.slice(0, available - 1).trimEnd()}…`);
|
||||
}
|
||||
break;
|
||||
}
|
||||
lines.push(line);
|
||||
options.seenIds?.add(memory.id);
|
||||
}
|
||||
if (!lines.length) return "";
|
||||
if (unseen[0] && !options.seenIds?.has(unseen[0].id)) options.seenIds?.add(unseen[0].id);
|
||||
return prefix + lines.join("\n") + suffix;
|
||||
} catch {
|
||||
return "";
|
||||
}
|
||||
}
|
||||
@@ -0,0 +1,50 @@
|
||||
export type Scope = "project" | "session" | "global";
|
||||
|
||||
export interface ScopeContext {
|
||||
userId: string;
|
||||
appId: string;
|
||||
runId: string;
|
||||
}
|
||||
|
||||
export function normalizeScope(value: unknown): Scope {
|
||||
return value === "session" || value === "global" ? value : "project";
|
||||
}
|
||||
|
||||
export function resolveToolScope(requested: Scope | undefined, configured: Scope): Scope {
|
||||
const scope = requested ?? configured;
|
||||
if (scope === "global" && configured !== "global") {
|
||||
throw new Error("Select global scope in the plugin settings or /mem0-scope command first.");
|
||||
}
|
||||
return scope;
|
||||
}
|
||||
|
||||
function validateContext(scope: Scope, context: ScopeContext): void {
|
||||
const keys: (keyof ScopeContext)[] = ["userId"];
|
||||
if (scope !== "global") keys.push("appId");
|
||||
if (scope === "session") keys.push("runId");
|
||||
for (const key of keys) {
|
||||
if (!context[key]?.trim() || /^\*+$/.test(context[key].trim())) {
|
||||
throw new Error(`Invalid memory scope ${key}`);
|
||||
}
|
||||
}
|
||||
}
|
||||
|
||||
export function scopeSearchFilters(scope: Scope, context: ScopeContext): Record<string, string> {
|
||||
validateContext(scope, context);
|
||||
if (scope === "session") {
|
||||
return { user_id: context.userId, app_id: context.appId, run_id: context.runId };
|
||||
}
|
||||
return scope === "global"
|
||||
? { user_id: context.userId }
|
||||
: { user_id: context.userId, app_id: context.appId };
|
||||
}
|
||||
|
||||
export function scopeAddParams(scope: Scope, context: ScopeContext): Record<string, string> {
|
||||
validateContext(scope, context);
|
||||
if (scope === "session") {
|
||||
return { userId: context.userId, appId: context.appId, runId: context.runId };
|
||||
}
|
||||
return scope === "global"
|
||||
? { userId: context.userId }
|
||||
: { userId: context.userId, appId: context.appId };
|
||||
}
|
||||
@@ -0,0 +1,158 @@
|
||||
import { redactSecrets } from "./lifecycle.ts";
|
||||
|
||||
const POSTHOG_API_KEY = "phc_hgJkUVJFYtmaJqrvf6CYN67TIQ8yhXAkWzUn9AMU4yX";
|
||||
const POSTHOG_BATCH_URL = "https://us.i.posthog.com/batch/";
|
||||
const OFF_VALUES = new Set(["false", "0", "no", "off"]);
|
||||
const PRIVATE_KEYS = new Set([
|
||||
"apikey",
|
||||
"authorization",
|
||||
"password",
|
||||
"query",
|
||||
"secret",
|
||||
"prompt",
|
||||
"token",
|
||||
"text",
|
||||
"memory",
|
||||
"message",
|
||||
"error",
|
||||
"path",
|
||||
"cwd",
|
||||
"userid",
|
||||
"agentid",
|
||||
"runid",
|
||||
"repoid",
|
||||
"repositoryid",
|
||||
"projectid",
|
||||
"appid",
|
||||
"filters",
|
||||
]);
|
||||
|
||||
export interface TelemetryConfig {
|
||||
host: string;
|
||||
source: string;
|
||||
version: string;
|
||||
distinctId: string | (() => string | undefined);
|
||||
delivery?: (batch: Record<string, unknown>[]) => void | Promise<void>;
|
||||
flushThreshold?: number;
|
||||
flushIntervalMs?: number;
|
||||
maxQueueSize?: number;
|
||||
commonProperties?: Record<string, unknown>;
|
||||
eventName?: (event: string) => string;
|
||||
enabled?: () => boolean;
|
||||
}
|
||||
|
||||
export function isTelemetryEnabled(): boolean {
|
||||
const value = process.env.MEM0_TELEMETRY;
|
||||
return value === undefined || !OFF_VALUES.has(value.toLowerCase());
|
||||
}
|
||||
|
||||
function safeValue(value: unknown): unknown {
|
||||
if (typeof value === "string") return redactSecrets(value);
|
||||
if (Array.isArray(value)) return value.map(safeValue);
|
||||
if (value && typeof value === "object") {
|
||||
return Object.fromEntries(
|
||||
Object.entries(value)
|
||||
.filter(([key]) => !PRIVATE_KEYS.has(key.toLowerCase().replace(/[^a-z]/g, "")))
|
||||
.map(([key, nested]) => [key, safeValue(nested)]),
|
||||
);
|
||||
}
|
||||
return value;
|
||||
}
|
||||
|
||||
function safeProperties(properties: Record<string, unknown>): Record<string, unknown> {
|
||||
return safeValue(properties) as Record<string, unknown>;
|
||||
}
|
||||
|
||||
export function errorKind(error: unknown): string {
|
||||
const text = (error instanceof Error ? error.message : String(error)).toLowerCase();
|
||||
if (text.includes("timeout") || text.includes("aborted")) return "timeout";
|
||||
if (text.includes("401") || text.includes("403") || text.includes("unauthor")) return "auth";
|
||||
if (text.includes("429") || text.includes("rate limit")) return "rate-limited";
|
||||
if (/50[0234]/.test(text)) return "server-error";
|
||||
if (text.includes("400") || text.includes("422")) return "bad-request";
|
||||
if (text.includes("fetch failed") || text.includes("enotfound")) return "network";
|
||||
return error instanceof Error ? error.constructor.name : "other";
|
||||
}
|
||||
|
||||
export function createTelemetry(config: TelemetryConfig) {
|
||||
let queue: Record<string, unknown>[] = [];
|
||||
let timer: ReturnType<typeof setInterval> | undefined;
|
||||
const flushThreshold = config.flushThreshold ?? 10;
|
||||
const maxQueueSize = config.maxQueueSize ?? 100;
|
||||
|
||||
const deliver = config.delivery ?? (async (batch: Record<string, unknown>[]) => {
|
||||
await fetch(POSTHOG_BATCH_URL, {
|
||||
method: "POST",
|
||||
headers: { "Content-Type": "application/json" },
|
||||
body: JSON.stringify({ api_key: POSTHOG_API_KEY, batch }),
|
||||
signal: AbortSignal.timeout(3_000),
|
||||
});
|
||||
});
|
||||
|
||||
async function flush(): Promise<void> {
|
||||
if (!queue.length) return;
|
||||
const batch = queue;
|
||||
queue = [];
|
||||
try {
|
||||
await deliver(batch);
|
||||
} catch {
|
||||
// Telemetry must never affect plugin behavior.
|
||||
}
|
||||
}
|
||||
|
||||
function beforeExit(): void {
|
||||
void flush();
|
||||
}
|
||||
|
||||
function build(event: string, properties: Record<string, unknown> = {}): Record<string, unknown> | null {
|
||||
if (!(config.enabled?.() ?? isTelemetryEnabled())) return null;
|
||||
try {
|
||||
const distinctId = typeof config.distinctId === "function" ? config.distinctId() : config.distinctId;
|
||||
if (!distinctId) return null;
|
||||
return {
|
||||
event: config.eventName?.(event) ?? event,
|
||||
distinct_id: distinctId,
|
||||
properties: {
|
||||
...safeProperties(properties),
|
||||
...safeProperties(config.commonProperties ?? {}),
|
||||
host: config.host,
|
||||
source: config.source,
|
||||
language: "node",
|
||||
plugin_version: config.version,
|
||||
node_version: process.version,
|
||||
os: process.platform,
|
||||
$process_person_profile: false,
|
||||
$lib: "posthog-node",
|
||||
},
|
||||
};
|
||||
} catch {
|
||||
return null;
|
||||
}
|
||||
}
|
||||
|
||||
function capture(event: string, properties: Record<string, unknown> = {}): void {
|
||||
try {
|
||||
const payload = build(event, properties);
|
||||
if (!payload) return;
|
||||
queue.push(payload);
|
||||
if (queue.length > maxQueueSize) queue = queue.slice(-maxQueueSize);
|
||||
if (!timer) {
|
||||
timer = setInterval(() => void flush(), config.flushIntervalMs ?? 5_000);
|
||||
timer.unref?.();
|
||||
process.on("beforeExit", beforeExit);
|
||||
}
|
||||
if (queue.length >= flushThreshold) void flush();
|
||||
} catch {
|
||||
// Telemetry must never affect plugin behavior.
|
||||
}
|
||||
}
|
||||
|
||||
function resetForTesting(): void {
|
||||
queue = [];
|
||||
if (timer) clearInterval(timer);
|
||||
timer = undefined;
|
||||
process.off("beforeExit", beforeExit);
|
||||
}
|
||||
|
||||
return { build, capture, flush, resetForTesting, queueForTesting: () => queue };
|
||||
}
|
||||
@@ -0,0 +1,39 @@
|
||||
import assert from "node:assert/strict";
|
||||
import test from "node:test";
|
||||
|
||||
import {
|
||||
MAX_OUTPUT_CHARS,
|
||||
MAX_OUTPUT_LINES,
|
||||
formatAddResult,
|
||||
formatAge,
|
||||
formatMemoryCompact,
|
||||
formatMemoryList,
|
||||
truncateOutput,
|
||||
} from "../src/formatting.ts";
|
||||
|
||||
test("memory formatting preserves the existing compact host output", () => {
|
||||
const now = Date.now();
|
||||
assert.equal(formatAge(new Date(now - 30 * 60_000)), "30m ago");
|
||||
assert.match(
|
||||
formatMemoryCompact({ id: "abc", memory: "Dark mode", categories: ["preference"] }),
|
||||
/^\[preference\] Dark mode \[mem0:abc\]$/,
|
||||
);
|
||||
assert.equal(formatMemoryList([]), "No memories found.");
|
||||
assert.match(formatMemoryList([{ id: "1", memory: "A" }, { id: "2", memory: "B" }]), /^1\..*\n2\./);
|
||||
});
|
||||
|
||||
test("write formatting handles pending, stored, and empty results", () => {
|
||||
assert.equal(
|
||||
formatAddResult({ eventId: "evt-9", status: "PENDING" }),
|
||||
"Memory queued for background extraction (event evt-9); it will be searchable shortly.",
|
||||
);
|
||||
assert.match(formatAddResult([{ id: "1" }, { id: "2" }]), /^Stored 2 memories:/);
|
||||
assert.equal(formatAddResult([]), "Memory stored.");
|
||||
});
|
||||
|
||||
test("output truncation preserves small output and bounds large output", () => {
|
||||
assert.equal(truncateOutput("a\nb"), "a\nb");
|
||||
const many = Array.from({ length: MAX_OUTPUT_LINES + 1 }, (_, index) => `line ${index}`).join("\n");
|
||||
assert.match(truncateOutput(many), /showing 200 of 201 lines/);
|
||||
assert.match(truncateOutput("x".repeat(MAX_OUTPUT_CHARS + 1)), /cut at 50KB/);
|
||||
});
|
||||
@@ -0,0 +1,18 @@
|
||||
import assert from "node:assert/strict";
|
||||
import test from "node:test";
|
||||
|
||||
import { entityAddParams, entitySearchFilters, parseProjectFromRemote } from "../src/identity.ts";
|
||||
|
||||
test("parses common git remote forms", () => {
|
||||
assert.equal(parseProjectFromRemote("git@github.com-work:mem0ai/mem0.git"), "mem0ai-mem0");
|
||||
assert.equal(parseProjectFromRemote("https://github.com/mem0ai/mem0/"), "mem0ai-mem0");
|
||||
assert.equal(parseProjectFromRemote("not-a-remote"), null);
|
||||
assert.equal(parseProjectFromRemote(""), null);
|
||||
});
|
||||
|
||||
test("entity filters trim overrides and preserve API casing", () => {
|
||||
const params = { userId: " alice ", agentId: " agent ", runId: " " };
|
||||
assert.deepEqual(entitySearchFilters(params, "default"), { user_id: "alice", agent_id: "agent" });
|
||||
assert.deepEqual(entityAddParams(params, "default"), { userId: "alice", agentId: "agent" });
|
||||
assert.deepEqual(entitySearchFilters({ userId: " " }, "default"), { user_id: "default" });
|
||||
});
|
||||
@@ -0,0 +1,120 @@
|
||||
import assert from "node:assert/strict";
|
||||
import test from "node:test";
|
||||
|
||||
import {
|
||||
boundedText,
|
||||
buildRecallContext,
|
||||
createMemoryLifecycle,
|
||||
extractConversation,
|
||||
redactSecrets,
|
||||
} from "../src/lifecycle.ts";
|
||||
|
||||
test("one lifecycle owns recall state and resets it for a new session", async () => {
|
||||
const lifecycle = createMemoryLifecycle({ recallTimeoutMs: 50 });
|
||||
const search = async () => ({ results: [{ id: "m1", memory: "Use pnpm" }] });
|
||||
|
||||
assert.match(await lifecycle.recall("package manager", true, search), /Use pnpm/);
|
||||
assert.equal(await lifecycle.recall("package manager", true, search), "");
|
||||
|
||||
lifecycle.beginSession();
|
||||
assert.match(await lifecycle.recall("package manager", true, search), /Use pnpm/);
|
||||
});
|
||||
|
||||
test("one lifecycle owns capture preparation", () => {
|
||||
const lifecycle = createMemoryLifecycle();
|
||||
|
||||
assert.deepEqual(
|
||||
lifecycle.prepareConversation([
|
||||
{ role: "user", content: "password=secret-value" },
|
||||
{ role: "assistant", content: "Configured it" },
|
||||
]),
|
||||
[
|
||||
{ role: "user", content: "password=[REDACTED]" },
|
||||
{ role: "assistant", content: "Configured it" },
|
||||
],
|
||||
);
|
||||
});
|
||||
|
||||
test("capture preserves long prompts and responses while redacting secrets", () => {
|
||||
const lifecycle = createMemoryLifecycle();
|
||||
const prompt = "Repository question. ".repeat(2000) + "Final requirement. api_key=hidden-user-secret";
|
||||
const answer = "Repository answer. ".repeat(4000) + "Final detail. password=hidden-agent-secret";
|
||||
assert.deepEqual(lifecycle.prepareConversation([
|
||||
{ role: "user", content: prompt },
|
||||
{ role: "assistant", content: [{ type: "text", text: answer }] },
|
||||
]), [
|
||||
{ role: "user", content: redactSecrets(prompt) },
|
||||
{ role: "assistant", content: redactSecrets(answer) },
|
||||
]);
|
||||
assert.equal(lifecycle.prepareUserText(prompt), redactSecrets(prompt));
|
||||
});
|
||||
|
||||
test("redacts Claude-equivalent credentials before content leaves the host", () => {
|
||||
const privateKey = "-----BEGIN PRIVATE KEY-----\nsecret\n-----END PRIVATE KEY-----";
|
||||
const input = [
|
||||
"Authorization: Bearer top-secret-token",
|
||||
"api_key=super-secret-value",
|
||||
"password=hunter2",
|
||||
"ghp_abcdefghijklmnopqrstuvwxyz123456",
|
||||
privateKey,
|
||||
].join("\n");
|
||||
|
||||
const output = redactSecrets(input);
|
||||
assert.equal(output.includes("top-secret-token"), false);
|
||||
assert.equal(output.includes("super-secret-value"), false);
|
||||
assert.equal(output.includes("hunter2"), false);
|
||||
assert.equal(output.includes("ghp_"), false);
|
||||
assert.equal(output.includes("secret\n-----END"), false);
|
||||
assert.match(output, /\[REDACTED\]/);
|
||||
});
|
||||
|
||||
test("bounds redacted content and reports the omitted character count", () => {
|
||||
assert.equal(boundedText(" abc ", 10), "abc");
|
||||
assert.equal(boundedText("abcdefgh", 5), "abcde\n...[truncated 3 chars]");
|
||||
});
|
||||
|
||||
test("normalizes and sanitizes user/assistant conversation content", () => {
|
||||
const messages = [
|
||||
{ role: "system", content: "ignored" },
|
||||
{ role: "user", content: [{ type: "text", text: "token=m0-abcdefghijklmnop" }] },
|
||||
{ role: "assistant", content: [{ type: "tool_use" }, { type: "text", text: "done" }] },
|
||||
];
|
||||
|
||||
assert.deepEqual(extractConversation(messages), [
|
||||
{ role: "user", content: "token=[REDACTED]" },
|
||||
{ role: "assistant", content: "done" },
|
||||
]);
|
||||
});
|
||||
|
||||
test("recall is bounded, fail-open, and de-duplicates already injected memories", async () => {
|
||||
const seen = new Set<string>(["old"]);
|
||||
const search = async () => ({
|
||||
results: [
|
||||
{ id: "old", memory: "already shown" },
|
||||
{ id: "new", memory: `api_key=hidden ${"x".repeat(100)}` },
|
||||
],
|
||||
});
|
||||
|
||||
const output = await buildRecallContext("what changed?", true, search, {
|
||||
maxChars: 240,
|
||||
seenIds: seen,
|
||||
});
|
||||
assert.equal(output.includes("already shown"), false);
|
||||
assert.equal(output.includes("hidden"), false);
|
||||
assert.ok(output.length <= 240);
|
||||
assert.equal(seen.has("new"), true);
|
||||
assert.equal(
|
||||
await buildRecallContext("what changed?", true, async () => {
|
||||
throw new Error("offline");
|
||||
}),
|
||||
"",
|
||||
);
|
||||
});
|
||||
|
||||
test("recall times out without blocking the host turn", async () => {
|
||||
const never = () => new Promise<{ results?: unknown[] }>(() => {});
|
||||
const started = Date.now();
|
||||
|
||||
assert.equal(await buildRecallContext("hello", true, never, { timeoutMs: 5 }), "");
|
||||
assert.ok(Date.now() - started < 100);
|
||||
});
|
||||
@@ -0,0 +1,44 @@
|
||||
import assert from "node:assert/strict";
|
||||
import test from "node:test";
|
||||
|
||||
import { normalizeScope, resolveToolScope, scopeAddParams, scopeSearchFilters } from "../src/scoping.ts";
|
||||
|
||||
const context = { userId: "u", appId: "app", runId: "run" };
|
||||
|
||||
test("normalizes unknown scope to project", () => {
|
||||
assert.equal(normalizeScope("session"), "session");
|
||||
assert.equal(normalizeScope("global"), "global");
|
||||
assert.equal(normalizeScope("invalid"), "project");
|
||||
});
|
||||
|
||||
test("resolves project, session, and global search filters", () => {
|
||||
assert.deepEqual(scopeSearchFilters("project", context), { user_id: "u", app_id: "app" });
|
||||
assert.deepEqual(scopeSearchFilters("session", context), { user_id: "u", app_id: "app", run_id: "run" });
|
||||
assert.deepEqual(scopeSearchFilters("global", context), { user_id: "u" });
|
||||
});
|
||||
|
||||
test("resolves camel-case add params", () => {
|
||||
assert.deepEqual(scopeAddParams("project", context), { userId: "u", appId: "app" });
|
||||
assert.deepEqual(scopeAddParams("session", context), { userId: "u", appId: "app", runId: "run" });
|
||||
assert.deepEqual(scopeAddParams("global", context), { userId: "u" });
|
||||
});
|
||||
|
||||
test("rejects empty and wildcard identities before building filters or writes", () => {
|
||||
for (const invalid of ["", " ", "*", "***"]) {
|
||||
for (const scope of ["project", "session"] as const) {
|
||||
for (const resolve of [scopeSearchFilters, scopeAddParams]) {
|
||||
assert.throws(() => resolve(scope, { ...context, appId: invalid }), /appId/);
|
||||
assert.throws(() => resolve(scope, { ...context, userId: invalid }), /userId/);
|
||||
}
|
||||
}
|
||||
assert.throws(() => scopeSearchFilters("session", { ...context, runId: invalid }), /runId/);
|
||||
}
|
||||
});
|
||||
|
||||
|
||||
test("tools cannot enable global scope without a user-configured global default", () => {
|
||||
assert.throws(() => resolveToolScope("global", "project"), /Select global/);
|
||||
assert.throws(() => resolveToolScope("global", "session"), /Select global/);
|
||||
assert.equal(resolveToolScope("global", "global"), "global");
|
||||
assert.equal(resolveToolScope("session", "project"), "session");
|
||||
});
|
||||
@@ -0,0 +1,124 @@
|
||||
import assert from "node:assert/strict";
|
||||
import test from "node:test";
|
||||
|
||||
import { createTelemetry, errorKind } from "../src/telemetry.ts";
|
||||
|
||||
test("telemetry preserves host names and strips sensitive properties", async () => {
|
||||
const delivered: Record<string, unknown>[][] = [];
|
||||
const telemetry = createTelemetry({
|
||||
host: "deepseek",
|
||||
source: "DEEPSEEK_HARNESS",
|
||||
version: "1.2.3",
|
||||
distinctId: "person",
|
||||
delivery: async (batch) => {
|
||||
delivered.push(batch);
|
||||
},
|
||||
});
|
||||
|
||||
telemetry.capture("deepseek.tool.search_memory", {
|
||||
success: true,
|
||||
query: "secret",
|
||||
apiKey: "key",
|
||||
cwd: "/private/repo",
|
||||
repo_id: "raw-repo",
|
||||
query_chars: 6,
|
||||
});
|
||||
await telemetry.flush();
|
||||
telemetry.resetForTesting();
|
||||
|
||||
const event = delivered[0][0] as { event: string; properties: Record<string, unknown> };
|
||||
assert.equal(event.event, "deepseek.tool.search_memory");
|
||||
assert.deepEqual(event.properties, {
|
||||
success: true,
|
||||
query_chars: 6,
|
||||
host: "deepseek",
|
||||
source: "DEEPSEEK_HARNESS",
|
||||
language: "node",
|
||||
plugin_version: "1.2.3",
|
||||
node_version: process.version,
|
||||
os: process.platform,
|
||||
$process_person_profile: false,
|
||||
$lib: "posthog-node",
|
||||
});
|
||||
});
|
||||
|
||||
test("all false-like opt-out values suppress events", async () => {
|
||||
const original = process.env.MEM0_TELEMETRY;
|
||||
try {
|
||||
for (const value of ["false", "0", "no", "OFF"]) {
|
||||
process.env.MEM0_TELEMETRY = value;
|
||||
let delivered = false;
|
||||
const telemetry = createTelemetry({
|
||||
host: "pi",
|
||||
source: "PI_AGENT_PLUGIN",
|
||||
version: "1",
|
||||
distinctId: "person",
|
||||
delivery: async () => {
|
||||
delivered = true;
|
||||
},
|
||||
});
|
||||
telemetry.capture("pi.test");
|
||||
await telemetry.flush();
|
||||
telemetry.resetForTesting();
|
||||
assert.equal(delivered, false);
|
||||
}
|
||||
} finally {
|
||||
if (original === undefined) delete process.env.MEM0_TELEMETRY;
|
||||
else process.env.MEM0_TELEMETRY = original;
|
||||
}
|
||||
});
|
||||
|
||||
test("telemetry redacts secrets nested inside allowed properties", () => {
|
||||
const secret = "sk-eval-12345678901234567890";
|
||||
const telemetry = createTelemetry({
|
||||
host: "pi",
|
||||
source: "PI_AGENT_PLUGIN",
|
||||
version: "1",
|
||||
distinctId: "person",
|
||||
});
|
||||
|
||||
const event = telemetry.build("pi.test", {
|
||||
note: `failure contained ${secret}`,
|
||||
details: { authorization: `Bearer ${secret}`, count: 2 },
|
||||
});
|
||||
telemetry.resetForTesting();
|
||||
|
||||
const serialized = JSON.stringify(event);
|
||||
assert.equal(serialized.includes(secret), false);
|
||||
assert.equal(serialized.includes("[REDACTED]"), true);
|
||||
assert.equal((event?.properties as { details: { count: number } }).details.count, 2);
|
||||
});
|
||||
|
||||
for (const key of ["password", "token", "secret", "authorization"]) {
|
||||
test(`telemetry removes ${key} from nested list elements`, () => {
|
||||
const secret = "sk-eval-12345678901234567890";
|
||||
const telemetry = createTelemetry({
|
||||
host: "pi",
|
||||
source: "PI_AGENT_PLUGIN",
|
||||
version: "1",
|
||||
distinctId: "person",
|
||||
});
|
||||
|
||||
const event = telemetry.build("pi.test", {
|
||||
details: [
|
||||
{ [key]: "plain-value", count: 2 },
|
||||
{ nested: { [key.toUpperCase()]: "plain-value", ok: true } },
|
||||
[`failure contained ${secret}`],
|
||||
],
|
||||
});
|
||||
telemetry.resetForTesting();
|
||||
|
||||
assert.deepEqual((event?.properties as { details: unknown[] }).details, [
|
||||
{ count: 2 },
|
||||
{ nested: { ok: true } },
|
||||
["failure contained [REDACTED]"],
|
||||
]);
|
||||
});
|
||||
}
|
||||
|
||||
test("error classification does not expose messages", () => {
|
||||
assert.equal(errorKind(new Error("429 secret query")), "rate-limited");
|
||||
assert.equal(errorKind(new Error("401 key")), "auth");
|
||||
assert.equal(errorKind(new Error("request timeout")), "timeout");
|
||||
assert.equal(errorKind(new Error("fetch failed")), "network");
|
||||
});
|
||||
@@ -0,0 +1,12 @@
|
||||
{
|
||||
"compilerOptions": {
|
||||
"target": "ES2022",
|
||||
"module": "ES2022",
|
||||
"moduleResolution": "bundler",
|
||||
"strict": true,
|
||||
"types": ["node"],
|
||||
"allowImportingTsExtensions": true,
|
||||
"noEmit": true
|
||||
},
|
||||
"include": ["src", "tests"]
|
||||
}
|
||||
@@ -0,0 +1,17 @@
|
||||
---
|
||||
name: sidekick
|
||||
description: Coding subagent for focused implementation, investigation, testing, debugging, or review work.
|
||||
subagent: true
|
||||
---
|
||||
|
||||
You are Mem0's coding sidekick. Complete only the bounded task the main agent
|
||||
delegates to you and return a concise, self-contained result.
|
||||
|
||||
Search Mem0 before work that may depend on prior repository decisions or user
|
||||
preferences. Inspect the relevant repository rules and code, make changes when
|
||||
asked, and run the smallest decisive validation. Use only the workspace the
|
||||
caller assigned; do not assume a separate Git worktree.
|
||||
|
||||
Your final response must state the outcome, changed files, validation, and any
|
||||
remaining risk. Do not commit, push, or open a pull request unless the caller
|
||||
explicitly asks.
|
||||
@@ -0,0 +1,100 @@
|
||||
#!/usr/bin/env python3
|
||||
"""Detached remote checkpoint worker.
|
||||
|
||||
Claude Code may cancel SessionEnd hooks as a print-mode process exits. The hook
|
||||
therefore persists its input first and launches this process in a new session.
|
||||
"""
|
||||
|
||||
from __future__ import annotations
|
||||
|
||||
import json
|
||||
import os
|
||||
import sys
|
||||
import time
|
||||
from pathlib import Path
|
||||
|
||||
import telemetry
|
||||
from memory_core import (
|
||||
EvidenceStore,
|
||||
checkpoint_session,
|
||||
configure_harness,
|
||||
touch_handoff_heartbeat,
|
||||
)
|
||||
|
||||
|
||||
def main() -> int:
|
||||
if len(sys.argv) != 2:
|
||||
return 2
|
||||
handoff_path = Path(sys.argv[1])
|
||||
os.environ["MEM0_CODE_HANDOFF_PATH"] = str(handoff_path)
|
||||
harness = os.environ.get("MEM0_PLUGIN_HARNESS")
|
||||
if harness:
|
||||
source_tag = os.environ.get("MEM0_PLUGIN_SOURCE_TAG", "")
|
||||
configure_harness(
|
||||
harness,
|
||||
env_prefix=os.environ.get("MEM0_PLUGIN_ENV_PREFIX", ""),
|
||||
data_dir_name=os.environ.get("MEM0_PLUGIN_DATA_DIR_NAME", ""),
|
||||
source_tag=source_tag,
|
||||
)
|
||||
telemetry.init(harness=harness, source_tag=source_tag.upper())
|
||||
completed = False
|
||||
try:
|
||||
payload = json.loads(handoff_path.read_text(encoding="utf-8"))
|
||||
delay = float(payload.get("delay_seconds") or 0)
|
||||
if delay > 0:
|
||||
payload.pop("delay_seconds", None)
|
||||
temporary = handoff_path.with_suffix(f".{os.getpid()}.tmp")
|
||||
try:
|
||||
temporary.write_text(json.dumps(payload), encoding="utf-8")
|
||||
temporary.replace(handoff_path)
|
||||
finally:
|
||||
temporary.unlink(missing_ok=True)
|
||||
time.sleep(delay)
|
||||
if not handoff_path.exists():
|
||||
return 0
|
||||
hook_input = payload.get("hook_input") or {}
|
||||
reason = str(payload.get("reason") or "checkpoint")
|
||||
wait_for_inflight = bool(payload.get("wait_for_inflight"))
|
||||
store = EvidenceStore()
|
||||
try:
|
||||
if wait_for_inflight:
|
||||
session_id = str(
|
||||
hook_input.get("session_id") or "unknown-session"
|
||||
)
|
||||
repo = store.repo_for_session(session_id, hook_input.get("cwd"))
|
||||
deadline = time.monotonic() + float(
|
||||
os.environ.get("MEM0_CODE_EXTRACTION_WAIT_SECONDS", "120")
|
||||
)
|
||||
while (
|
||||
store.has_inflight_flush(repo.identity, session_id)
|
||||
and time.monotonic() < deadline
|
||||
):
|
||||
touch_handoff_heartbeat()
|
||||
time.sleep(0.25)
|
||||
# Hooks capture the conversation before handoff; the worker only flushes it.
|
||||
result = checkpoint_session(store, hook_input, reason)
|
||||
print(json.dumps(result, sort_keys=True), flush=True)
|
||||
completed = result.get("status") in {
|
||||
"semantic-succeeded",
|
||||
"explicitly-stored",
|
||||
"nothing-to-flush",
|
||||
}
|
||||
finally:
|
||||
store.close()
|
||||
return 0
|
||||
finally:
|
||||
telemetry.flush()
|
||||
if completed:
|
||||
try:
|
||||
handoff_path.unlink()
|
||||
except OSError:
|
||||
pass
|
||||
elif handoff_path.suffix == ".running":
|
||||
try:
|
||||
handoff_path.replace(handoff_path.with_suffix(".json"))
|
||||
except OSError:
|
||||
pass
|
||||
|
||||
|
||||
if __name__ == "__main__":
|
||||
raise SystemExit(main())
|
||||
@@ -0,0 +1,372 @@
|
||||
"""Shared hook orchestration for all Mem0 agent plugins."""
|
||||
|
||||
from __future__ import annotations
|
||||
|
||||
import argparse
|
||||
import hashlib
|
||||
import json
|
||||
import os
|
||||
import subprocess
|
||||
import sys
|
||||
import time
|
||||
import uuid
|
||||
from pathlib import Path
|
||||
|
||||
import telemetry
|
||||
from memory_core import (
|
||||
EvidenceStore,
|
||||
_session_id,
|
||||
api_key,
|
||||
bounded,
|
||||
cache_plugin_api_key,
|
||||
checkpoint_session,
|
||||
clear_stale_api_key_cache,
|
||||
configure_harness,
|
||||
data_dir,
|
||||
detached_process_kwargs,
|
||||
format_context,
|
||||
harness_config,
|
||||
record_session_start,
|
||||
record_tool,
|
||||
record_user_prompt,
|
||||
redact,
|
||||
search_memories,
|
||||
)
|
||||
|
||||
STALE_RUNNING_SECONDS = 300
|
||||
PENDING_EXPIRY_SECONDS = 7 * 24 * 60 * 60
|
||||
PENDING_LAUNCH_LIMIT = 5
|
||||
DEFAULT_IDLE_FLUSH_SECONDS = 300
|
||||
|
||||
_core_dir: Path = Path(__file__).resolve().parent
|
||||
|
||||
|
||||
def read_hook_input() -> dict:
|
||||
try:
|
||||
value = json.load(sys.stdin)
|
||||
return value if isinstance(value, dict) else {}
|
||||
except (json.JSONDecodeError, OSError):
|
||||
return {}
|
||||
|
||||
|
||||
def default_record_stop(store: EvidenceStore, hook_input: dict):
|
||||
"""Record the assistant's response without transcript parsing."""
|
||||
session_id = _session_id(hook_input)
|
||||
repo = store.repo_for_session(session_id, hook_input.get("cwd"))
|
||||
message = redact(hook_input.get("last_assistant_message", "")).strip()
|
||||
if message:
|
||||
store.record_assistant_response(repo, session_id, message)
|
||||
return repo, session_id
|
||||
|
||||
|
||||
def first_prompt_memory_output(store: EvidenceStore, hook_input: dict) -> dict:
|
||||
"""Search once before the agent handles the first prompt in a session."""
|
||||
repo, session_id, prompt, is_first_prompt = record_user_prompt(store, hook_input)
|
||||
if not is_first_prompt:
|
||||
return {}
|
||||
try:
|
||||
minimum_query_chars = int(os.environ.get("MEM0_CODE_MIN_QUERY_CHARS", "20"))
|
||||
except ValueError:
|
||||
minimum_query_chars = 20
|
||||
if len(prompt.strip()) < max(minimum_query_chars, 1):
|
||||
return {}
|
||||
result = search_memories(
|
||||
store, repo, session_id, bounded(prompt, 6000),
|
||||
top_k=5, operation="first-prompt-search", timeout=2,
|
||||
)
|
||||
if not result.memories:
|
||||
return {}
|
||||
context = format_context(
|
||||
result.memories,
|
||||
"Mem0 found these relevant memories from earlier work in this repository:",
|
||||
)
|
||||
telemetry.record(
|
||||
"context_injected",
|
||||
repo=repo, session_id=session_id, trigger="first-prompt",
|
||||
memory_count=len(result.memories), context_chars=len(context),
|
||||
prompt_chars=len(prompt),
|
||||
)
|
||||
return {
|
||||
"hookSpecificOutput": {
|
||||
"hookEventName": "UserPromptSubmit",
|
||||
"additionalContext": context,
|
||||
},
|
||||
}
|
||||
|
||||
|
||||
def _launch_handoff(handoff_path: Path) -> bool:
|
||||
running_path = handoff_path.with_suffix(".running")
|
||||
try:
|
||||
handoff_path.replace(running_path)
|
||||
except OSError:
|
||||
return False
|
||||
worker = _core_dir / "flush_worker.py"
|
||||
log_path = data_dir() / "flush-worker.log"
|
||||
log_handle = open(log_path, "a", encoding="utf-8")
|
||||
harness = harness_config()
|
||||
child_env = os.environ.copy()
|
||||
child_env.update(
|
||||
{
|
||||
"MEM0_CODE_DATA_DIR": str(data_dir()),
|
||||
"MEM0_PLUGIN_HARNESS": harness["name"],
|
||||
"MEM0_PLUGIN_ENV_PREFIX": harness["env_prefix"],
|
||||
"MEM0_PLUGIN_DATA_DIR_NAME": harness["data_dir_name"],
|
||||
"MEM0_PLUGIN_SOURCE_TAG": harness["source_tag"],
|
||||
}
|
||||
)
|
||||
try:
|
||||
subprocess.Popen(
|
||||
[sys.executable, str(worker), str(running_path)],
|
||||
stdin=subprocess.DEVNULL,
|
||||
stdout=log_handle, stderr=log_handle,
|
||||
close_fds=True,
|
||||
env=child_env,
|
||||
**detached_process_kwargs(),
|
||||
)
|
||||
finally:
|
||||
log_handle.close()
|
||||
return True
|
||||
|
||||
|
||||
def recover_pending_handoffs() -> int:
|
||||
pending_dir = data_dir() / "pending"
|
||||
pending_dir.mkdir(parents=True, exist_ok=True)
|
||||
now = time.time()
|
||||
for running in pending_dir.glob("*.running"):
|
||||
try:
|
||||
if now - running.stat().st_mtime > STALE_RUNNING_SECONDS:
|
||||
running.replace(running.with_suffix(".json"))
|
||||
except OSError:
|
||||
continue
|
||||
recoverable = []
|
||||
for handoff in pending_dir.glob("*.json"):
|
||||
try:
|
||||
age = now - handoff.stat().st_mtime
|
||||
except OSError:
|
||||
continue
|
||||
if age > PENDING_EXPIRY_SECONDS:
|
||||
handoff.unlink(missing_ok=True)
|
||||
continue
|
||||
recoverable.append((age, handoff))
|
||||
recoverable.sort(key=lambda item: item[0], reverse=True)
|
||||
launched = 0
|
||||
for _, handoff in recoverable[:PENDING_LAUNCH_LIMIT]:
|
||||
launched += int(_launch_handoff(handoff))
|
||||
return launched
|
||||
|
||||
|
||||
def refresh_pending_handoffs() -> None:
|
||||
pending_dir = data_dir() / "pending"
|
||||
if not pending_dir.is_dir():
|
||||
return
|
||||
for pattern in ("*.json", "*.running"):
|
||||
for handoff in pending_dir.glob(pattern):
|
||||
try:
|
||||
os.utime(handoff)
|
||||
except OSError:
|
||||
continue
|
||||
|
||||
|
||||
def hand_off_flush(
|
||||
hook_input: dict, reason: str, *, wait_for_inflight: bool = False,
|
||||
) -> None:
|
||||
pending_dir = data_dir() / "pending"
|
||||
pending_dir.mkdir(parents=True, exist_ok=True)
|
||||
material = (
|
||||
f"{hook_input.get('cwd', '')}\0{hook_input.get('session_id', '')}\0{reason}"
|
||||
)
|
||||
digest = hashlib.sha256(material.encode()).hexdigest()[:24]
|
||||
handoff_path = pending_dir / f"{digest}-{uuid.uuid4().hex[:8]}.json"
|
||||
temporary_path = handoff_path.with_suffix(".tmp")
|
||||
temporary_path.write_text(
|
||||
json.dumps({
|
||||
"hook_input": hook_input,
|
||||
"reason": reason,
|
||||
"wait_for_inflight": wait_for_inflight,
|
||||
}),
|
||||
encoding="utf-8",
|
||||
)
|
||||
temporary_path.replace(handoff_path)
|
||||
_launch_handoff(handoff_path)
|
||||
|
||||
|
||||
def automatic_flush_enabled() -> bool:
|
||||
return os.environ.get("MEM0_CODE_AUTO_FLUSH", "true").lower() in {
|
||||
"1", "true", "yes", "on",
|
||||
}
|
||||
|
||||
|
||||
def schedule_periodic_checkpoint(
|
||||
store: EvidenceStore, hook_input: dict, repo, session_id: str,
|
||||
) -> bool:
|
||||
if (
|
||||
not automatic_flush_enabled()
|
||||
or not api_key()
|
||||
or not store.checkpoint_due(repo.identity, session_id)
|
||||
):
|
||||
return False
|
||||
if store.prepare_flush(repo, session_id, "periodic") is None:
|
||||
return False
|
||||
hand_off_flush(hook_input, "periodic")
|
||||
return True
|
||||
|
||||
|
||||
def _idle_flush_seconds() -> int:
|
||||
try:
|
||||
return max(
|
||||
int(os.environ.get("MEM0_CODE_IDLE_FLUSH_SECONDS", str(DEFAULT_IDLE_FLUSH_SECONDS))),
|
||||
0,
|
||||
)
|
||||
except ValueError:
|
||||
return DEFAULT_IDLE_FLUSH_SECONDS
|
||||
|
||||
|
||||
def schedule_idle_flush(
|
||||
store: EvidenceStore, hook_input: dict, repo, session_id: str,
|
||||
) -> bool:
|
||||
delay = _idle_flush_seconds()
|
||||
if delay <= 0 or not automatic_flush_enabled() or not api_key():
|
||||
return False
|
||||
if store.has_inflight_flush(repo.identity, session_id):
|
||||
return False
|
||||
if not store.has_unflushed_events(repo.identity, session_id):
|
||||
return False
|
||||
pending_dir = data_dir() / "pending"
|
||||
pending_dir.mkdir(parents=True, exist_ok=True)
|
||||
material = f"idle\0{hook_input.get('cwd', '')}\0{hook_input.get('session_id', '')}"
|
||||
digest = hashlib.sha256(material.encode()).hexdigest()[:24]
|
||||
for old in pending_dir.glob(f"idle-{digest}*"):
|
||||
old.unlink(missing_ok=True)
|
||||
handoff_path = pending_dir / f"idle-{digest}-{uuid.uuid4().hex[:8]}.json"
|
||||
temporary_path = handoff_path.with_suffix(".tmp")
|
||||
temporary_path.write_text(
|
||||
json.dumps({
|
||||
"hook_input": hook_input,
|
||||
"reason": "idle",
|
||||
"delay_seconds": delay,
|
||||
}),
|
||||
encoding="utf-8",
|
||||
)
|
||||
temporary_path.replace(handoff_path)
|
||||
_launch_handoff(handoff_path)
|
||||
return True
|
||||
|
||||
|
||||
def log_failure(exc: Exception) -> None:
|
||||
try:
|
||||
log_path = data_dir() / "plugin-errors.log"
|
||||
with log_path.open("a", encoding="utf-8") as handle:
|
||||
handle.write(f"{time.time():.3f} {type(exc).__name__}: {exc}\n")
|
||||
except OSError:
|
||||
pass
|
||||
|
||||
|
||||
def run(
|
||||
*,
|
||||
record_stop_fn=None,
|
||||
extra_actions: dict | None = None,
|
||||
data_dir_env: str = "MEM0_PLUGIN_DATA_DIR",
|
||||
automatic_flush_reasons: set | None = None,
|
||||
) -> int:
|
||||
if record_stop_fn is None:
|
||||
record_stop_fn = default_record_stop
|
||||
if automatic_flush_reasons is None:
|
||||
automatic_flush_reasons = {"session-end"}
|
||||
|
||||
base_actions = ["session-start", "user-prompt", "post-tool", "stop", "flush"]
|
||||
all_actions = base_actions + list((extra_actions or {}).keys())
|
||||
|
||||
parser = argparse.ArgumentParser()
|
||||
parser.add_argument("action", choices=all_actions)
|
||||
parser.add_argument("--reason", default="manual")
|
||||
parser.add_argument("--plugin-data-dir", default="")
|
||||
parser.add_argument("--harness", default="")
|
||||
args = parser.parse_args()
|
||||
|
||||
if args.harness:
|
||||
configure_harness(args.harness)
|
||||
telemetry.init(harness=args.harness)
|
||||
|
||||
if args.plugin_data_dir:
|
||||
os.environ[data_dir_env] = args.plugin_data_dir
|
||||
|
||||
cache_plugin_api_key()
|
||||
if args.action == "session-start":
|
||||
clear_stale_api_key_cache()
|
||||
|
||||
hook_input = read_hook_input()
|
||||
store = EvidenceStore()
|
||||
try:
|
||||
if store.is_paused():
|
||||
if args.action == "session-start":
|
||||
refresh_pending_handoffs()
|
||||
telemetry.record("session_start", paused=True)
|
||||
telemetry.spawn_flush()
|
||||
return 0
|
||||
|
||||
if args.action == "session-start":
|
||||
if telemetry.is_first_run():
|
||||
telemetry.record("install")
|
||||
recovered = recover_pending_handoffs()
|
||||
record_session_start(store, hook_input)
|
||||
if recovered:
|
||||
telemetry.record("handoff_recovered", count=recovered)
|
||||
telemetry.spawn_flush()
|
||||
elif args.action == "user-prompt":
|
||||
output = first_prompt_memory_output(store, hook_input)
|
||||
if output:
|
||||
print(json.dumps(output))
|
||||
elif args.action == "post-tool":
|
||||
record_tool(store, hook_input)
|
||||
elif args.action == "stop":
|
||||
repo, session_id = record_stop_fn(store, hook_input)
|
||||
if not schedule_periodic_checkpoint(store, hook_input, repo, session_id):
|
||||
schedule_idle_flush(store, hook_input, repo, session_id)
|
||||
elif args.action == "flush":
|
||||
automatic = args.reason in automatic_flush_reasons
|
||||
if automatic and not automatic_flush_enabled():
|
||||
return 0
|
||||
if args.reason == "session-end":
|
||||
record_stop_fn(store, hook_input)
|
||||
if os.environ.get("MEM0_CODE_SYNC_FLUSH") == "1":
|
||||
print(json.dumps(checkpoint_session(store, hook_input, args.reason)))
|
||||
else:
|
||||
session_id = str(hook_input.get("session_id") or "unknown-session")
|
||||
repo = store.repo_for_session(session_id, hook_input.get("cwd"))
|
||||
already_running = store.has_inflight_flush(repo.identity, session_id)
|
||||
if already_running and args.reason == "session-end":
|
||||
hand_off_flush(hook_input, args.reason, wait_for_inflight=True)
|
||||
elif not already_running and store.prepare_flush(
|
||||
repo, session_id, args.reason,
|
||||
) is not None:
|
||||
hand_off_flush(hook_input, args.reason)
|
||||
elif extra_actions and args.action in extra_actions:
|
||||
result = extra_actions[args.action](store, hook_input)
|
||||
if result:
|
||||
print(json.dumps(result))
|
||||
finally:
|
||||
store.close()
|
||||
return 0
|
||||
|
||||
|
||||
def entry_point(
|
||||
*,
|
||||
record_stop_fn=None,
|
||||
extra_actions: dict | None = None,
|
||||
data_dir_env: str = "MEM0_PLUGIN_DATA_DIR",
|
||||
automatic_flush_reasons: set | None = None,
|
||||
) -> None:
|
||||
try:
|
||||
raise SystemExit(run(
|
||||
record_stop_fn=record_stop_fn,
|
||||
extra_actions=extra_actions,
|
||||
data_dir_env=data_dir_env,
|
||||
automatic_flush_reasons=automatic_flush_reasons,
|
||||
))
|
||||
except Exception as exc:
|
||||
log_failure(exc)
|
||||
raise SystemExit(0)
|
||||
|
||||
|
||||
if __name__ == "__main__":
|
||||
entry_point()
|
||||
@@ -0,0 +1,247 @@
|
||||
#!/usr/bin/env python3
|
||||
"""Expose Mem0's memory search as one local coding-agent tool."""
|
||||
|
||||
from __future__ import annotations
|
||||
|
||||
import json
|
||||
import os
|
||||
import sys
|
||||
from typing import Any
|
||||
|
||||
import telemetry
|
||||
from memory_core import (
|
||||
CODING_MEMORY_CATEGORY_NAMES,
|
||||
PLUGIN_VERSION,
|
||||
SEARCH_SCOPES,
|
||||
format_search_result,
|
||||
resolve_repo,
|
||||
search_memories,
|
||||
)
|
||||
|
||||
PROTOCOL_VERSION = "2024-11-05"
|
||||
TOOL_NAME = "search_memories"
|
||||
TOOL_DESCRIPTION = (
|
||||
"Search memories from earlier work in this repository. ALWAYS call this "
|
||||
"tool before answering anything that could depend on prior context: the "
|
||||
"user's preferences, facts about this codebase, history, people, projects, "
|
||||
"or earlier decisions. Do not rely on the chat window alone. The "
|
||||
"repository's memory is shared by everyone who works in it and includes "
|
||||
"what it took to run, test, or build here, so search before assuming an "
|
||||
"invocation works. The scope argument changes what is searched: 'repo' "
|
||||
"(default) is the whole repository's shared memory plus your own "
|
||||
"preferences, 'dir' narrows the shared part to the directory you are "
|
||||
"working in, and 'mine' is your preferences alone."
|
||||
)
|
||||
TOOL_SCHEMA = {
|
||||
"type": "object",
|
||||
"properties": {
|
||||
"query": {
|
||||
"type": "string",
|
||||
"minLength": 1,
|
||||
"maxLength": 2000,
|
||||
"description": "A direct question about earlier work in this repository.",
|
||||
},
|
||||
"top_k": {
|
||||
"type": "integer",
|
||||
"minimum": 1,
|
||||
"maximum": 20,
|
||||
"description": "Maximum memories to return. Uses Mem0's configured default when omitted.",
|
||||
},
|
||||
"category": {
|
||||
"type": "string",
|
||||
"enum": list(CODING_MEMORY_CATEGORY_NAMES),
|
||||
"description": "Optional memory category. Omit to search every category.",
|
||||
},
|
||||
"scope": {
|
||||
"type": "string",
|
||||
"enum": list(SEARCH_SCOPES),
|
||||
"description": (
|
||||
"Which memories to search. 'repo' (default) is the whole repository's "
|
||||
"shared memory plus your own preferences, 'dir' narrows the shared "
|
||||
"part to the current directory, 'mine' is your preferences alone."
|
||||
),
|
||||
},
|
||||
"run_id": {
|
||||
"type": "string",
|
||||
"minLength": 1,
|
||||
"description": (
|
||||
"Optional coding-agent session ID. With any scope, restricts results to memories "
|
||||
"saved in that session. Omit to recall memories across sessions."
|
||||
),
|
||||
},
|
||||
},
|
||||
"required": ["query"],
|
||||
"additionalProperties": False,
|
||||
}
|
||||
|
||||
|
||||
class ToolInputError(ValueError):
|
||||
pass
|
||||
|
||||
|
||||
def _validate_arguments(
|
||||
arguments: Any,
|
||||
) -> tuple[str, int | None, str | None, str | None, str | None]:
|
||||
if not isinstance(arguments, dict):
|
||||
raise ToolInputError("Search arguments must be an object.")
|
||||
|
||||
unknown = set(arguments) - {"query", "top_k", "category", "scope", "run_id"}
|
||||
if unknown:
|
||||
raise ToolInputError(f"Unknown search argument: {sorted(unknown)[0]}")
|
||||
|
||||
query = arguments.get("query")
|
||||
if not isinstance(query, str) or not query.strip():
|
||||
raise ToolInputError("query must be a non-empty string.")
|
||||
query = query.strip()
|
||||
if len(query) > 2000:
|
||||
raise ToolInputError("query must be at most 2,000 characters.")
|
||||
|
||||
top_k = arguments.get("top_k")
|
||||
if top_k is not None and (
|
||||
isinstance(top_k, bool) or not isinstance(top_k, int) or not 1 <= top_k <= 20
|
||||
):
|
||||
raise ToolInputError("top_k must be an integer from 1 to 20.")
|
||||
|
||||
category = arguments.get("category")
|
||||
if category is not None and category not in CODING_MEMORY_CATEGORY_NAMES:
|
||||
raise ToolInputError("category must be one of Mem0's supported categories.")
|
||||
|
||||
scope = arguments.get("scope")
|
||||
if scope is not None and scope not in SEARCH_SCOPES:
|
||||
raise ToolInputError(f"scope must be one of {list(SEARCH_SCOPES)}.")
|
||||
|
||||
run_id = arguments.get("run_id")
|
||||
if run_id is not None:
|
||||
if not isinstance(run_id, str) or not run_id.strip():
|
||||
raise ToolInputError("run_id must be a non-empty string.")
|
||||
run_id = run_id.strip()
|
||||
|
||||
return query, top_k, category, scope, run_id
|
||||
|
||||
|
||||
def call_search_memories(arguments: Any, cwd: str | None = None) -> str:
|
||||
query, top_k, category, scope, run_id = _validate_arguments(arguments)
|
||||
repo = resolve_repo(cwd or os.environ.get("CLAUDE_PROJECT_DIR") or os.getcwd())
|
||||
result = search_memories(
|
||||
None,
|
||||
repo,
|
||||
None,
|
||||
query,
|
||||
top_k=top_k,
|
||||
category=category,
|
||||
scope=scope,
|
||||
run_id=run_id,
|
||||
operation="mcp-search",
|
||||
)
|
||||
return format_search_result(result)
|
||||
|
||||
|
||||
def _workspace_cwd(params: dict[str, Any]) -> str | None:
|
||||
meta = params.get("_meta")
|
||||
if not isinstance(meta, dict):
|
||||
return None
|
||||
metadata = meta.get("x-codex-turn-metadata")
|
||||
if not isinstance(metadata, dict):
|
||||
return None
|
||||
workspaces = metadata.get("workspaces") or {}
|
||||
if isinstance(workspaces, dict):
|
||||
return next((path for path in workspaces if isinstance(path, str) and path), None)
|
||||
return None
|
||||
|
||||
|
||||
def _tool_response(text: str, *, is_error: bool = False) -> dict[str, Any]:
|
||||
return {
|
||||
"content": [{"type": "text", "text": text}],
|
||||
"isError": is_error,
|
||||
}
|
||||
|
||||
|
||||
def handle_request(message: Any) -> dict[str, Any] | None:
|
||||
if not isinstance(message, dict):
|
||||
return None
|
||||
request_id = message.get("id")
|
||||
method = message.get("method")
|
||||
|
||||
if method == "notifications/initialized":
|
||||
return None
|
||||
if method == "initialize":
|
||||
requested = (message.get("params") or {}).get("protocolVersion")
|
||||
return {
|
||||
"jsonrpc": "2.0",
|
||||
"id": request_id,
|
||||
"result": {
|
||||
"protocolVersion": requested or PROTOCOL_VERSION,
|
||||
"capabilities": {"tools": {"listChanged": False}},
|
||||
"serverInfo": {"name": "mem0", "version": PLUGIN_VERSION},
|
||||
},
|
||||
}
|
||||
if method == "ping":
|
||||
return {"jsonrpc": "2.0", "id": request_id, "result": {}}
|
||||
if method == "tools/list":
|
||||
return {
|
||||
"jsonrpc": "2.0",
|
||||
"id": request_id,
|
||||
"result": {
|
||||
"tools": [
|
||||
{
|
||||
"name": TOOL_NAME,
|
||||
"description": TOOL_DESCRIPTION,
|
||||
"inputSchema": TOOL_SCHEMA,
|
||||
"annotations": {
|
||||
"readOnlyHint": True,
|
||||
"idempotentHint": True,
|
||||
"openWorldHint": True,
|
||||
},
|
||||
}
|
||||
]
|
||||
},
|
||||
}
|
||||
if method == "tools/call":
|
||||
params = message.get("params") or {}
|
||||
if params.get("name") != TOOL_NAME:
|
||||
result = _tool_response("Unknown Mem0 tool.", is_error=True)
|
||||
else:
|
||||
try:
|
||||
result = _tool_response(
|
||||
call_search_memories(params.get("arguments"), _workspace_cwd(params))
|
||||
)
|
||||
except ToolInputError as exc:
|
||||
result = _tool_response(str(exc), is_error=True)
|
||||
except Exception:
|
||||
result = _tool_response("Memory search failed.", is_error=True)
|
||||
return {"jsonrpc": "2.0", "id": request_id, "result": result}
|
||||
if request_id is None:
|
||||
return None
|
||||
return {
|
||||
"jsonrpc": "2.0",
|
||||
"id": request_id,
|
||||
"error": {"code": -32601, "message": "Method not found"},
|
||||
}
|
||||
|
||||
|
||||
def main() -> int:
|
||||
for raw_line in sys.stdin:
|
||||
try:
|
||||
message = json.loads(raw_line)
|
||||
response = handle_request(message)
|
||||
except json.JSONDecodeError:
|
||||
response = {
|
||||
"jsonrpc": "2.0",
|
||||
"id": None,
|
||||
"error": {"code": -32700, "message": "Parse error"},
|
||||
}
|
||||
except Exception:
|
||||
response = {
|
||||
"jsonrpc": "2.0",
|
||||
"id": None,
|
||||
"error": {"code": -32603, "message": "Internal error"},
|
||||
}
|
||||
if response is not None:
|
||||
sys.stdout.write(json.dumps(response, separators=(",", ":")) + "\n")
|
||||
sys.stdout.flush()
|
||||
telemetry.spawn_flush()
|
||||
return 0
|
||||
|
||||
|
||||
if __name__ == "__main__":
|
||||
raise SystemExit(main())
|
||||
@@ -0,0 +1,154 @@
|
||||
#!/usr/bin/env python3
|
||||
"""Mem0 diagnostics and user controls."""
|
||||
|
||||
from __future__ import annotations
|
||||
|
||||
import argparse
|
||||
import json
|
||||
import os
|
||||
|
||||
import telemetry
|
||||
from memory_core import (
|
||||
EvidenceStore,
|
||||
api_key,
|
||||
data_dir,
|
||||
doctor,
|
||||
forget_remote_repo,
|
||||
configure_harness,
|
||||
resolve_repo,
|
||||
user_id,
|
||||
)
|
||||
|
||||
|
||||
def _print_status(value: dict) -> None:
|
||||
last = value.get("last_operation") or {}
|
||||
print(f"Mem0: {'paused' if value['paused'] else 'active'}")
|
||||
print(f"Repository: {value['repo_id']}")
|
||||
print(f"Local data: {value['data_dir']}")
|
||||
print(f"API key: {'configured' if value['api_key_configured'] else 'missing'}")
|
||||
print(
|
||||
"Saved on this computer: "
|
||||
f"{value['events']} session details, {value['flushes']} memory updates"
|
||||
)
|
||||
print(
|
||||
f"Used in this repository: {value['retrievals']} memories returned, "
|
||||
f"{value['sidekick_runs']} sidekick runs"
|
||||
)
|
||||
if last:
|
||||
item_label = ""
|
||||
if last["operation"] in {"flush", "flush-retry"}:
|
||||
item_label = f", {last['item_count']} memories"
|
||||
operation = (
|
||||
"memory update"
|
||||
if last["operation"] in {"flush", "flush-retry"}
|
||||
else last["operation"].replace("-", " ")
|
||||
)
|
||||
print(
|
||||
f"Last {operation}: "
|
||||
f"{'succeeded' if last['success'] else 'failed'} "
|
||||
f"({last['duration_ms']:.1f} ms{item_label})"
|
||||
)
|
||||
sidekick = value.get("last_sidekick") or {}
|
||||
if sidekick:
|
||||
state = "finished" if sidekick.get("stopped_at") else "started"
|
||||
print(
|
||||
"Last sidekick: "
|
||||
f"{state}, received {sidekick['context_chars']} characters of memory, "
|
||||
f"agent {sidekick['agent_id']}"
|
||||
)
|
||||
|
||||
|
||||
def main() -> int:
|
||||
parser = argparse.ArgumentParser()
|
||||
parser.add_argument("--plugin-data-dir", default="")
|
||||
parser.add_argument("--harness", default="")
|
||||
subparsers = parser.add_subparsers(dest="command", required=True)
|
||||
|
||||
status = subparsers.add_parser("status")
|
||||
status.add_argument("--json", action="store_true")
|
||||
|
||||
doctor_parser = subparsers.add_parser("doctor")
|
||||
doctor_parser.add_argument("--json", action="store_true")
|
||||
|
||||
subparsers.add_parser("pause")
|
||||
subparsers.add_parser("resume")
|
||||
|
||||
forget = subparsers.add_parser("forget")
|
||||
forget.add_argument("--remote", action="store_true")
|
||||
forget.add_argument("--yes", action="store_true")
|
||||
forget.add_argument("--include-project-memory", action="store_true")
|
||||
|
||||
args = parser.parse_args()
|
||||
if args.harness:
|
||||
source_tag = f"{args.harness.replace('-', '_')}_plugin"
|
||||
configure_harness(args.harness, source_tag=source_tag)
|
||||
telemetry.init(harness=args.harness, source_tag=source_tag.upper())
|
||||
if args.plugin_data_dir:
|
||||
os.environ["MEM0_CODE_DATA_DIR"] = args.plugin_data_dir
|
||||
store = EvidenceStore()
|
||||
try:
|
||||
repo = resolve_repo(os.getcwd())
|
||||
telemetry.record("control", repo=repo, action=args.command)
|
||||
if args.command == "status":
|
||||
result = {
|
||||
**store.status(repo.identity),
|
||||
"repo_id": repo.identity,
|
||||
"app_id": repo.app_id,
|
||||
"project_id": repo.project_id,
|
||||
"directory": repo.directory,
|
||||
"user_id": user_id(),
|
||||
"data_dir": str(data_dir()),
|
||||
"api_key_configured": bool(api_key()),
|
||||
}
|
||||
if args.json:
|
||||
print(json.dumps(result, indent=2, default=str))
|
||||
else:
|
||||
_print_status(result)
|
||||
elif args.command == "doctor":
|
||||
result = doctor(os.getcwd())
|
||||
if args.json:
|
||||
print(json.dumps(result, indent=2, default=str))
|
||||
else:
|
||||
for name, check in result["checks"].items():
|
||||
print(
|
||||
f"{'PASS' if check['ok'] else 'FAIL'} {name}: {check['detail']}"
|
||||
)
|
||||
return 0 if result["ok"] else 1
|
||||
elif args.command == "pause":
|
||||
store.set_setting("paused", "true")
|
||||
print("Mem0 stopped saving and searching memories.")
|
||||
elif args.command == "resume":
|
||||
store.set_setting("paused", "false")
|
||||
print("Mem0 resumed saving and searching memories.")
|
||||
elif args.command == "forget":
|
||||
if not args.yes:
|
||||
print(
|
||||
"Refusing to delete data without --yes. Add --remote to also "
|
||||
"delete this user/repository scope from Mem0."
|
||||
)
|
||||
return 2
|
||||
remote_result = (
|
||||
forget_remote_repo(
|
||||
repo, include_project_memory=args.include_project_memory
|
||||
)
|
||||
if args.remote
|
||||
else None
|
||||
)
|
||||
local_result = store.forget_local_repo(repo.identity)
|
||||
print(
|
||||
json.dumps(
|
||||
{"local": local_result, "remote": remote_result},
|
||||
indent=2,
|
||||
default=str,
|
||||
)
|
||||
)
|
||||
if remote_result and remote_result.get("status") == "error":
|
||||
return 1
|
||||
finally:
|
||||
store.close()
|
||||
telemetry.spawn_flush()
|
||||
return 0
|
||||
|
||||
|
||||
if __name__ == "__main__":
|
||||
raise SystemExit(main())
|
||||
File diff suppressed because it is too large
Load Diff
@@ -0,0 +1,397 @@
|
||||
#!/usr/bin/env python3
|
||||
"""Anonymous usage telemetry for Mem0 agent plugins.
|
||||
|
||||
Hooks run on a 3-6 second budget and fire on every tool call, so recording never
|
||||
touches the network: `record` appends one JSON line to a local spool and returns.
|
||||
A detached `python3 telemetry.py` drains the spool in one batched PostHog request,
|
||||
started once per session and again from the flush worker that is already detached.
|
||||
|
||||
Pure stdlib, matching the rest of the plugin. Opt out with MEM0_TELEMETRY=false.
|
||||
|
||||
Never sends prompts, memory text, queries, file paths, repository names, or API
|
||||
keys: only event names, durations, counts, coarse outcomes, and salted hashes.
|
||||
"""
|
||||
|
||||
from __future__ import annotations
|
||||
|
||||
import hashlib
|
||||
import json
|
||||
import os
|
||||
import platform
|
||||
import subprocess
|
||||
import sys
|
||||
import time
|
||||
import urllib.error
|
||||
import urllib.request
|
||||
import uuid
|
||||
from pathlib import Path
|
||||
from typing import Any
|
||||
|
||||
import memory_core
|
||||
|
||||
_harness: str = "generic"
|
||||
_source_tag: str = "MEM0_PLUGIN"
|
||||
_PRIVATE_KEYS = {
|
||||
"apikey",
|
||||
"authorization",
|
||||
"password",
|
||||
"query",
|
||||
"secret",
|
||||
"prompt",
|
||||
"token",
|
||||
"text",
|
||||
"memory",
|
||||
"message",
|
||||
"error",
|
||||
"path",
|
||||
"cwd",
|
||||
"userid",
|
||||
"agentid",
|
||||
"runid",
|
||||
"repoid",
|
||||
"repositoryid",
|
||||
"projectid",
|
||||
"appid",
|
||||
"filters",
|
||||
}
|
||||
|
||||
|
||||
def init(harness: str = "generic", source_tag: str = "") -> None:
|
||||
global _harness, _source_tag
|
||||
_harness = harness
|
||||
_source_tag = source_tag or f"MEM0_{harness.upper().replace('-', '_')}_PLUGIN"
|
||||
|
||||
POSTHOG_API_KEY = "phc_hgJkUVJFYtmaJqrvf6CYN67TIQ8yhXAkWzUn9AMU4yX"
|
||||
POSTHOG_CAPTURE_URL = "https://us.i.posthog.com/i/v0/e/"
|
||||
POSTHOG_BATCH_URL = "https://us.i.posthog.com/batch/"
|
||||
EVENT_PREFIX = "code"
|
||||
SPOOL_LIMIT_BYTES = 256 * 1024
|
||||
BATCH_SIZE = 100
|
||||
SEND_TIMEOUT = 5
|
||||
CLAIM_STALE_SECONDS = 120
|
||||
CLAIM_EXPIRY_SECONDS = 7 * 24 * 60 * 60
|
||||
|
||||
|
||||
def is_enabled() -> bool:
|
||||
"""Whether telemetry is switched on for this process."""
|
||||
return os.environ.get("MEM0_TELEMETRY", "true").strip().lower() not in {
|
||||
"false",
|
||||
"0",
|
||||
"no",
|
||||
"off",
|
||||
}
|
||||
|
||||
|
||||
def _digest(value: str, length: int = 16) -> str:
|
||||
return hashlib.sha256(value.encode("utf-8")).hexdigest()[:length]
|
||||
|
||||
|
||||
def _safe_value(value: Any) -> Any:
|
||||
if isinstance(value, str):
|
||||
return memory_core.redact(value)
|
||||
if isinstance(value, dict):
|
||||
return {
|
||||
key: _safe_value(item)
|
||||
for key, item in value.items()
|
||||
if "".join(character for character in str(key).lower() if character.isalnum())
|
||||
not in _PRIVATE_KEYS
|
||||
}
|
||||
if isinstance(value, (list, tuple)):
|
||||
return [_safe_value(item) for item in value]
|
||||
if value is None or isinstance(value, (bool, int, float)):
|
||||
return value
|
||||
return memory_core.redact(value)
|
||||
|
||||
|
||||
def _spool_path() -> Path:
|
||||
return memory_core.data_dir() / "telemetry.jsonl"
|
||||
|
||||
|
||||
def _identity_path() -> Path:
|
||||
return memory_core.data_dir() / "telemetry-identity.json"
|
||||
|
||||
|
||||
def _read_identity() -> dict[str, str]:
|
||||
try:
|
||||
value = json.loads(_identity_path().read_text(encoding="utf-8"))
|
||||
except (OSError, json.JSONDecodeError):
|
||||
return {}
|
||||
return value if isinstance(value, dict) else {}
|
||||
|
||||
|
||||
def _write_identity(identity: dict[str, str]) -> None:
|
||||
path = _identity_path()
|
||||
temporary = path.with_suffix(f".{os.getpid()}.tmp")
|
||||
try:
|
||||
path.parent.mkdir(parents=True, exist_ok=True)
|
||||
temporary.write_text(json.dumps(identity), encoding="utf-8")
|
||||
temporary.replace(path)
|
||||
except OSError:
|
||||
try:
|
||||
temporary.unlink()
|
||||
except OSError:
|
||||
pass
|
||||
|
||||
|
||||
def anonymous_id(identity: dict[str, str] | None = None) -> str:
|
||||
"""Per-machine anonymous identifier, created and persisted on first use."""
|
||||
identity = _read_identity() if identity is None else identity
|
||||
existing = identity.get("anonymous_id")
|
||||
if existing:
|
||||
return existing
|
||||
created = f"code-anon-{uuid.uuid4().hex}"
|
||||
identity["anonymous_id"] = created
|
||||
_write_identity(identity)
|
||||
return created
|
||||
|
||||
|
||||
def is_first_run() -> bool:
|
||||
"""Whether this machine has never recorded a plugin event before."""
|
||||
return not _identity_path().exists()
|
||||
|
||||
|
||||
def record(
|
||||
event: str,
|
||||
*,
|
||||
repo: Any = None,
|
||||
session_id: str | None = None,
|
||||
**properties: Any,
|
||||
) -> None:
|
||||
"""Append one event to the local spool. Never blocks and never raises."""
|
||||
if not is_enabled():
|
||||
return
|
||||
try:
|
||||
spool = _spool_path()
|
||||
try:
|
||||
if spool.stat().st_size > SPOOL_LIMIT_BYTES:
|
||||
return
|
||||
except OSError:
|
||||
pass
|
||||
properties = _safe_value(properties)
|
||||
properties.update(
|
||||
harness=_harness,
|
||||
plugin_version=memory_core.PLUGIN_VERSION,
|
||||
os=sys.platform,
|
||||
python_version=platform.python_version(),
|
||||
)
|
||||
if repo is not None:
|
||||
properties["repo_hash"] = _digest(getattr(repo, "identity", ""))
|
||||
if session_id:
|
||||
properties["session_hash"] = _digest(session_id)
|
||||
line = json.dumps(
|
||||
{
|
||||
"event": f"{EVENT_PREFIX}.{event}",
|
||||
"timestamp": memory_core.utc_now(),
|
||||
"properties": {
|
||||
key: value for key, value in properties.items() if value is not None
|
||||
},
|
||||
},
|
||||
separators=(",", ":"),
|
||||
default=str,
|
||||
)
|
||||
spool.parent.mkdir(parents=True, exist_ok=True)
|
||||
with spool.open("a", encoding="utf-8") as handle:
|
||||
handle.write(line + "\n")
|
||||
except Exception:
|
||||
pass
|
||||
|
||||
|
||||
def error_kind(exc: BaseException | str) -> str:
|
||||
"""Coarse, content-free label for a failure, safe to send."""
|
||||
text = exc if isinstance(exc, str) else f"{type(exc).__name__}: {exc}"
|
||||
lowered = text.lower()
|
||||
if "timed out" in lowered or "timeout" in lowered:
|
||||
return "timeout"
|
||||
if "401" in lowered or "403" in lowered or "unauthor" in lowered or "forbidden" in lowered:
|
||||
return "auth"
|
||||
if "429" in lowered or "rate limit" in lowered:
|
||||
return "rate-limited"
|
||||
if any(code in lowered for code in ("500", "502", "503", "504")):
|
||||
return "server-error"
|
||||
if "400" in lowered or "422" in lowered:
|
||||
return "bad-request"
|
||||
if isinstance(exc, str):
|
||||
return "other"
|
||||
if isinstance(exc, urllib.error.URLError):
|
||||
return "network"
|
||||
return type(exc).__name__
|
||||
|
||||
|
||||
def spawn_flush() -> bool:
|
||||
"""Start the detached sender that drains the spool."""
|
||||
if not is_enabled():
|
||||
return False
|
||||
try:
|
||||
if not _spool_path().exists() and not any(
|
||||
memory_core.data_dir().glob("telemetry-*.sending")
|
||||
):
|
||||
return False
|
||||
subprocess.Popen(
|
||||
[sys.executable, str(Path(__file__).resolve())],
|
||||
stdin=subprocess.DEVNULL,
|
||||
stdout=subprocess.DEVNULL,
|
||||
stderr=subprocess.DEVNULL,
|
||||
close_fds=True,
|
||||
**memory_core.detached_process_kwargs(),
|
||||
)
|
||||
return True
|
||||
except Exception:
|
||||
return False
|
||||
|
||||
|
||||
def _claim_spool() -> Path | None:
|
||||
"""Rename the spool aside so exactly one sender owns each batch."""
|
||||
directory = memory_core.data_dir()
|
||||
claim = directory / f"telemetry-{os.getpid()}-{uuid.uuid4().hex[:8]}.sending"
|
||||
spool = _spool_path()
|
||||
try:
|
||||
spool.replace(claim)
|
||||
return claim
|
||||
except OSError:
|
||||
pass
|
||||
now = time.time()
|
||||
for orphan in sorted(directory.glob("telemetry-*.sending")):
|
||||
try:
|
||||
age = now - orphan.stat().st_mtime
|
||||
except OSError:
|
||||
continue
|
||||
if age > CLAIM_EXPIRY_SECONDS:
|
||||
try:
|
||||
orphan.unlink()
|
||||
except OSError:
|
||||
pass
|
||||
continue
|
||||
if age < CLAIM_STALE_SECONDS:
|
||||
continue
|
||||
try:
|
||||
orphan.replace(claim)
|
||||
return claim
|
||||
except OSError:
|
||||
continue
|
||||
return None
|
||||
|
||||
|
||||
def _resolve_email(key: str) -> str:
|
||||
"""Trade the API key for the account email so events join other Mem0 surfaces."""
|
||||
url = os.environ.get("MEM0_API_URL", memory_core.DEFAULT_API_URL).rstrip("/") + "/v1/ping/"
|
||||
request = urllib.request.Request(
|
||||
url, headers={"Authorization": f"Token {key}", "Content-Type": "application/json"}
|
||||
)
|
||||
try:
|
||||
with urllib.request.urlopen(request, timeout=SEND_TIMEOUT) as response:
|
||||
payload = json.loads(response.read().decode("utf-8"))
|
||||
except Exception:
|
||||
return ""
|
||||
email = payload.get("user_email") if isinstance(payload, dict) else ""
|
||||
return email if isinstance(email, str) else ""
|
||||
|
||||
|
||||
def _post(payload: dict[str, Any], url: str) -> bool:
|
||||
request = urllib.request.Request(
|
||||
url,
|
||||
data=json.dumps(payload, default=str).encode("utf-8"),
|
||||
headers={"Content-Type": "application/json"},
|
||||
)
|
||||
try:
|
||||
with urllib.request.urlopen(request, timeout=SEND_TIMEOUT):
|
||||
return True
|
||||
except Exception:
|
||||
return False
|
||||
|
||||
|
||||
def resolve_distinct_id() -> tuple[str, str]:
|
||||
"""Return the PostHog distinct id and the anonymous id it replaced, if any."""
|
||||
identity = _read_identity()
|
||||
email = identity.get("email", "")
|
||||
if email:
|
||||
return email, ""
|
||||
key = memory_core.api_key()
|
||||
if not key:
|
||||
return anonymous_id(identity), ""
|
||||
email = _resolve_email(key)
|
||||
if not email:
|
||||
return anonymous_id(identity), ""
|
||||
previous = identity.get("anonymous_id", "")
|
||||
identity["email"] = email
|
||||
_write_identity(identity)
|
||||
return email, previous
|
||||
|
||||
|
||||
def flush() -> int:
|
||||
"""Drain claimed spools to PostHog and return the number of events sent."""
|
||||
if not is_enabled():
|
||||
return 0
|
||||
claim = _claim_spool()
|
||||
if claim is None:
|
||||
return 0
|
||||
try:
|
||||
lines = claim.read_text(encoding="utf-8").splitlines()
|
||||
except OSError:
|
||||
return 0
|
||||
events = []
|
||||
for line in lines:
|
||||
try:
|
||||
value = json.loads(line)
|
||||
except json.JSONDecodeError:
|
||||
continue
|
||||
if isinstance(value, dict) and value.get("event"):
|
||||
events.append(value)
|
||||
if not events:
|
||||
try:
|
||||
claim.unlink()
|
||||
except OSError:
|
||||
pass
|
||||
return 0
|
||||
|
||||
distinct_id, aliased_anonymous_id = resolve_distinct_id()
|
||||
if aliased_anonymous_id:
|
||||
_post(
|
||||
{
|
||||
"api_key": POSTHOG_API_KEY,
|
||||
"event": "$identify",
|
||||
"distinct_id": distinct_id,
|
||||
"properties": {
|
||||
"$anon_distinct_id": aliased_anonymous_id,
|
||||
"$lib": "posthog-python",
|
||||
},
|
||||
},
|
||||
POSTHOG_CAPTURE_URL,
|
||||
)
|
||||
|
||||
sent = 0
|
||||
for start in range(0, len(events), BATCH_SIZE):
|
||||
batch = [
|
||||
{
|
||||
"event": event["event"],
|
||||
"distinct_id": distinct_id,
|
||||
"timestamp": event.get("timestamp"),
|
||||
"properties": {
|
||||
"source": _source_tag,
|
||||
"language": "python",
|
||||
"$process_person_profile": False,
|
||||
"$lib": "posthog-python",
|
||||
**(event.get("properties") or {}),
|
||||
},
|
||||
}
|
||||
for event in events[start : start + BATCH_SIZE]
|
||||
]
|
||||
if not _post({"api_key": POSTHOG_API_KEY, "batch": batch}, POSTHOG_BATCH_URL):
|
||||
return sent
|
||||
sent += len(batch)
|
||||
try:
|
||||
claim.unlink()
|
||||
except OSError:
|
||||
pass
|
||||
return sent
|
||||
|
||||
|
||||
def main() -> int:
|
||||
flush()
|
||||
return 0
|
||||
|
||||
|
||||
if __name__ == "__main__":
|
||||
try:
|
||||
raise SystemExit(main())
|
||||
except Exception:
|
||||
raise SystemExit(0)
|
||||
@@ -0,0 +1,18 @@
|
||||
{
|
||||
"mem0": {
|
||||
"PreInvocation": [
|
||||
{ "type": "command", "command": "python3 ./hooks/adapter.py PreInvocation", "timeout": 5 }
|
||||
],
|
||||
"PostToolUse": [
|
||||
{
|
||||
"matcher": "*",
|
||||
"hooks": [
|
||||
{ "type": "command", "command": "python3 ./hooks/adapter.py PostToolUse", "timeout": 3 }
|
||||
]
|
||||
}
|
||||
],
|
||||
"Stop": [
|
||||
{ "type": "command", "command": "python3 ./hooks/adapter.py Stop", "timeout": 5 }
|
||||
]
|
||||
}
|
||||
}
|
||||
@@ -0,0 +1,163 @@
|
||||
#!/usr/bin/env python3
|
||||
"""Translate Antigravity hooks into the shared Mem0 runtime."""
|
||||
|
||||
from __future__ import annotations
|
||||
|
||||
import contextlib
|
||||
import io
|
||||
import json
|
||||
import os
|
||||
import re
|
||||
import sys
|
||||
from pathlib import Path
|
||||
|
||||
HERE = Path(__file__).resolve()
|
||||
BUNDLED_CORE = HERE.parent.parent / "core"
|
||||
CORE = BUNDLED_CORE if BUNDLED_CORE.is_dir() else HERE.parents[2] / "core" / "python"
|
||||
sys.path.insert(0, str(CORE))
|
||||
|
||||
import hook_runner # noqa: E402
|
||||
import telemetry # noqa: E402
|
||||
from memory_core import ( # noqa: E402
|
||||
configure_harness,
|
||||
record_tool,
|
||||
redact,
|
||||
)
|
||||
|
||||
|
||||
def _read_transcript(path: str) -> list[dict[str, str]]:
|
||||
messages = []
|
||||
try:
|
||||
with open(path, encoding="utf-8") as transcript:
|
||||
for line in transcript:
|
||||
try:
|
||||
step = json.loads(line)
|
||||
except json.JSONDecodeError:
|
||||
continue
|
||||
content = step.get("content")
|
||||
if not isinstance(content, str) or step.get("status") != "DONE":
|
||||
continue
|
||||
if step.get("type") == "USER_INPUT":
|
||||
match = re.search(r"<USER_REQUEST>\s*(.*?)\s*</USER_REQUEST>", content, re.DOTALL)
|
||||
messages.append({"role": "user", "content": redact(match.group(1) if match else content).strip()})
|
||||
elif step.get("source") == "MODEL" and step.get("type") == "PLANNER_RESPONSE":
|
||||
messages.append({"role": "assistant", "content": redact(content).strip()})
|
||||
except (OSError, TypeError):
|
||||
pass
|
||||
return messages
|
||||
|
||||
|
||||
def _transcript_messages(path: str) -> tuple[str, str]:
|
||||
messages = _read_transcript(path)
|
||||
return tuple(next((m["content"] for m in reversed(messages) if m["role"] == role), "")
|
||||
for role in ("user", "assistant"))
|
||||
|
||||
|
||||
def _record_stop(store, payload):
|
||||
session_id = str(payload.get("session_id") or "unknown-session")
|
||||
repo = store.repo_for_session(session_id, payload.get("cwd"))
|
||||
path = str(payload.get("transcript_path") or "")
|
||||
messages = _read_transcript(path)
|
||||
if not messages:
|
||||
return hook_runner.default_record_stop(store, payload)
|
||||
with store.conn:
|
||||
store.conn.execute("BEGIN IMMEDIATE")
|
||||
previous = store.latest_event_payload(repo.identity, session_id, "assistant_stop")
|
||||
offset = previous.get("transcript_count", 0) if previous.get("transcript_path") == path else 0
|
||||
if not isinstance(offset, int) or not 0 <= offset <= len(messages):
|
||||
offset = 0
|
||||
if messages[offset:]:
|
||||
store.record_event(repo, session_id, "assistant_stop", {
|
||||
"transcript_messages": messages[offset:],
|
||||
"transcript_count": len(messages),
|
||||
"transcript_path": path,
|
||||
})
|
||||
return repo, session_id
|
||||
|
||||
|
||||
def normalize(payload: dict) -> dict:
|
||||
value = dict(payload)
|
||||
value.setdefault("session_id", value.get("conversationId", ""))
|
||||
workspaces = value.get("workspacePaths") or []
|
||||
cwd = workspaces[0] if workspaces else os.environ.get("MEM0_CWD", "").strip()
|
||||
if cwd:
|
||||
value.setdefault("cwd", cwd)
|
||||
value.setdefault("transcript_path", value.get("transcriptPath", ""))
|
||||
prompt, assistant = _transcript_messages(value["transcript_path"])
|
||||
if prompt:
|
||||
value.setdefault("prompt", prompt)
|
||||
if assistant:
|
||||
value.setdefault("last_assistant_message", assistant)
|
||||
tool_call = value.get("toolCall") or {}
|
||||
if isinstance(tool_call, dict):
|
||||
value.setdefault("tool_name", tool_call.get("name", ""))
|
||||
value.setdefault("tool_input", tool_call.get("args", {}))
|
||||
if value.get("error"):
|
||||
value.setdefault("tool_response", value["error"])
|
||||
return value
|
||||
|
||||
|
||||
def _record_failure(store, payload):
|
||||
return record_tool(store, payload, failed=True)
|
||||
|
||||
|
||||
def _run_shared(arguments: list[str], payload: dict) -> tuple[int, str]:
|
||||
sys.argv = [sys.argv[0], *arguments]
|
||||
sys.stdin = io.StringIO(json.dumps(payload))
|
||||
output = io.StringIO()
|
||||
with contextlib.redirect_stdout(output):
|
||||
result = hook_runner.run(
|
||||
record_stop_fn=_record_stop,
|
||||
extra_actions={"post-tool-failure": _record_failure},
|
||||
automatic_flush_reasons={"session-end"},
|
||||
)
|
||||
return result, output.getvalue()
|
||||
|
||||
|
||||
def main() -> int:
|
||||
if len(sys.argv) != 2 or sys.argv[1] not in {"PreInvocation", "PostToolUse", "Stop"}:
|
||||
return 2
|
||||
event = sys.argv[1]
|
||||
try:
|
||||
raw = json.load(sys.stdin)
|
||||
except (json.JSONDecodeError, OSError):
|
||||
raw = {}
|
||||
payload = normalize(raw if isinstance(raw, dict) else {})
|
||||
if not payload.get("cwd"):
|
||||
output = {"injectSteps": []} if event == "PreInvocation" else {}
|
||||
if event == "Stop":
|
||||
output = {"decision": "allow"}
|
||||
print(json.dumps(output))
|
||||
return 0
|
||||
configure_harness("antigravity", data_dir_name="antigravity-plugin", source_tag="antigravity_plugin")
|
||||
telemetry.init(harness="antigravity", source_tag="ANTIGRAVITY_PLUGIN")
|
||||
if event == "PreInvocation":
|
||||
if payload.get("invocationNum") != 0:
|
||||
print(json.dumps({"injectSteps": []}))
|
||||
return 0
|
||||
_run_shared(["session-start"], payload)
|
||||
result, output = _run_shared(["user-prompt"], payload)
|
||||
context = ""
|
||||
for line in output.splitlines():
|
||||
try:
|
||||
context = json.loads(line)["hookSpecificOutput"]["additionalContext"]
|
||||
except (json.JSONDecodeError, KeyError, TypeError):
|
||||
continue
|
||||
print(json.dumps({"injectSteps": [{"ephemeralMessage": context}] if context else []}))
|
||||
return result
|
||||
action = {
|
||||
"PostToolUse": ["post-tool-failure" if payload.get("error") else "post-tool"],
|
||||
"Stop": ["flush", "--reason", "session-end"],
|
||||
}[event]
|
||||
result, _ = _run_shared(action, payload)
|
||||
print(json.dumps({"decision": "allow"} if event == "Stop" else {}))
|
||||
return result
|
||||
|
||||
|
||||
if __name__ == "__main__":
|
||||
try:
|
||||
raise SystemExit(main())
|
||||
except Exception as exc:
|
||||
hook_runner.log_failure(exc)
|
||||
print("{}")
|
||||
raise SystemExit(0) from None
|
||||
@@ -0,0 +1,8 @@
|
||||
{
|
||||
"mcpServers": {
|
||||
"mem0": {
|
||||
"command": "python3",
|
||||
"args": ["./core/mcp_server.py"]
|
||||
}
|
||||
}
|
||||
}
|
||||
@@ -0,0 +1,15 @@
|
||||
{
|
||||
"id": "mem0",
|
||||
"version": "0.3.1",
|
||||
"homepage": "https://docs.mem0.ai/integrations/antigravity",
|
||||
"native": {
|
||||
"pluginRoot": "${ANTIGRAVITY_PLUGIN_ROOT}",
|
||||
"files": {
|
||||
"plugin.json": "plugin.json",
|
||||
"hooks.json": "hooks.json",
|
||||
"mcp_config.json": "mcp_config.json",
|
||||
"hooks/adapter.py": "hooks/adapter.py",
|
||||
"agents/sidekick/agent.md": "agents/sidekick/agent.md"
|
||||
}
|
||||
}
|
||||
}
|
||||
@@ -0,0 +1,5 @@
|
||||
{
|
||||
"$schema": "https://antigravity.google/schemas/v1/plugin.json",
|
||||
"name": "mem0",
|
||||
"description": "Cross-session memory and token savings for coding agents."
|
||||
}
|
||||
@@ -0,0 +1,26 @@
|
||||
---
|
||||
name: forget
|
||||
description: Delete the Mem0 memories stored for this repository and this user. Use when the user asks to forget, clear, wipe, or delete memories.
|
||||
disable-model-invocation: true
|
||||
---
|
||||
|
||||
# Forget this repository's memories
|
||||
|
||||
This permanently deletes remote memories. Before running anything, tell the
|
||||
user exactly what will be deleted: their own memories for this repository
|
||||
only. The repository's project memory is shared by everyone who works in it,
|
||||
so it stays unless the user explicitly asks to delete that too.
|
||||
|
||||
After the user confirms, run:
|
||||
|
||||
```bash
|
||||
python3 "${ANTIGRAVITY_PLUGIN_ROOT}/core/memory_cli.py" --harness "antigravity" forget --remote --yes
|
||||
```
|
||||
|
||||
If the user also asked to delete the repository's shared project memory, add
|
||||
`--include-project-memory` and say that this removes it for every teammate.
|
||||
|
||||
Report what the command output says was deleted. If the user only wants local
|
||||
data cleared (evidence log, pending queue), run the same command without
|
||||
`--remote`. Never pass `--yes` before the user has confirmed in this
|
||||
conversation.
|
||||
@@ -0,0 +1,20 @@
|
||||
---
|
||||
name: pause
|
||||
description: Pause Mem0 memory capture on this machine. Use when the user wants to stop memories being recorded, for example for private work or experiments.
|
||||
disable-model-invocation: true
|
||||
---
|
||||
|
||||
# Pause memory capture
|
||||
|
||||
To pause (hooks stop capturing and sending session content; a minimal
|
||||
anonymous telemetry ping still fires at session start unless
|
||||
`MEM0_TELEMETRY=false`):
|
||||
|
||||
```bash
|
||||
python3 "${ANTIGRAVITY_PLUGIN_ROOT}/core/memory_cli.py" --harness "antigravity" pause
|
||||
```
|
||||
|
||||
Confirm the new state back to the user, and remind them that already-created
|
||||
memories still exist and remain searchable. Pending unsent packets are held
|
||||
while paused, not expired, and are delivered after resuming. To turn capture
|
||||
back on, use `/mem0:resume`.
|
||||
@@ -0,0 +1,21 @@
|
||||
---
|
||||
name: remember
|
||||
description: Acknowledge a "remember this" request and make sure it is captured well. Use when the user explicitly asks to remember, note, or save something for future sessions.
|
||||
disable-model-invocation: true
|
||||
---
|
||||
|
||||
# Remember something for future sessions
|
||||
|
||||
Mem0 creates memories from the session automatically — there is no separate
|
||||
write command. When the user asks to remember something:
|
||||
|
||||
1. Restate the fact clearly and completely in your reply, in one or two
|
||||
sentences, including any names, values, or paths it depends on. Your visible
|
||||
reply is what memory extraction reads, so a precise restatement is what gets
|
||||
remembered.
|
||||
2. Tell the user it will be saved with this session's memories when the session
|
||||
ends or compacts, and that it will surface in future sessions in this
|
||||
repository (they can check later with /mem0:search).
|
||||
|
||||
Do not invent a storage confirmation or a memory ID — creation happens in the
|
||||
background after the session.
|
||||
@@ -0,0 +1,19 @@
|
||||
---
|
||||
name: resume
|
||||
description: Resume Mem0 memory capture after it was paused with /mem0:pause.
|
||||
disable-model-invocation: true
|
||||
---
|
||||
|
||||
# Resume memory capture
|
||||
|
||||
Resume memory capture for this machine.
|
||||
|
||||
Run:
|
||||
|
||||
```bash
|
||||
python3 "${ANTIGRAVITY_PLUGIN_ROOT}/core/memory_cli.py" --harness "antigravity" resume
|
||||
```
|
||||
|
||||
Confirm to the user that capture is active again. New sessions record evidence and
|
||||
create memories as normal; nothing that happened while paused is retroactively
|
||||
captured.
|
||||
@@ -0,0 +1,28 @@
|
||||
---
|
||||
name: search
|
||||
description: Search memories from earlier Antigravity sessions in this repository. Use it when earlier work may already explain the code, error, decision, or command you need, so you can avoid repeating file reads, searches, or experiments.
|
||||
argument-hint: "[question] [--top-k number] [--category category-name] [--scope repo|dir|mine] [--run-id session-id]"
|
||||
disable-model-invocation: true
|
||||
---
|
||||
|
||||
# Search memories
|
||||
|
||||
Call `search_memories` with the user's question. Treat `--top-k`, `--category`,
|
||||
`--scope`, and `--run-id` as tool arguments instead of including them in the
|
||||
query.
|
||||
|
||||
Omit `top_k` to use Mem0's configured default. Omit `category` to search every
|
||||
category; a category is a best-effort label Mem0 assigned when it saved the
|
||||
memory, so if a category search misses, repeat it without the category. Omit
|
||||
`scope` to use the configured default, normally `repo`: this repository's
|
||||
shared memory, which everyone who works in it contributes to, plus your own
|
||||
preferences.
|
||||
|
||||
Pass `scope` when the question needs something else: `dir` to narrow the
|
||||
shared memory to the directory you are working in (a package inside a
|
||||
monorepo), `mine` for your own preferences alone.
|
||||
|
||||
Pass `run_id` with any scope to retrieve memories saved in a specific coding-agent
|
||||
session. Omit `run_id` to search across sessions. It filters the memories returned;
|
||||
it does not identify the session making the search request. Use a known session ID,
|
||||
never invent one. Return the tool's result directly.
|
||||
@@ -0,0 +1,23 @@
|
||||
---
|
||||
name: status
|
||||
description: Show whether Mem0 memory is working in this repository, covering configuration, capture state, pending flushes, and whether the Mem0 API key is valid. Use when the user asks whether memory is on, why a memory is missing, or anything looks broken.
|
||||
disable-model-invocation: false
|
||||
---
|
||||
|
||||
# Memory status
|
||||
|
||||
Run both commands and report the combined result in plain language:
|
||||
|
||||
```bash
|
||||
python3 "${ANTIGRAVITY_PLUGIN_ROOT}/core/memory_cli.py" --harness "antigravity" status --json
|
||||
python3 "${ANTIGRAVITY_PLUGIN_ROOT}/core/memory_cli.py" --harness "antigravity" doctor
|
||||
```
|
||||
|
||||
Summarize, using only fields the JSON actually reports: whether capture is
|
||||
active or paused, the user ID and repository scope (`repo_id`), whether an
|
||||
API key is configured, the event/flush/retrieval counts (`flushes` is the
|
||||
number of completed flushes, not a pending count), and the doctor check
|
||||
results. If doctor reports an authentication failure (401 / invalid key), say
|
||||
clearly that the Mem0 API key is invalid or expired and that memories are NOT
|
||||
being created. Never report an auth failure as "no memories found". Suggest
|
||||
reinstalling with `--config api_key=...` in that case.
|
||||
@@ -0,0 +1,140 @@
|
||||
from __future__ import annotations
|
||||
|
||||
import importlib.util
|
||||
import io
|
||||
import json
|
||||
import sys
|
||||
from pathlib import Path
|
||||
|
||||
HOST = Path(__file__).resolve().parents[1]
|
||||
CORE_ROOT = HOST.parent / "agent-plugin-core"
|
||||
sys.path.insert(0, str(CORE_ROOT))
|
||||
|
||||
from build.build import build # noqa: E402
|
||||
|
||||
SPEC = importlib.util.spec_from_file_location("antigravity_adapter", HOST / "hooks" / "adapter.py")
|
||||
assert SPEC and SPEC.loader
|
||||
adapter = importlib.util.module_from_spec(SPEC)
|
||||
SPEC.loader.exec_module(adapter)
|
||||
|
||||
|
||||
def test_normalizes_antigravity_camel_case_payload(tmp_path: Path) -> None:
|
||||
transcript = tmp_path / "transcript.jsonl"
|
||||
transcript.write_text(
|
||||
"\n".join(
|
||||
[
|
||||
json.dumps(
|
||||
{
|
||||
"source": "USER_EXPLICIT",
|
||||
"type": "USER_INPUT",
|
||||
"status": "DONE",
|
||||
"content": "<USER_REQUEST>\nremember the parser\n</USER_REQUEST>",
|
||||
}
|
||||
),
|
||||
json.dumps(
|
||||
{
|
||||
"source": "MODEL",
|
||||
"type": "PLANNER_RESPONSE",
|
||||
"status": "DONE",
|
||||
"content": "The parser is fixed.",
|
||||
}
|
||||
),
|
||||
]
|
||||
),
|
||||
encoding="utf-8",
|
||||
)
|
||||
value = adapter.normalize(
|
||||
{
|
||||
"conversationId": "conversation-1",
|
||||
"workspacePaths": ["/repo"],
|
||||
"transcriptPath": str(transcript),
|
||||
"toolCall": {"name": "run_command", "args": {"CommandLine": "pytest"}},
|
||||
"error": "failed",
|
||||
}
|
||||
)
|
||||
|
||||
assert value["session_id"] == "conversation-1"
|
||||
assert value["cwd"] == "/repo"
|
||||
assert value["transcript_path"] == str(transcript)
|
||||
assert value["prompt"] == "remember the parser"
|
||||
assert value["last_assistant_message"] == "The parser is fixed."
|
||||
assert value["tool_name"] == "run_command"
|
||||
assert value["tool_input"] == {"CommandLine": "pytest"}
|
||||
assert value["tool_response"] == "failed"
|
||||
|
||||
|
||||
def test_uses_explicit_cwd_when_antigravity_omits_workspaces(monkeypatch) -> None:
|
||||
monkeypatch.setenv("MEM0_CWD", "/repo")
|
||||
|
||||
value = adapter.normalize({"workspacePaths": []})
|
||||
|
||||
assert value["cwd"] == "/repo"
|
||||
|
||||
|
||||
def test_skips_capture_when_workspace_is_unknown(monkeypatch, capsys) -> None:
|
||||
monkeypatch.delenv("MEM0_CWD", raising=False)
|
||||
|
||||
def run_shared(*_):
|
||||
raise AssertionError("shared runtime should not run")
|
||||
|
||||
monkeypatch.setattr(adapter, "_run_shared", run_shared)
|
||||
monkeypatch.setattr(sys, "argv", ["adapter.py", "PostToolUse"])
|
||||
monkeypatch.setattr(sys, "stdin", io.StringIO('{"workspacePaths": []}'))
|
||||
|
||||
assert adapter.main() == 0
|
||||
assert json.loads(capsys.readouterr().out) == {}
|
||||
|
||||
|
||||
def test_pre_invocation_translates_shared_recall_to_ephemeral_message(monkeypatch, capsys) -> None:
|
||||
calls = []
|
||||
|
||||
def run_shared(arguments, payload):
|
||||
calls.append(arguments)
|
||||
if arguments == ["user-prompt"]:
|
||||
return 0, json.dumps(
|
||||
{"hookSpecificOutput": {"additionalContext": "Earlier repository context."}}
|
||||
)
|
||||
return 0, ""
|
||||
|
||||
monkeypatch.setattr(adapter, "_run_shared", run_shared)
|
||||
monkeypatch.setattr(sys, "argv", ["adapter.py", "PreInvocation"])
|
||||
monkeypatch.setattr(sys, "stdin", io.StringIO('{"invocationNum": 0, "workspacePaths": ["/repo"]}'))
|
||||
|
||||
assert adapter.main() == 0
|
||||
assert calls == [["session-start"], ["user-prompt"]]
|
||||
assert json.loads(capsys.readouterr().out) == {
|
||||
"injectSteps": [{"ephemeralMessage": "Earlier repository context."}]
|
||||
}
|
||||
|
||||
|
||||
def test_native_antigravity_bundle_uses_supported_events(tmp_path: Path) -> None:
|
||||
root = build("antigravity", "native", tmp_path / "antigravity")
|
||||
|
||||
manifest = json.loads((root / "plugin.json").read_text(encoding="utf-8"))
|
||||
hooks = json.loads((root / "hooks.json").read_text(encoding="utf-8"))["mem0"]
|
||||
assert manifest["$schema"] == "https://antigravity.google/schemas/v1/plugin.json"
|
||||
assert set(hooks) == {"PreInvocation", "PostToolUse", "Stop"}
|
||||
assert (root / "mcp_config.json").is_file()
|
||||
assert (root / "agents" / "sidekick" / "agent.md").is_file()
|
||||
assert not any(path.is_symlink() for path in root.rglob("*"))
|
||||
|
||||
|
||||
def test_stop_captures_later_prompts_once(tmp_path):
|
||||
transcript = tmp_path / "transcript.jsonl"
|
||||
store = adapter.hook_runner.EvidenceStore(tmp_path / "evidence.sqlite3")
|
||||
payload = {"session_id": "s1", "cwd": str(tmp_path), "transcript_path": str(transcript)}
|
||||
turns = []
|
||||
try:
|
||||
for prompt, answer in [("First question", "First answer"), ("Next question", "Next answer")]:
|
||||
turns.extend([
|
||||
{"type": "USER_INPUT", "status": "DONE", "content": prompt},
|
||||
{"type": "PLANNER_RESPONSE", "source": "MODEL", "status": "DONE", "content": answer},
|
||||
])
|
||||
transcript.write_text(''.join(json.dumps(row) + '\n' for row in turns))
|
||||
adapter._record_stop(store, payload)
|
||||
adapter._record_stop(store, payload)
|
||||
rows = store.conn.execute("SELECT payload_json FROM events WHERE kind = 'assistant_stop' ORDER BY id").fetchall()
|
||||
messages = [message for row in rows for message in json.loads(row[0])["transcript_messages"]]
|
||||
assert [m["content"] for m in messages] == ["First question", "First answer", "Next question", "Next answer"]
|
||||
finally:
|
||||
store.close()
|
||||
@@ -1,6 +1,6 @@
|
||||
{
|
||||
"name": "mem0",
|
||||
"version": "0.3.0",
|
||||
"version": "0.3.1",
|
||||
"description": "Cross-session memory and token savings for coding agents.",
|
||||
"author": {
|
||||
"name": "Mem0"
|
||||
|
||||
@@ -1,11 +0,0 @@
|
||||
__pycache__/
|
||||
*.py[cod]
|
||||
.pytest_cache/
|
||||
.ruff_cache/
|
||||
.venv/
|
||||
*.sqlite3
|
||||
*.sqlite3-shm
|
||||
*.sqlite3-wal
|
||||
flush-worker.log
|
||||
plugin-errors.log
|
||||
pending/
|
||||
@@ -34,10 +34,11 @@ To remove:
|
||||
claude plugin uninstall mem0@mem0-plugins
|
||||
```
|
||||
|
||||
For local development, load the current checkout directly:
|
||||
For local development, verify and load the self-contained plugin directory:
|
||||
|
||||
```bash
|
||||
claude --plugin-dir .
|
||||
python3 integrations/agent-plugin-core/build/build.py claude-code --kind native --check
|
||||
claude --plugin-dir integrations/claude-code-plugin
|
||||
```
|
||||
|
||||
## How it works
|
||||
@@ -104,7 +105,11 @@ Categories for `--category`: `project_knowledge`, `decisions_and_constraints`, `
|
||||
| `dir` | Project memory from the current directory (and children), plus your preferences |
|
||||
| `mine` | Your personal preferences only |
|
||||
|
||||
Set the default with the `search_scope` setting or `MEM0_CODE_SEARCH_SCOPE`. Pass `--run-id <session-id>` to see only what one specific session recorded.
|
||||
Set the default with the `search_scope` setting or `MEM0_CODE_SEARCH_SCOPE`. Search spans earlier sessions without a session ID; `run_id` remains internal metadata.
|
||||
|
||||
New Git repository memories use a hash of the remote identity in `agent_id`. Searches also include the previous unhashed ID under the same repository `app_id`, so shared memories remain available after upgrading. Older IDs retain their original limitation: matching owner/repository names on different Git hosts share that legacy namespace. Local folders keep their path-based namespaces.
|
||||
|
||||
Explicit shared-memory deletion with `--include-project-memory` covers both repository IDs. Default deletion preserves shared memories.
|
||||
|
||||
## Settings
|
||||
|
||||
@@ -181,10 +186,10 @@ Breaking update. Memories carry over, most local config does not.
|
||||
|
||||
## Development checks
|
||||
|
||||
Run from `integrations/claude-code-plugin/`:
|
||||
Run from the repository root:
|
||||
|
||||
```bash
|
||||
python3 -m pytest tests -q
|
||||
python3 -m ruff check .
|
||||
claude plugin validate --strict .
|
||||
python3 -m pytest integrations/claude-code-plugin/tests -q --ignore=integrations/claude-code-plugin/tests/integration
|
||||
python3 -m ruff check integrations/agent-plugin-core/python integrations/claude-code-plugin
|
||||
claude plugin validate --strict integrations/claude-code-plugin
|
||||
```
|
||||
|
||||
@@ -3,367 +3,52 @@
|
||||
|
||||
from __future__ import annotations
|
||||
|
||||
import argparse
|
||||
import hashlib
|
||||
import json
|
||||
import os
|
||||
import subprocess
|
||||
import sys
|
||||
import time
|
||||
import uuid
|
||||
from pathlib import Path
|
||||
|
||||
sys.path.insert(0, str(Path(__file__).resolve().parents[2] / "core"))
|
||||
_here = Path(__file__).resolve()
|
||||
_bundled_core = _here.parents[2] / "core"
|
||||
_core_dir = _bundled_core if (_bundled_core / "memory_core.py").is_file() else _bundled_core / "python"
|
||||
sys.path.insert(0, str(_core_dir))
|
||||
sys.path.insert(0, str(_here.parent))
|
||||
|
||||
import telemetry
|
||||
from memory_core import (
|
||||
EvidenceStore,
|
||||
api_key,
|
||||
cache_plugin_api_key,
|
||||
checkpoint_session,
|
||||
clear_stale_api_key_cache,
|
||||
data_dir,
|
||||
detached_process_kwargs,
|
||||
format_context,
|
||||
record_session_start,
|
||||
import telemetry # noqa: E402
|
||||
from memory_core import ( # noqa: E402
|
||||
configure_harness,
|
||||
record_sidekick_start,
|
||||
record_sidekick_stop,
|
||||
record_stop,
|
||||
record_tool,
|
||||
record_user_prompt,
|
||||
search_memories,
|
||||
)
|
||||
from transcript import record_stop # noqa: E402
|
||||
import hook_runner # noqa: E402
|
||||
|
||||
configure_harness("claude-code", data_dir_name="claude-code-plugin", source_tag="claude_code_plugin")
|
||||
telemetry.init(harness="claude-code", source_tag="CLAUDE_CODE_PLUGIN")
|
||||
|
||||
|
||||
STALE_RUNNING_SECONDS = 300
|
||||
PENDING_EXPIRY_SECONDS = 7 * 24 * 60 * 60
|
||||
PENDING_LAUNCH_LIMIT = 5
|
||||
def _sidekick_start(store, hook_input):
|
||||
context = record_sidekick_start(store, hook_input)
|
||||
if context:
|
||||
return {
|
||||
"hookSpecificOutput": {
|
||||
"hookEventName": "SubagentStart",
|
||||
"additionalContext": context,
|
||||
},
|
||||
}
|
||||
|
||||
|
||||
def read_hook_input() -> dict:
|
||||
try:
|
||||
value = json.load(sys.stdin)
|
||||
return value if isinstance(value, dict) else {}
|
||||
except (json.JSONDecodeError, OSError):
|
||||
return {}
|
||||
|
||||
|
||||
def first_prompt_memory_output(store: EvidenceStore, hook_input: dict) -> dict:
|
||||
"""Search once before Claude handles the first prompt in a session."""
|
||||
repo, session_id, prompt, is_first_prompt = record_user_prompt(store, hook_input)
|
||||
if not is_first_prompt:
|
||||
return {}
|
||||
try:
|
||||
minimum_query_chars = int(os.environ.get("MEM0_CODE_MIN_QUERY_CHARS", "20"))
|
||||
except ValueError:
|
||||
minimum_query_chars = 20
|
||||
if len(prompt.strip()) < max(minimum_query_chars, 1):
|
||||
return {}
|
||||
result = search_memories(
|
||||
store,
|
||||
repo,
|
||||
session_id,
|
||||
prompt,
|
||||
top_k=5,
|
||||
operation="first-prompt-search",
|
||||
timeout=2,
|
||||
)
|
||||
if not result.memories:
|
||||
return {}
|
||||
context = format_context(
|
||||
result.memories,
|
||||
"Mem0 found these relevant memories from earlier work in this repository:",
|
||||
)
|
||||
telemetry.record(
|
||||
"context_injected",
|
||||
repo=repo,
|
||||
session_id=session_id,
|
||||
trigger="first-prompt",
|
||||
memory_count=len(result.memories),
|
||||
context_chars=len(context),
|
||||
prompt_chars=len(prompt),
|
||||
)
|
||||
return {
|
||||
"hookSpecificOutput": {
|
||||
"hookEventName": "UserPromptSubmit",
|
||||
"additionalContext": context,
|
||||
},
|
||||
}
|
||||
|
||||
|
||||
def _launch_handoff(handoff_path: Path) -> bool:
|
||||
running_path = handoff_path.with_suffix(".running")
|
||||
try:
|
||||
handoff_path.replace(running_path)
|
||||
except OSError:
|
||||
return False
|
||||
worker = Path(__file__).resolve().parents[2] / "core" / "flush_worker.py"
|
||||
log_path = data_dir() / "flush-worker.log"
|
||||
log_handle = open(log_path, "a", encoding="utf-8")
|
||||
try:
|
||||
subprocess.Popen(
|
||||
[sys.executable, str(worker), str(running_path)],
|
||||
stdin=subprocess.DEVNULL,
|
||||
stdout=log_handle,
|
||||
stderr=log_handle,
|
||||
close_fds=True,
|
||||
**detached_process_kwargs(),
|
||||
)
|
||||
finally:
|
||||
log_handle.close()
|
||||
return True
|
||||
|
||||
|
||||
def recover_pending_handoffs() -> int:
|
||||
pending_dir = data_dir() / "pending"
|
||||
pending_dir.mkdir(parents=True, exist_ok=True)
|
||||
now = time.time()
|
||||
for running in pending_dir.glob("*.running"):
|
||||
try:
|
||||
if now - running.stat().st_mtime > STALE_RUNNING_SECONDS:
|
||||
running.replace(running.with_suffix(".json"))
|
||||
except OSError:
|
||||
continue
|
||||
recoverable = []
|
||||
for handoff in pending_dir.glob("*.json"):
|
||||
try:
|
||||
age = now - handoff.stat().st_mtime
|
||||
except OSError:
|
||||
continue
|
||||
if age > PENDING_EXPIRY_SECONDS:
|
||||
handoff.unlink(missing_ok=True)
|
||||
continue
|
||||
recoverable.append((age, handoff))
|
||||
recoverable.sort(key=lambda item: item[0], reverse=True)
|
||||
launched = 0
|
||||
for _, handoff in recoverable[:PENDING_LAUNCH_LIMIT]:
|
||||
launched += int(_launch_handoff(handoff))
|
||||
return launched
|
||||
|
||||
|
||||
def refresh_pending_handoffs() -> None:
|
||||
"""Hold unsent packets while paused instead of letting them expire."""
|
||||
pending_dir = data_dir() / "pending"
|
||||
if not pending_dir.is_dir():
|
||||
return
|
||||
for pattern in ("*.json", "*.running"):
|
||||
for handoff in pending_dir.glob(pattern):
|
||||
try:
|
||||
os.utime(handoff)
|
||||
except OSError:
|
||||
continue
|
||||
|
||||
|
||||
def hand_off_flush(
|
||||
hook_input: dict, reason: str, *, wait_for_inflight: bool = False
|
||||
) -> None:
|
||||
"""Persist hook input and detach delivery from Claude's shutdown lifecycle."""
|
||||
pending_dir = data_dir() / "pending"
|
||||
pending_dir.mkdir(parents=True, exist_ok=True)
|
||||
material = (
|
||||
f"{hook_input.get('cwd', '')}\0{hook_input.get('session_id', '')}\0{reason}"
|
||||
)
|
||||
digest = hashlib.sha256(material.encode()).hexdigest()[:24]
|
||||
handoff_path = pending_dir / f"{digest}-{uuid.uuid4().hex[:8]}.json"
|
||||
temporary_path = handoff_path.with_suffix(".tmp")
|
||||
temporary_path.write_text(
|
||||
json.dumps(
|
||||
{
|
||||
"hook_input": hook_input,
|
||||
"reason": reason,
|
||||
"wait_for_inflight": wait_for_inflight,
|
||||
}
|
||||
),
|
||||
encoding="utf-8",
|
||||
)
|
||||
temporary_path.replace(handoff_path)
|
||||
_launch_handoff(handoff_path)
|
||||
|
||||
|
||||
def automatic_flush_enabled() -> bool:
|
||||
return os.environ.get("MEM0_CODE_AUTO_FLUSH", "true").lower() in {
|
||||
"1",
|
||||
"true",
|
||||
"yes",
|
||||
"on",
|
||||
}
|
||||
|
||||
|
||||
def schedule_periodic_checkpoint(
|
||||
store: EvidenceStore,
|
||||
hook_input: dict,
|
||||
repo,
|
||||
session_id: str,
|
||||
) -> bool:
|
||||
"""Start one background extraction when a complete block is ready."""
|
||||
if (
|
||||
not automatic_flush_enabled()
|
||||
or not api_key()
|
||||
or not store.checkpoint_due(repo.identity, session_id)
|
||||
):
|
||||
return False
|
||||
if store.prepare_flush(repo, session_id, "periodic") is None:
|
||||
return False
|
||||
hand_off_flush(hook_input, "periodic")
|
||||
return True
|
||||
|
||||
|
||||
DEFAULT_IDLE_FLUSH_SECONDS = 300
|
||||
|
||||
|
||||
def _idle_flush_seconds() -> int:
|
||||
try:
|
||||
return max(
|
||||
int(os.environ.get("MEM0_CODE_IDLE_FLUSH_SECONDS", str(DEFAULT_IDLE_FLUSH_SECONDS))),
|
||||
0,
|
||||
)
|
||||
except ValueError:
|
||||
return DEFAULT_IDLE_FLUSH_SECONDS
|
||||
|
||||
|
||||
def schedule_idle_flush(
|
||||
store: EvidenceStore,
|
||||
hook_input: dict,
|
||||
repo,
|
||||
session_id: str,
|
||||
) -> bool:
|
||||
"""Launch a delayed background flush for sessions that may never end."""
|
||||
delay = _idle_flush_seconds()
|
||||
if delay <= 0 or not automatic_flush_enabled() or not api_key():
|
||||
return False
|
||||
if store.has_inflight_flush(repo.identity, session_id):
|
||||
return False
|
||||
if not store.has_unflushed_events(repo.identity, session_id):
|
||||
return False
|
||||
pending_dir = data_dir() / "pending"
|
||||
pending_dir.mkdir(parents=True, exist_ok=True)
|
||||
material = f"idle\0{hook_input.get('cwd', '')}\0{hook_input.get('session_id', '')}"
|
||||
digest = hashlib.sha256(material.encode()).hexdigest()[:24]
|
||||
for old in pending_dir.glob(f"idle-{digest}*"):
|
||||
old.unlink(missing_ok=True)
|
||||
handoff_path = pending_dir / f"idle-{digest}-{uuid.uuid4().hex[:8]}.json"
|
||||
temporary_path = handoff_path.with_suffix(".tmp")
|
||||
temporary_path.write_text(
|
||||
json.dumps({
|
||||
"hook_input": hook_input,
|
||||
"reason": "idle",
|
||||
"delay_seconds": delay,
|
||||
}),
|
||||
encoding="utf-8",
|
||||
)
|
||||
temporary_path.replace(handoff_path)
|
||||
_launch_handoff(handoff_path)
|
||||
return True
|
||||
|
||||
|
||||
def log_failure(exc: Exception) -> None:
|
||||
try:
|
||||
log_path = data_dir() / "plugin-errors.log"
|
||||
with log_path.open("a", encoding="utf-8") as handle:
|
||||
handle.write(f"{time.time():.3f} {type(exc).__name__}: {exc}\n")
|
||||
except OSError:
|
||||
pass
|
||||
|
||||
|
||||
def main() -> int:
|
||||
parser = argparse.ArgumentParser()
|
||||
parser.add_argument(
|
||||
"action",
|
||||
choices=[
|
||||
"session-start",
|
||||
"user-prompt",
|
||||
"post-tool",
|
||||
"post-tool-failure",
|
||||
"sidekick-start",
|
||||
"sidekick-stop",
|
||||
"stop",
|
||||
"flush",
|
||||
],
|
||||
)
|
||||
parser.add_argument("--reason", default="manual")
|
||||
parser.add_argument("--plugin-data-dir", default="")
|
||||
args = parser.parse_args()
|
||||
if args.plugin_data_dir:
|
||||
os.environ["MEM0_CODE_DATA_DIR"] = args.plugin_data_dir
|
||||
cache_plugin_api_key()
|
||||
if args.action == "session-start":
|
||||
clear_stale_api_key_cache()
|
||||
hook_input = read_hook_input()
|
||||
store = EvidenceStore()
|
||||
try:
|
||||
if store.is_paused():
|
||||
if args.action == "session-start":
|
||||
refresh_pending_handoffs()
|
||||
telemetry.record("session_start", paused=True)
|
||||
telemetry.spawn_flush()
|
||||
return 0
|
||||
if args.action == "session-start":
|
||||
if telemetry.is_first_run():
|
||||
telemetry.record("install")
|
||||
recovered = recover_pending_handoffs()
|
||||
record_session_start(store, hook_input)
|
||||
if recovered:
|
||||
telemetry.record("handoff_recovered", count=recovered)
|
||||
telemetry.spawn_flush()
|
||||
elif args.action == "user-prompt":
|
||||
output = first_prompt_memory_output(store, hook_input)
|
||||
if output:
|
||||
print(json.dumps(output))
|
||||
elif args.action == "post-tool":
|
||||
record_tool(store, hook_input)
|
||||
elif args.action == "post-tool-failure":
|
||||
record_tool(store, hook_input, failed=True)
|
||||
elif args.action == "sidekick-start":
|
||||
context = record_sidekick_start(store, hook_input)
|
||||
if context:
|
||||
print(
|
||||
json.dumps(
|
||||
{
|
||||
"hookSpecificOutput": {
|
||||
"hookEventName": "SubagentStart",
|
||||
"additionalContext": context,
|
||||
}
|
||||
}
|
||||
)
|
||||
)
|
||||
elif args.action == "sidekick-stop":
|
||||
record_sidekick_stop(store, hook_input)
|
||||
elif args.action == "stop":
|
||||
repo, session_id = record_stop(store, hook_input)
|
||||
if not schedule_periodic_checkpoint(store, hook_input, repo, session_id):
|
||||
schedule_idle_flush(store, hook_input, repo, session_id)
|
||||
elif args.action == "flush":
|
||||
automatic = args.reason in {"session-end", "pre-compact"}
|
||||
if automatic and not automatic_flush_enabled():
|
||||
return 0
|
||||
if args.reason == "session-end":
|
||||
# In print mode, SessionEnd can arrive before the Stop hook has
|
||||
# recorded Claude's final response. Read any remaining visible
|
||||
# transcript messages before preparing the final extraction.
|
||||
record_stop(store, hook_input)
|
||||
if os.environ.get("MEM0_CODE_SYNC_FLUSH") == "1":
|
||||
print(json.dumps(checkpoint_session(store, hook_input, args.reason)))
|
||||
else:
|
||||
session_id = str(hook_input.get("session_id") or "unknown-session")
|
||||
repo = store.repo_for_session(session_id, hook_input.get("cwd"))
|
||||
already_running = store.has_inflight_flush(repo.identity, session_id)
|
||||
if already_running and args.reason == "session-end":
|
||||
hand_off_flush(
|
||||
hook_input, args.reason, wait_for_inflight=True
|
||||
)
|
||||
elif not already_running and store.prepare_flush(
|
||||
repo, session_id, args.reason
|
||||
) is not None:
|
||||
hand_off_flush(hook_input, args.reason)
|
||||
finally:
|
||||
store.close()
|
||||
return 0
|
||||
def _sidekick_stop(store, hook_input):
|
||||
record_sidekick_stop(store, hook_input)
|
||||
|
||||
|
||||
if __name__ == "__main__":
|
||||
try:
|
||||
raise SystemExit(main())
|
||||
except Exception as exc:
|
||||
# Memory must never prevent the coding agent from continuing.
|
||||
log_failure(exc)
|
||||
raise SystemExit(0)
|
||||
hook_runner.entry_point(
|
||||
record_stop_fn=record_stop,
|
||||
extra_actions={
|
||||
"post-tool-failure": lambda s, h: record_tool(s, h, failed=True),
|
||||
"sidekick-start": _sidekick_start,
|
||||
"sidekick-stop": _sidekick_stop,
|
||||
},
|
||||
data_dir_env="MEM0_CODE_DATA_DIR",
|
||||
automatic_flush_reasons={"session-end", "pre-compact"},
|
||||
)
|
||||
|
||||
@@ -0,0 +1,362 @@
|
||||
"""Claude Code transcript parsing for Mem0 memory extraction."""
|
||||
|
||||
from __future__ import annotations
|
||||
|
||||
import html
|
||||
import json
|
||||
import re
|
||||
import sys
|
||||
from pathlib import Path
|
||||
from typing import Any
|
||||
|
||||
_here = Path(__file__).resolve()
|
||||
sys.path.insert(0, str(_here.parents[2] / "core" / "python"))
|
||||
|
||||
from memory_core import ( # noqa: E402
|
||||
EvidenceStore,
|
||||
RepoContext,
|
||||
_session_id,
|
||||
redact,
|
||||
)
|
||||
|
||||
|
||||
def _message_content_text(content: Any) -> str:
|
||||
"""Return visible text from one Claude transcript message."""
|
||||
if isinstance(content, str):
|
||||
return redact(content).strip()
|
||||
if not isinstance(content, list):
|
||||
return ""
|
||||
parts = []
|
||||
for block in content:
|
||||
if not isinstance(block, dict) or block.get("type") != "text":
|
||||
continue
|
||||
text = redact(block.get("text", "")).strip()
|
||||
if text:
|
||||
parts.append(text)
|
||||
return "\n\n".join(parts)
|
||||
|
||||
|
||||
def _transcript_rows(
|
||||
path: str, offset: int = 0
|
||||
) -> tuple[list[dict[str, Any]], int, bool]:
|
||||
"""Parse transcript rows from a byte offset, returning rows, end offset, and whether the offset was honored."""
|
||||
if not path:
|
||||
return [], 0, False
|
||||
rows = []
|
||||
try:
|
||||
resolved = Path(path).expanduser()
|
||||
if not 0 <= offset <= resolved.stat().st_size:
|
||||
offset = 0
|
||||
end = offset
|
||||
with resolved.open("rb") as handle:
|
||||
handle.seek(offset)
|
||||
for line in handle:
|
||||
if not line.endswith(b"\n"):
|
||||
break
|
||||
end += len(line)
|
||||
try:
|
||||
row = json.loads(line.decode("utf-8", errors="replace"))
|
||||
except json.JSONDecodeError:
|
||||
continue
|
||||
if isinstance(row, dict) and row.get("uuid"):
|
||||
rows.append(row)
|
||||
except OSError:
|
||||
return [], offset, False
|
||||
return rows, end, offset > 0
|
||||
|
||||
|
||||
def _active_transcript_chain(
|
||||
rows: list[dict[str, Any]], session_id: str
|
||||
) -> list[dict[str, Any]]:
|
||||
"""Follow the current Claude conversation branch from its latest record."""
|
||||
by_uuid = {str(row["uuid"]): row for row in rows if row.get("uuid")}
|
||||
leaf = next(
|
||||
(
|
||||
row
|
||||
for row in reversed(rows)
|
||||
if not row.get("isSidechain")
|
||||
and str(row.get("sessionId") or "") == session_id
|
||||
),
|
||||
None,
|
||||
)
|
||||
if leaf is None:
|
||||
return []
|
||||
|
||||
chain = []
|
||||
seen = set()
|
||||
current = leaf
|
||||
while current is not None:
|
||||
uuid = str(current.get("uuid") or "")
|
||||
if not uuid or uuid in seen:
|
||||
break
|
||||
seen.add(uuid)
|
||||
chain.append(current)
|
||||
current = by_uuid.get(str(current.get("parentUuid") or ""))
|
||||
chain.reverse()
|
||||
return chain
|
||||
|
||||
|
||||
def _human_prompt_text(row: dict[str, Any]) -> str:
|
||||
if row.get("type") != "user":
|
||||
return ""
|
||||
origin = row.get("origin") or {}
|
||||
if isinstance(origin, dict) and origin.get("kind") not in {None, "human"}:
|
||||
return ""
|
||||
message = row.get("message") or {}
|
||||
content = message.get("content") if isinstance(message, dict) else None
|
||||
if not isinstance(content, str):
|
||||
return ""
|
||||
text = redact(content).strip()
|
||||
if text.startswith("<!-- attach -->"):
|
||||
text = text.removeprefix("<!-- attach -->").strip()
|
||||
ignored_prefixes = (
|
||||
"<local-command-caveat>",
|
||||
"<local-command-stdout>",
|
||||
"<local-command-stderr>",
|
||||
"<command-name>",
|
||||
"<system-reminder>",
|
||||
"<task-notification>",
|
||||
)
|
||||
return "" if text.startswith(ignored_prefixes) else text
|
||||
|
||||
|
||||
def _xml_value(text: str, tag: str) -> str:
|
||||
match = re.search(fr"<{tag}>(.*?)</{tag}>", text, re.DOTALL)
|
||||
return html.unescape(match.group(1).strip()) if match else ""
|
||||
|
||||
|
||||
def _agent_assignment(tool_input: dict[str, Any]) -> str:
|
||||
prompt = redact(tool_input.get("prompt", "")).strip()
|
||||
if not prompt:
|
||||
return ""
|
||||
agent_type = redact(tool_input.get("subagent_type", "agent")).strip() or "agent"
|
||||
description = redact(tool_input.get("description", "")).strip()
|
||||
heading = f"Subagent assignment ({agent_type}"
|
||||
if description:
|
||||
heading += f": {description}"
|
||||
return f"{heading}):\n{prompt}"
|
||||
|
||||
|
||||
def _agent_response(tool_input: dict[str, Any], result: str) -> str:
|
||||
result = redact(result).strip()
|
||||
if not result or result.startswith("Async agent launched successfully."):
|
||||
return ""
|
||||
agent_type = redact(tool_input.get("subagent_type", "agent")).strip() or "agent"
|
||||
description = redact(tool_input.get("description", "")).strip()
|
||||
heading = f"Subagent response ({agent_type}"
|
||||
if description:
|
||||
heading += f": {description}"
|
||||
return f"{heading}):\n{result}"
|
||||
|
||||
|
||||
def _tool_result_text(block: dict[str, Any]) -> str:
|
||||
return _message_content_text(block.get("content"))
|
||||
|
||||
|
||||
def transcript_extraction_messages(
|
||||
transcript_path: str,
|
||||
session_id: str,
|
||||
*,
|
||||
previous_leaf_uuid: str = "",
|
||||
prompt_hint: str = "",
|
||||
fallback_assistant_message: str = "",
|
||||
label_final_response: bool = False,
|
||||
start_offset: int = 0,
|
||||
) -> tuple[list[dict[str, str]], str, int]:
|
||||
"""Read the meaningful part of the current Claude exchange."""
|
||||
rows, end_offset, resumed = _transcript_rows(transcript_path, start_offset)
|
||||
chain = _active_transcript_chain(rows, session_id)
|
||||
if not chain:
|
||||
if resumed:
|
||||
return [], previous_leaf_uuid, end_offset
|
||||
fallback = redact(fallback_assistant_message).strip()
|
||||
return (
|
||||
([{"role": "assistant", "content": f"Main Claude response:\n{fallback}"}]
|
||||
if fallback
|
||||
else []),
|
||||
"",
|
||||
end_offset,
|
||||
)
|
||||
|
||||
leaf_uuid = str(chain[-1].get("uuid") or "")
|
||||
if previous_leaf_uuid and leaf_uuid == previous_leaf_uuid:
|
||||
return [], leaf_uuid, end_offset
|
||||
start = 0
|
||||
if previous_leaf_uuid:
|
||||
for index, row in enumerate(chain):
|
||||
if str(row.get("uuid") or "") == previous_leaf_uuid:
|
||||
start = index + 1
|
||||
break
|
||||
else:
|
||||
previous_leaf_uuid = ""
|
||||
if not previous_leaf_uuid and not resumed:
|
||||
prompt_hint = redact(prompt_hint).strip()
|
||||
candidates = [
|
||||
index
|
||||
for index, row in enumerate(chain)
|
||||
if _human_prompt_text(row)
|
||||
and (
|
||||
not prompt_hint
|
||||
or _human_prompt_text(row) == prompt_hint
|
||||
)
|
||||
]
|
||||
task_notifications = [
|
||||
index
|
||||
for index, row in enumerate(chain)
|
||||
if isinstance((row.get("message") or {}).get("content"), str)
|
||||
and (row.get("message") or {})["content"].startswith("<task-notification>")
|
||||
]
|
||||
if candidates:
|
||||
start = candidates[-1]
|
||||
elif task_notifications:
|
||||
start = task_notifications[-1]
|
||||
|
||||
tool_uses: dict[str, tuple[str, dict[str, Any]]] = {}
|
||||
for row in chain:
|
||||
message = row.get("message") or {}
|
||||
content = message.get("content") if isinstance(message, dict) else None
|
||||
if not isinstance(content, list):
|
||||
continue
|
||||
for block in content:
|
||||
if not isinstance(block, dict) or block.get("type") != "tool_use":
|
||||
continue
|
||||
tool_id = str(block.get("id") or "")
|
||||
tool_input = block.get("input") or {}
|
||||
if tool_id and isinstance(tool_input, dict):
|
||||
tool_uses[tool_id] = (str(block.get("name") or ""), tool_input)
|
||||
|
||||
output: list[dict[str, str]] = []
|
||||
|
||||
def append(role: str, content: str) -> None:
|
||||
content = redact(content).strip()
|
||||
if content:
|
||||
output.append({"role": role, "content": content})
|
||||
|
||||
for row in chain[start:]:
|
||||
message = row.get("message") or {}
|
||||
if not isinstance(message, dict):
|
||||
continue
|
||||
role = str(message.get("role") or "")
|
||||
content = message.get("content")
|
||||
|
||||
if role == "user" and isinstance(content, str):
|
||||
if content.startswith("<task-notification>"):
|
||||
if _xml_value(content, "status") != "completed":
|
||||
continue
|
||||
tool_id = _xml_value(content, "tool-use-id")
|
||||
tool = tool_uses.get(tool_id)
|
||||
result = _xml_value(content, "result")
|
||||
if tool and tool[0] == "Agent" and result:
|
||||
assignment = _agent_assignment(tool[1])
|
||||
response = _agent_response(tool[1], result)
|
||||
append("assistant", assignment)
|
||||
append("assistant", response)
|
||||
continue
|
||||
human = _human_prompt_text(row)
|
||||
if human:
|
||||
append("user", human)
|
||||
continue
|
||||
|
||||
if not isinstance(content, list):
|
||||
continue
|
||||
for block in content:
|
||||
if not isinstance(block, dict):
|
||||
continue
|
||||
block_type = block.get("type")
|
||||
if role == "assistant" and block_type == "text":
|
||||
append("assistant", str(block.get("text") or ""))
|
||||
continue
|
||||
if role != "user" or block_type != "tool_result":
|
||||
continue
|
||||
|
||||
tool_id = str(block.get("tool_use_id") or "")
|
||||
tool = tool_uses.get(tool_id)
|
||||
if not tool:
|
||||
continue
|
||||
name, tool_input = tool
|
||||
result = _tool_result_text(block)
|
||||
failed = bool(block.get("is_error"))
|
||||
if name == "Agent" and not failed:
|
||||
response = _agent_response(tool_input, result)
|
||||
if response:
|
||||
append("assistant", _agent_assignment(tool_input))
|
||||
append("assistant", response)
|
||||
elif name == "AskUserQuestion" and result and not failed:
|
||||
append("user", f"User answers to Claude's questions:\n{result}")
|
||||
elif name == "ExitPlanMode" and not failed:
|
||||
plan = redact(tool_input.get("plan", "")).strip()
|
||||
if plan:
|
||||
append("assistant", f"Approved implementation plan:\n{plan}")
|
||||
|
||||
fallback = redact(fallback_assistant_message).strip()
|
||||
if fallback:
|
||||
labeled = f"Main Claude response:\n{fallback}"
|
||||
for message in reversed(output):
|
||||
if message["role"] == "assistant" and message["content"] == fallback:
|
||||
message["content"] = labeled
|
||||
break
|
||||
else:
|
||||
append("assistant", labeled)
|
||||
elif label_final_response:
|
||||
last_message = chain[-1].get("message") or {}
|
||||
last_content = (
|
||||
last_message.get("content") if isinstance(last_message, dict) else None
|
||||
)
|
||||
final_parts = [
|
||||
redact(block.get("text", "")).strip()
|
||||
for block in (last_content if isinstance(last_content, list) else [])
|
||||
if isinstance(block, dict)
|
||||
and block.get("type") == "text"
|
||||
and redact(block.get("text", "")).strip()
|
||||
]
|
||||
for start in range(len(output) - len(final_parts), -1, -1):
|
||||
candidate = output[start : start + len(final_parts)]
|
||||
if final_parts and [item["content"] for item in candidate] == final_parts:
|
||||
candidate[0]["content"] = (
|
||||
f"Main Claude response:\n{candidate[0]['content']}"
|
||||
)
|
||||
break
|
||||
return output, leaf_uuid, end_offset
|
||||
|
||||
|
||||
def record_stop(
|
||||
store: EvidenceStore, hook_input: dict[str, Any]
|
||||
) -> tuple[RepoContext, str]:
|
||||
session_id = _session_id(hook_input)
|
||||
repo = store.repo_for_session(session_id, hook_input.get("cwd"))
|
||||
message = redact(hook_input.get("last_assistant_message", "")).strip()
|
||||
previous_stop = store.latest_event_payload(
|
||||
repo.identity, session_id, "assistant_stop"
|
||||
)
|
||||
latest_prompt = store.latest_event_payload(repo.identity, session_id, "user_prompt")
|
||||
transcript_path = str(hook_input.get("transcript_path") or "")
|
||||
previous_offset = previous_stop.get("transcript_offset")
|
||||
start_offset = (
|
||||
previous_offset
|
||||
if isinstance(previous_offset, int)
|
||||
and str(previous_stop.get("transcript_path") or "") == transcript_path
|
||||
else 0
|
||||
)
|
||||
transcript_messages, leaf_uuid, end_offset = transcript_extraction_messages(
|
||||
transcript_path,
|
||||
session_id,
|
||||
previous_leaf_uuid=str(previous_stop.get("transcript_leaf_uuid") or ""),
|
||||
prompt_hint=str(latest_prompt.get("text") or ""),
|
||||
fallback_assistant_message=message,
|
||||
label_final_response=True,
|
||||
start_offset=start_offset,
|
||||
)
|
||||
if transcript_messages:
|
||||
payload: dict[str, Any] = {
|
||||
"text": message,
|
||||
"transcript_messages": transcript_messages,
|
||||
}
|
||||
if leaf_uuid:
|
||||
payload["transcript_leaf_uuid"] = leaf_uuid
|
||||
if transcript_path:
|
||||
payload["transcript_path"] = transcript_path
|
||||
payload["transcript_offset"] = end_offset
|
||||
store.record_event(
|
||||
repo, session_id, "assistant_stop", payload
|
||||
)
|
||||
return repo, session_id
|
||||
@@ -17,7 +17,7 @@ import telemetry
|
||||
from memory_core import (
|
||||
EvidenceStore,
|
||||
checkpoint_session,
|
||||
record_stop,
|
||||
configure_harness,
|
||||
touch_handoff_heartbeat,
|
||||
)
|
||||
|
||||
@@ -27,15 +27,28 @@ def main() -> int:
|
||||
return 2
|
||||
handoff_path = Path(sys.argv[1])
|
||||
os.environ["MEM0_CODE_HANDOFF_PATH"] = str(handoff_path)
|
||||
harness = os.environ.get("MEM0_PLUGIN_HARNESS")
|
||||
if harness:
|
||||
source_tag = os.environ.get("MEM0_PLUGIN_SOURCE_TAG", "")
|
||||
configure_harness(
|
||||
harness,
|
||||
env_prefix=os.environ.get("MEM0_PLUGIN_ENV_PREFIX", ""),
|
||||
data_dir_name=os.environ.get("MEM0_PLUGIN_DATA_DIR_NAME", ""),
|
||||
source_tag=source_tag,
|
||||
)
|
||||
telemetry.init(harness=harness, source_tag=source_tag.upper())
|
||||
completed = False
|
||||
try:
|
||||
payload = json.loads(handoff_path.read_text(encoding="utf-8"))
|
||||
delay = float(payload.get("delay_seconds") or 0)
|
||||
if delay > 0:
|
||||
payload.pop("delay_seconds", None)
|
||||
handoff_path.write_text(
|
||||
json.dumps(payload), encoding="utf-8"
|
||||
)
|
||||
temporary = handoff_path.with_suffix(f".{os.getpid()}.tmp")
|
||||
try:
|
||||
temporary.write_text(json.dumps(payload), encoding="utf-8")
|
||||
temporary.replace(handoff_path)
|
||||
finally:
|
||||
temporary.unlink(missing_ok=True)
|
||||
time.sleep(delay)
|
||||
if not handoff_path.exists():
|
||||
return 0
|
||||
@@ -58,8 +71,7 @@ def main() -> int:
|
||||
):
|
||||
touch_handoff_heartbeat()
|
||||
time.sleep(0.25)
|
||||
if reason == "session-end":
|
||||
record_stop(store, hook_input)
|
||||
# Hooks capture the conversation before handoff; the worker only flushes it.
|
||||
result = checkpoint_session(store, hook_input, reason)
|
||||
print(json.dumps(result, sort_keys=True), flush=True)
|
||||
completed = result.get("status") in {
|
||||
|
||||
@@ -0,0 +1,372 @@
|
||||
"""Shared hook orchestration for all Mem0 agent plugins."""
|
||||
|
||||
from __future__ import annotations
|
||||
|
||||
import argparse
|
||||
import hashlib
|
||||
import json
|
||||
import os
|
||||
import subprocess
|
||||
import sys
|
||||
import time
|
||||
import uuid
|
||||
from pathlib import Path
|
||||
|
||||
import telemetry
|
||||
from memory_core import (
|
||||
EvidenceStore,
|
||||
_session_id,
|
||||
api_key,
|
||||
bounded,
|
||||
cache_plugin_api_key,
|
||||
checkpoint_session,
|
||||
clear_stale_api_key_cache,
|
||||
configure_harness,
|
||||
data_dir,
|
||||
detached_process_kwargs,
|
||||
format_context,
|
||||
harness_config,
|
||||
record_session_start,
|
||||
record_tool,
|
||||
record_user_prompt,
|
||||
redact,
|
||||
search_memories,
|
||||
)
|
||||
|
||||
STALE_RUNNING_SECONDS = 300
|
||||
PENDING_EXPIRY_SECONDS = 7 * 24 * 60 * 60
|
||||
PENDING_LAUNCH_LIMIT = 5
|
||||
DEFAULT_IDLE_FLUSH_SECONDS = 300
|
||||
|
||||
_core_dir: Path = Path(__file__).resolve().parent
|
||||
|
||||
|
||||
def read_hook_input() -> dict:
|
||||
try:
|
||||
value = json.load(sys.stdin)
|
||||
return value if isinstance(value, dict) else {}
|
||||
except (json.JSONDecodeError, OSError):
|
||||
return {}
|
||||
|
||||
|
||||
def default_record_stop(store: EvidenceStore, hook_input: dict):
|
||||
"""Record the assistant's response without transcript parsing."""
|
||||
session_id = _session_id(hook_input)
|
||||
repo = store.repo_for_session(session_id, hook_input.get("cwd"))
|
||||
message = redact(hook_input.get("last_assistant_message", "")).strip()
|
||||
if message:
|
||||
store.record_assistant_response(repo, session_id, message)
|
||||
return repo, session_id
|
||||
|
||||
|
||||
def first_prompt_memory_output(store: EvidenceStore, hook_input: dict) -> dict:
|
||||
"""Search once before the agent handles the first prompt in a session."""
|
||||
repo, session_id, prompt, is_first_prompt = record_user_prompt(store, hook_input)
|
||||
if not is_first_prompt:
|
||||
return {}
|
||||
try:
|
||||
minimum_query_chars = int(os.environ.get("MEM0_CODE_MIN_QUERY_CHARS", "20"))
|
||||
except ValueError:
|
||||
minimum_query_chars = 20
|
||||
if len(prompt.strip()) < max(minimum_query_chars, 1):
|
||||
return {}
|
||||
result = search_memories(
|
||||
store, repo, session_id, bounded(prompt, 6000),
|
||||
top_k=5, operation="first-prompt-search", timeout=2,
|
||||
)
|
||||
if not result.memories:
|
||||
return {}
|
||||
context = format_context(
|
||||
result.memories,
|
||||
"Mem0 found these relevant memories from earlier work in this repository:",
|
||||
)
|
||||
telemetry.record(
|
||||
"context_injected",
|
||||
repo=repo, session_id=session_id, trigger="first-prompt",
|
||||
memory_count=len(result.memories), context_chars=len(context),
|
||||
prompt_chars=len(prompt),
|
||||
)
|
||||
return {
|
||||
"hookSpecificOutput": {
|
||||
"hookEventName": "UserPromptSubmit",
|
||||
"additionalContext": context,
|
||||
},
|
||||
}
|
||||
|
||||
|
||||
def _launch_handoff(handoff_path: Path) -> bool:
|
||||
running_path = handoff_path.with_suffix(".running")
|
||||
try:
|
||||
handoff_path.replace(running_path)
|
||||
except OSError:
|
||||
return False
|
||||
worker = _core_dir / "flush_worker.py"
|
||||
log_path = data_dir() / "flush-worker.log"
|
||||
log_handle = open(log_path, "a", encoding="utf-8")
|
||||
harness = harness_config()
|
||||
child_env = os.environ.copy()
|
||||
child_env.update(
|
||||
{
|
||||
"MEM0_CODE_DATA_DIR": str(data_dir()),
|
||||
"MEM0_PLUGIN_HARNESS": harness["name"],
|
||||
"MEM0_PLUGIN_ENV_PREFIX": harness["env_prefix"],
|
||||
"MEM0_PLUGIN_DATA_DIR_NAME": harness["data_dir_name"],
|
||||
"MEM0_PLUGIN_SOURCE_TAG": harness["source_tag"],
|
||||
}
|
||||
)
|
||||
try:
|
||||
subprocess.Popen(
|
||||
[sys.executable, str(worker), str(running_path)],
|
||||
stdin=subprocess.DEVNULL,
|
||||
stdout=log_handle, stderr=log_handle,
|
||||
close_fds=True,
|
||||
env=child_env,
|
||||
**detached_process_kwargs(),
|
||||
)
|
||||
finally:
|
||||
log_handle.close()
|
||||
return True
|
||||
|
||||
|
||||
def recover_pending_handoffs() -> int:
|
||||
pending_dir = data_dir() / "pending"
|
||||
pending_dir.mkdir(parents=True, exist_ok=True)
|
||||
now = time.time()
|
||||
for running in pending_dir.glob("*.running"):
|
||||
try:
|
||||
if now - running.stat().st_mtime > STALE_RUNNING_SECONDS:
|
||||
running.replace(running.with_suffix(".json"))
|
||||
except OSError:
|
||||
continue
|
||||
recoverable = []
|
||||
for handoff in pending_dir.glob("*.json"):
|
||||
try:
|
||||
age = now - handoff.stat().st_mtime
|
||||
except OSError:
|
||||
continue
|
||||
if age > PENDING_EXPIRY_SECONDS:
|
||||
handoff.unlink(missing_ok=True)
|
||||
continue
|
||||
recoverable.append((age, handoff))
|
||||
recoverable.sort(key=lambda item: item[0], reverse=True)
|
||||
launched = 0
|
||||
for _, handoff in recoverable[:PENDING_LAUNCH_LIMIT]:
|
||||
launched += int(_launch_handoff(handoff))
|
||||
return launched
|
||||
|
||||
|
||||
def refresh_pending_handoffs() -> None:
|
||||
pending_dir = data_dir() / "pending"
|
||||
if not pending_dir.is_dir():
|
||||
return
|
||||
for pattern in ("*.json", "*.running"):
|
||||
for handoff in pending_dir.glob(pattern):
|
||||
try:
|
||||
os.utime(handoff)
|
||||
except OSError:
|
||||
continue
|
||||
|
||||
|
||||
def hand_off_flush(
|
||||
hook_input: dict, reason: str, *, wait_for_inflight: bool = False,
|
||||
) -> None:
|
||||
pending_dir = data_dir() / "pending"
|
||||
pending_dir.mkdir(parents=True, exist_ok=True)
|
||||
material = (
|
||||
f"{hook_input.get('cwd', '')}\0{hook_input.get('session_id', '')}\0{reason}"
|
||||
)
|
||||
digest = hashlib.sha256(material.encode()).hexdigest()[:24]
|
||||
handoff_path = pending_dir / f"{digest}-{uuid.uuid4().hex[:8]}.json"
|
||||
temporary_path = handoff_path.with_suffix(".tmp")
|
||||
temporary_path.write_text(
|
||||
json.dumps({
|
||||
"hook_input": hook_input,
|
||||
"reason": reason,
|
||||
"wait_for_inflight": wait_for_inflight,
|
||||
}),
|
||||
encoding="utf-8",
|
||||
)
|
||||
temporary_path.replace(handoff_path)
|
||||
_launch_handoff(handoff_path)
|
||||
|
||||
|
||||
def automatic_flush_enabled() -> bool:
|
||||
return os.environ.get("MEM0_CODE_AUTO_FLUSH", "true").lower() in {
|
||||
"1", "true", "yes", "on",
|
||||
}
|
||||
|
||||
|
||||
def schedule_periodic_checkpoint(
|
||||
store: EvidenceStore, hook_input: dict, repo, session_id: str,
|
||||
) -> bool:
|
||||
if (
|
||||
not automatic_flush_enabled()
|
||||
or not api_key()
|
||||
or not store.checkpoint_due(repo.identity, session_id)
|
||||
):
|
||||
return False
|
||||
if store.prepare_flush(repo, session_id, "periodic") is None:
|
||||
return False
|
||||
hand_off_flush(hook_input, "periodic")
|
||||
return True
|
||||
|
||||
|
||||
def _idle_flush_seconds() -> int:
|
||||
try:
|
||||
return max(
|
||||
int(os.environ.get("MEM0_CODE_IDLE_FLUSH_SECONDS", str(DEFAULT_IDLE_FLUSH_SECONDS))),
|
||||
0,
|
||||
)
|
||||
except ValueError:
|
||||
return DEFAULT_IDLE_FLUSH_SECONDS
|
||||
|
||||
|
||||
def schedule_idle_flush(
|
||||
store: EvidenceStore, hook_input: dict, repo, session_id: str,
|
||||
) -> bool:
|
||||
delay = _idle_flush_seconds()
|
||||
if delay <= 0 or not automatic_flush_enabled() or not api_key():
|
||||
return False
|
||||
if store.has_inflight_flush(repo.identity, session_id):
|
||||
return False
|
||||
if not store.has_unflushed_events(repo.identity, session_id):
|
||||
return False
|
||||
pending_dir = data_dir() / "pending"
|
||||
pending_dir.mkdir(parents=True, exist_ok=True)
|
||||
material = f"idle\0{hook_input.get('cwd', '')}\0{hook_input.get('session_id', '')}"
|
||||
digest = hashlib.sha256(material.encode()).hexdigest()[:24]
|
||||
for old in pending_dir.glob(f"idle-{digest}*"):
|
||||
old.unlink(missing_ok=True)
|
||||
handoff_path = pending_dir / f"idle-{digest}-{uuid.uuid4().hex[:8]}.json"
|
||||
temporary_path = handoff_path.with_suffix(".tmp")
|
||||
temporary_path.write_text(
|
||||
json.dumps({
|
||||
"hook_input": hook_input,
|
||||
"reason": "idle",
|
||||
"delay_seconds": delay,
|
||||
}),
|
||||
encoding="utf-8",
|
||||
)
|
||||
temporary_path.replace(handoff_path)
|
||||
_launch_handoff(handoff_path)
|
||||
return True
|
||||
|
||||
|
||||
def log_failure(exc: Exception) -> None:
|
||||
try:
|
||||
log_path = data_dir() / "plugin-errors.log"
|
||||
with log_path.open("a", encoding="utf-8") as handle:
|
||||
handle.write(f"{time.time():.3f} {type(exc).__name__}: {exc}\n")
|
||||
except OSError:
|
||||
pass
|
||||
|
||||
|
||||
def run(
|
||||
*,
|
||||
record_stop_fn=None,
|
||||
extra_actions: dict | None = None,
|
||||
data_dir_env: str = "MEM0_PLUGIN_DATA_DIR",
|
||||
automatic_flush_reasons: set | None = None,
|
||||
) -> int:
|
||||
if record_stop_fn is None:
|
||||
record_stop_fn = default_record_stop
|
||||
if automatic_flush_reasons is None:
|
||||
automatic_flush_reasons = {"session-end"}
|
||||
|
||||
base_actions = ["session-start", "user-prompt", "post-tool", "stop", "flush"]
|
||||
all_actions = base_actions + list((extra_actions or {}).keys())
|
||||
|
||||
parser = argparse.ArgumentParser()
|
||||
parser.add_argument("action", choices=all_actions)
|
||||
parser.add_argument("--reason", default="manual")
|
||||
parser.add_argument("--plugin-data-dir", default="")
|
||||
parser.add_argument("--harness", default="")
|
||||
args = parser.parse_args()
|
||||
|
||||
if args.harness:
|
||||
configure_harness(args.harness)
|
||||
telemetry.init(harness=args.harness)
|
||||
|
||||
if args.plugin_data_dir:
|
||||
os.environ[data_dir_env] = args.plugin_data_dir
|
||||
|
||||
cache_plugin_api_key()
|
||||
if args.action == "session-start":
|
||||
clear_stale_api_key_cache()
|
||||
|
||||
hook_input = read_hook_input()
|
||||
store = EvidenceStore()
|
||||
try:
|
||||
if store.is_paused():
|
||||
if args.action == "session-start":
|
||||
refresh_pending_handoffs()
|
||||
telemetry.record("session_start", paused=True)
|
||||
telemetry.spawn_flush()
|
||||
return 0
|
||||
|
||||
if args.action == "session-start":
|
||||
if telemetry.is_first_run():
|
||||
telemetry.record("install")
|
||||
recovered = recover_pending_handoffs()
|
||||
record_session_start(store, hook_input)
|
||||
if recovered:
|
||||
telemetry.record("handoff_recovered", count=recovered)
|
||||
telemetry.spawn_flush()
|
||||
elif args.action == "user-prompt":
|
||||
output = first_prompt_memory_output(store, hook_input)
|
||||
if output:
|
||||
print(json.dumps(output))
|
||||
elif args.action == "post-tool":
|
||||
record_tool(store, hook_input)
|
||||
elif args.action == "stop":
|
||||
repo, session_id = record_stop_fn(store, hook_input)
|
||||
if not schedule_periodic_checkpoint(store, hook_input, repo, session_id):
|
||||
schedule_idle_flush(store, hook_input, repo, session_id)
|
||||
elif args.action == "flush":
|
||||
automatic = args.reason in automatic_flush_reasons
|
||||
if automatic and not automatic_flush_enabled():
|
||||
return 0
|
||||
if args.reason == "session-end":
|
||||
record_stop_fn(store, hook_input)
|
||||
if os.environ.get("MEM0_CODE_SYNC_FLUSH") == "1":
|
||||
print(json.dumps(checkpoint_session(store, hook_input, args.reason)))
|
||||
else:
|
||||
session_id = str(hook_input.get("session_id") or "unknown-session")
|
||||
repo = store.repo_for_session(session_id, hook_input.get("cwd"))
|
||||
already_running = store.has_inflight_flush(repo.identity, session_id)
|
||||
if already_running and args.reason == "session-end":
|
||||
hand_off_flush(hook_input, args.reason, wait_for_inflight=True)
|
||||
elif not already_running and store.prepare_flush(
|
||||
repo, session_id, args.reason,
|
||||
) is not None:
|
||||
hand_off_flush(hook_input, args.reason)
|
||||
elif extra_actions and args.action in extra_actions:
|
||||
result = extra_actions[args.action](store, hook_input)
|
||||
if result:
|
||||
print(json.dumps(result))
|
||||
finally:
|
||||
store.close()
|
||||
return 0
|
||||
|
||||
|
||||
def entry_point(
|
||||
*,
|
||||
record_stop_fn=None,
|
||||
extra_actions: dict | None = None,
|
||||
data_dir_env: str = "MEM0_PLUGIN_DATA_DIR",
|
||||
automatic_flush_reasons: set | None = None,
|
||||
) -> None:
|
||||
try:
|
||||
raise SystemExit(run(
|
||||
record_stop_fn=record_stop_fn,
|
||||
extra_actions=extra_actions,
|
||||
data_dir_env=data_dir_env,
|
||||
automatic_flush_reasons=automatic_flush_reasons,
|
||||
))
|
||||
except Exception as exc:
|
||||
log_failure(exc)
|
||||
raise SystemExit(0)
|
||||
|
||||
|
||||
if __name__ == "__main__":
|
||||
entry_point()
|
||||
@@ -1,5 +1,5 @@
|
||||
#!/usr/bin/env python3
|
||||
"""Expose Mem0's memory search as one local Claude Code tool."""
|
||||
"""Expose Mem0's memory search as one local coding-agent tool."""
|
||||
|
||||
from __future__ import annotations
|
||||
|
||||
@@ -11,13 +11,13 @@ from typing import Any
|
||||
import telemetry
|
||||
from memory_core import (
|
||||
CODING_MEMORY_CATEGORY_NAMES,
|
||||
PLUGIN_VERSION,
|
||||
SEARCH_SCOPES,
|
||||
format_search_result,
|
||||
resolve_repo,
|
||||
SEARCH_SCOPES,
|
||||
search_memories,
|
||||
)
|
||||
|
||||
|
||||
PROTOCOL_VERSION = "2024-11-05"
|
||||
TOOL_NAME = "search_memories"
|
||||
TOOL_DESCRIPTION = (
|
||||
@@ -30,8 +30,7 @@ TOOL_DESCRIPTION = (
|
||||
"invocation works. The scope argument changes what is searched: 'repo' "
|
||||
"(default) is the whole repository's shared memory plus your own "
|
||||
"preferences, 'dir' narrows the shared part to the directory you are "
|
||||
"working in, and 'mine' is your preferences alone. Pass run_id to look "
|
||||
"at one earlier Claude Code session only."
|
||||
"working in, and 'mine' is your preferences alone."
|
||||
)
|
||||
TOOL_SCHEMA = {
|
||||
"type": "object",
|
||||
@@ -65,8 +64,10 @@ TOOL_SCHEMA = {
|
||||
"run_id": {
|
||||
"type": "string",
|
||||
"minLength": 1,
|
||||
"maxLength": 200,
|
||||
"description": "Optional Claude Code session ID. Restricts the search to memories written from that session.",
|
||||
"description": (
|
||||
"Optional coding-agent session ID. With any scope, restricts results to memories "
|
||||
"saved in that session. Omit to recall memories across sessions."
|
||||
),
|
||||
},
|
||||
},
|
||||
"required": ["query"],
|
||||
@@ -110,16 +111,17 @@ def _validate_arguments(
|
||||
raise ToolInputError(f"scope must be one of {list(SEARCH_SCOPES)}.")
|
||||
|
||||
run_id = arguments.get("run_id")
|
||||
if run_id is not None and (
|
||||
not isinstance(run_id, str) or not run_id.strip() or len(run_id) > 200
|
||||
):
|
||||
raise ToolInputError("run_id must be a non-empty string of at most 200 characters.")
|
||||
if run_id is not None:
|
||||
if not isinstance(run_id, str) or not run_id.strip():
|
||||
raise ToolInputError("run_id must be a non-empty string.")
|
||||
run_id = run_id.strip()
|
||||
|
||||
return query, top_k, category, scope, run_id
|
||||
|
||||
|
||||
def call_search_memories(arguments: Any) -> str:
|
||||
def call_search_memories(arguments: Any, cwd: str | None = None) -> str:
|
||||
query, top_k, category, scope, run_id = _validate_arguments(arguments)
|
||||
repo = resolve_repo(os.environ.get("CLAUDE_PROJECT_DIR") or os.getcwd())
|
||||
repo = resolve_repo(cwd or os.environ.get("CLAUDE_PROJECT_DIR") or os.getcwd())
|
||||
result = search_memories(
|
||||
None,
|
||||
repo,
|
||||
@@ -134,6 +136,19 @@ def call_search_memories(arguments: Any) -> str:
|
||||
return format_search_result(result)
|
||||
|
||||
|
||||
def _workspace_cwd(params: dict[str, Any]) -> str | None:
|
||||
meta = params.get("_meta")
|
||||
if not isinstance(meta, dict):
|
||||
return None
|
||||
metadata = meta.get("x-codex-turn-metadata")
|
||||
if not isinstance(metadata, dict):
|
||||
return None
|
||||
workspaces = metadata.get("workspaces") or {}
|
||||
if isinstance(workspaces, dict):
|
||||
return next((path for path in workspaces if isinstance(path, str) and path), None)
|
||||
return None
|
||||
|
||||
|
||||
def _tool_response(text: str, *, is_error: bool = False) -> dict[str, Any]:
|
||||
return {
|
||||
"content": [{"type": "text", "text": text}],
|
||||
@@ -157,7 +172,7 @@ def handle_request(message: Any) -> dict[str, Any] | None:
|
||||
"result": {
|
||||
"protocolVersion": requested or PROTOCOL_VERSION,
|
||||
"capabilities": {"tools": {"listChanged": False}},
|
||||
"serverInfo": {"name": "mem0", "version": "0.3.0"},
|
||||
"serverInfo": {"name": "mem0", "version": PLUGIN_VERSION},
|
||||
},
|
||||
}
|
||||
if method == "ping":
|
||||
@@ -187,7 +202,9 @@ def handle_request(message: Any) -> dict[str, Any] | None:
|
||||
result = _tool_response("Unknown Mem0 tool.", is_error=True)
|
||||
else:
|
||||
try:
|
||||
result = _tool_response(call_search_memories(params.get("arguments")))
|
||||
result = _tool_response(
|
||||
call_search_memories(params.get("arguments"), _workspace_cwd(params))
|
||||
)
|
||||
except ToolInputError as exc:
|
||||
result = _tool_response(str(exc), is_error=True)
|
||||
except Exception:
|
||||
|
||||
@@ -14,6 +14,7 @@ from memory_core import (
|
||||
data_dir,
|
||||
doctor,
|
||||
forget_remote_repo,
|
||||
configure_harness,
|
||||
resolve_repo,
|
||||
user_id,
|
||||
)
|
||||
@@ -60,6 +61,7 @@ def _print_status(value: dict) -> None:
|
||||
def main() -> int:
|
||||
parser = argparse.ArgumentParser()
|
||||
parser.add_argument("--plugin-data-dir", default="")
|
||||
parser.add_argument("--harness", default="")
|
||||
subparsers = parser.add_subparsers(dest="command", required=True)
|
||||
|
||||
status = subparsers.add_parser("status")
|
||||
@@ -77,6 +79,10 @@ def main() -> int:
|
||||
forget.add_argument("--include-project-memory", action="store_true")
|
||||
|
||||
args = parser.parse_args()
|
||||
if args.harness:
|
||||
source_tag = f"{args.harness.replace('-', '_')}_plugin"
|
||||
configure_harness(args.harness, source_tag=source_tag)
|
||||
telemetry.init(harness=args.harness, source_tag=source_tag.upper())
|
||||
if args.plugin_data_dir:
|
||||
os.environ["MEM0_CODE_DATA_DIR"] = args.plugin_data_dir
|
||||
store = EvidenceStore()
|
||||
|
||||
@@ -1,16 +1,15 @@
|
||||
#!/usr/bin/env python3
|
||||
"""Save useful coding memories and search them in later Claude Code sessions.
|
||||
"""Shared core for Mem0 agent plugins.
|
||||
|
||||
Hooks record small session details locally. When Claude compacts or ends the
|
||||
session, Mem0 sends the useful parts of the session to Mem0 so it can create
|
||||
memories. Claude can search those memories during later work in the repository.
|
||||
Hooks record small session details locally. When the agent compacts or ends the
|
||||
session, Mem0 sends the useful parts to the platform so it can create memories.
|
||||
The agent can search those memories during later work in the repository.
|
||||
"""
|
||||
|
||||
from __future__ import annotations
|
||||
|
||||
import functools
|
||||
import hashlib
|
||||
import html
|
||||
import json
|
||||
import math
|
||||
import os
|
||||
@@ -20,20 +19,46 @@ import subprocess
|
||||
import sys
|
||||
import time
|
||||
import urllib.error
|
||||
import urllib.request
|
||||
import urllib.parse
|
||||
import urllib.request
|
||||
from dataclasses import dataclass
|
||||
from datetime import timezone, datetime
|
||||
from datetime import datetime, timezone
|
||||
from pathlib import Path
|
||||
from typing import Any, Iterable
|
||||
|
||||
import telemetry
|
||||
|
||||
|
||||
DEFAULT_API_URL = "https://api.mem0.ai"
|
||||
PLUGIN_VERSION = "0.3.0"
|
||||
MAX_PROMPT_CHARS = 6000
|
||||
MAX_ASSISTANT_CHARS = 6000
|
||||
PLUGIN_VERSION = "0.3.1"
|
||||
|
||||
_harness_name: str = "generic"
|
||||
_harness_env_prefix: str = "MEM0_PLUGIN"
|
||||
_harness_data_dir_name: str = "mem0-plugin"
|
||||
_harness_source_tag: str = "mem0_plugin"
|
||||
|
||||
|
||||
def configure_harness(
|
||||
name: str,
|
||||
env_prefix: str = "",
|
||||
data_dir_name: str = "",
|
||||
source_tag: str = "",
|
||||
) -> None:
|
||||
global _harness_name, _harness_env_prefix, _harness_data_dir_name, _harness_source_tag
|
||||
_harness_name = name
|
||||
_harness_env_prefix = env_prefix or f"MEM0_{name.upper().replace('-', '_')}"
|
||||
_harness_data_dir_name = data_dir_name or f"{name}-plugin"
|
||||
_harness_source_tag = source_tag or f"{name.replace('-', '_')}_plugin"
|
||||
|
||||
|
||||
def harness_config() -> dict[str, str]:
|
||||
return {
|
||||
"name": _harness_name,
|
||||
"env_prefix": _harness_env_prefix,
|
||||
"data_dir_name": _harness_data_dir_name,
|
||||
"source_tag": _harness_source_tag,
|
||||
}
|
||||
|
||||
|
||||
MAX_COMMAND_CHARS = 2000
|
||||
MAX_RESULT_CHARS = 2500
|
||||
MAX_EPISODE_CHARS = 12000
|
||||
@@ -52,7 +77,7 @@ A completed change should produce one memory explaining the resulting behavior,
|
||||
|
||||
A command that failed and was then made to work should produce one memory naming the failing invocation, the error it returned, and the invocation that succeeded. Do not save one-off errors caused by an edit still in progress, transient network failures, or anything a rerun would fix on its own.
|
||||
|
||||
Use Claude's final response for conclusions about current repository behavior. Do not save proposed or recommended changes unless the user accepted them or Claude completed them. Treat subagent responses as supporting repository evidence, not as decisions.
|
||||
Use the current coding agent's final response for conclusions about current repository behavior. Do not save proposed or recommended changes unless the user accepted them or the coding agent completed them. Treat subagent responses as supporting repository evidence, not as decisions.
|
||||
|
||||
Write about the repository, not the user, assistant, session, or task. Do not save personal preferences. Do not save a memory that only states which repository, branch, or directory the session worked in. Do not include test results, documentation updates, release notes, or temporary state.
|
||||
|
||||
@@ -130,6 +155,11 @@ SECRET_PATTERNS = [
|
||||
r"-----BEGIN [^-]*PRIVATE KEY-----.*?-----END [^-]*PRIVATE KEY-----",
|
||||
re.DOTALL,
|
||||
),
|
||||
re.compile(
|
||||
r'(?i)("(?:api[_-]?key|password|secret(?:[_-]?access[_-]?key)?'
|
||||
r'|(?:access|refresh|session)[_-]?token|token|authorization|credential'
|
||||
r')"\s*:\s*")(?:\\.|[^"\\])*'
|
||||
),
|
||||
]
|
||||
|
||||
|
||||
@@ -213,13 +243,21 @@ def directory_chain(repo: RepoContext) -> list[str]:
|
||||
return ["/".join(parts[: index + 1]) for index in range(len(parts))]
|
||||
|
||||
|
||||
def _shared_project_ids(repo: RepoContext) -> list[str]:
|
||||
"""Current and pre-upgrade namespaces, shared by recall and explicit deletion."""
|
||||
if not repo.identity.startswith("local:") and repo.project_id != repo.app_id:
|
||||
return [repo.project_id, repo.app_id]
|
||||
return [repo.project_id]
|
||||
|
||||
|
||||
def _search_filters(user: str, repo: RepoContext, scope: str) -> dict[str, Any]:
|
||||
"""Build the scope filter: app_id scopes to the repo, then union shared and personal lanes."""
|
||||
app_scope = {"app_id": repo.app_id}
|
||||
mine = {"AND": [{"user_id": user}, app_scope]}
|
||||
if scope == "mine":
|
||||
return mine
|
||||
shared: dict[str, Any] = {"AND": [{"agent_id": repo.project_id}, app_scope]}
|
||||
projects = [{"AND": [{"agent_id": project_id}, app_scope]} for project_id in _shared_project_ids(repo)]
|
||||
shared: dict[str, Any] = projects[0] if len(projects) == 1 else {"OR": projects}
|
||||
if scope == "dir" and repo.directory:
|
||||
shared = {"AND": [shared, {"metadata": {"dirs": {"contains": repo.directory}}}]}
|
||||
return {"OR": [shared, mine]}
|
||||
@@ -297,9 +335,9 @@ class RepoContext:
|
||||
|
||||
|
||||
def _project_id(root: str, identity: str, app_id: str) -> str:
|
||||
"""The shared namespace: the repository, or a folder path hashed so same-named folders stay apart."""
|
||||
"""The shared namespace: includes a host hash so repos with the same owner/name on different hosts stay apart."""
|
||||
if not identity.startswith("local:"):
|
||||
return app_id
|
||||
return f"{app_id}-{hashlib.sha256(identity.encode()).hexdigest()[:10]}"
|
||||
return f"local-{app_id}-{hashlib.sha256(root.encode()).hexdigest()[:10]}"
|
||||
|
||||
|
||||
@@ -345,8 +383,8 @@ def resolve_repo(cwd: str | None) -> RepoContext:
|
||||
def api_key() -> str:
|
||||
configured = (
|
||||
os.environ.get("MEM0_API_KEY")
|
||||
or os.environ.get("PLUGIN_OPTION_API_KEY")
|
||||
or os.environ.get("CLAUDE_PLUGIN_OPTION_API_KEY")
|
||||
# Compatibility with the pre-marketplace development harness.
|
||||
or os.environ.get("CLAUDE_PLUGIN_OPTION_MEM0_API_KEY")
|
||||
or ""
|
||||
).strip()
|
||||
@@ -359,9 +397,10 @@ def api_key() -> str:
|
||||
|
||||
|
||||
def cache_plugin_api_key() -> bool:
|
||||
"""Bridge Claude's hook-only sensitive config into plugin-owned storage."""
|
||||
"""Bridge host's hook-only sensitive config into plugin-owned storage."""
|
||||
configured = (
|
||||
os.environ.get("CLAUDE_PLUGIN_OPTION_API_KEY")
|
||||
os.environ.get("PLUGIN_OPTION_API_KEY")
|
||||
or os.environ.get("CLAUDE_PLUGIN_OPTION_API_KEY")
|
||||
or os.environ.get("CLAUDE_PLUGIN_OPTION_MEM0_API_KEY")
|
||||
or ""
|
||||
).strip()
|
||||
@@ -394,6 +433,7 @@ def clear_stale_api_key_cache() -> bool:
|
||||
"""Drop the cached key file once every configured key source is gone."""
|
||||
configured = (
|
||||
os.environ.get("MEM0_API_KEY")
|
||||
or os.environ.get("PLUGIN_OPTION_API_KEY")
|
||||
or os.environ.get("CLAUDE_PLUGIN_OPTION_API_KEY")
|
||||
or os.environ.get("CLAUDE_PLUGIN_OPTION_MEM0_API_KEY")
|
||||
or ""
|
||||
@@ -411,7 +451,7 @@ def clear_stale_api_key_cache() -> bool:
|
||||
|
||||
|
||||
def detached_process_kwargs(platform: str | None = None) -> dict:
|
||||
"""Keep a spawned worker alive after Claude Code exits, on POSIX and Windows."""
|
||||
"""Keep a spawned worker alive after the coding agent exits, on POSIX and Windows."""
|
||||
if (platform or sys.platform) == "win32":
|
||||
return {
|
||||
"creationflags": subprocess.DETACHED_PROCESS
|
||||
@@ -422,7 +462,8 @@ def detached_process_kwargs(platform: str | None = None) -> dict:
|
||||
|
||||
def _plugin_option(name: str, fallback: str = "") -> str:
|
||||
return (
|
||||
os.environ.get(f"CLAUDE_PLUGIN_OPTION_{name.upper()}")
|
||||
os.environ.get(f"PLUGIN_OPTION_{name.upper()}")
|
||||
or os.environ.get(f"CLAUDE_PLUGIN_OPTION_{name.upper()}")
|
||||
or os.environ.get(fallback)
|
||||
or ""
|
||||
).strip()
|
||||
@@ -440,11 +481,14 @@ def user_id() -> str:
|
||||
|
||||
|
||||
def data_dir() -> Path:
|
||||
configured = os.environ.get("MEM0_CODE_DATA_DIR") or os.environ.get(
|
||||
"CLAUDE_PLUGIN_DATA"
|
||||
configured = (
|
||||
os.environ.get("MEM0_CODE_DATA_DIR")
|
||||
or os.environ.get("MEM0_PLUGIN_DATA_DIR")
|
||||
or os.environ.get("PLUGIN_DATA")
|
||||
or os.environ.get("CLAUDE_PLUGIN_DATA")
|
||||
)
|
||||
return (
|
||||
Path(configured).expanduser() if configured else Path.home() / ".mem0" / "claude-code-plugin"
|
||||
Path(configured).expanduser() if configured else Path.home() / ".mem0" / _harness_data_dir_name
|
||||
)
|
||||
|
||||
|
||||
@@ -464,316 +508,11 @@ def _int_option(name: str, fallback: str, default: int) -> int:
|
||||
|
||||
|
||||
|
||||
def _message_content_text(content: Any) -> str:
|
||||
"""Return visible text from one Claude transcript message."""
|
||||
if isinstance(content, str):
|
||||
return redact(content).strip()
|
||||
if not isinstance(content, list):
|
||||
return ""
|
||||
parts = []
|
||||
for block in content:
|
||||
if not isinstance(block, dict) or block.get("type") != "text":
|
||||
continue
|
||||
text = redact(block.get("text", "")).strip()
|
||||
if text:
|
||||
parts.append(text)
|
||||
return "\n\n".join(parts)
|
||||
|
||||
|
||||
def _transcript_rows(
|
||||
path: str, offset: int = 0
|
||||
) -> tuple[list[dict[str, Any]], int, bool]:
|
||||
"""Parse transcript rows from a byte offset, returning rows, end offset, and whether the offset was honored."""
|
||||
if not path:
|
||||
return [], 0, False
|
||||
rows = []
|
||||
try:
|
||||
resolved = Path(path).expanduser()
|
||||
if not 0 <= offset <= resolved.stat().st_size:
|
||||
offset = 0
|
||||
end = offset
|
||||
with resolved.open("rb") as handle:
|
||||
handle.seek(offset)
|
||||
for line in handle:
|
||||
if not line.endswith(b"\n"):
|
||||
break
|
||||
end += len(line)
|
||||
try:
|
||||
row = json.loads(line.decode("utf-8", errors="replace"))
|
||||
except json.JSONDecodeError:
|
||||
continue
|
||||
if isinstance(row, dict) and row.get("uuid"):
|
||||
rows.append(row)
|
||||
except OSError:
|
||||
return [], offset, False
|
||||
return rows, end, offset > 0
|
||||
|
||||
|
||||
def _active_transcript_chain(
|
||||
rows: list[dict[str, Any]], session_id: str
|
||||
) -> list[dict[str, Any]]:
|
||||
"""Follow the current Claude conversation branch from its latest record."""
|
||||
by_uuid = {str(row["uuid"]): row for row in rows if row.get("uuid")}
|
||||
leaf = next(
|
||||
(
|
||||
row
|
||||
for row in reversed(rows)
|
||||
if not row.get("isSidechain")
|
||||
and str(row.get("sessionId") or "") == session_id
|
||||
),
|
||||
None,
|
||||
)
|
||||
if leaf is None:
|
||||
return []
|
||||
|
||||
chain = []
|
||||
seen = set()
|
||||
current = leaf
|
||||
while current is not None:
|
||||
uuid = str(current.get("uuid") or "")
|
||||
if not uuid or uuid in seen:
|
||||
break
|
||||
seen.add(uuid)
|
||||
chain.append(current)
|
||||
current = by_uuid.get(str(current.get("parentUuid") or ""))
|
||||
chain.reverse()
|
||||
return chain
|
||||
|
||||
|
||||
def _human_prompt_text(row: dict[str, Any]) -> str:
|
||||
if row.get("type") != "user":
|
||||
return ""
|
||||
origin = row.get("origin") or {}
|
||||
if isinstance(origin, dict) and origin.get("kind") not in {None, "human"}:
|
||||
return ""
|
||||
message = row.get("message") or {}
|
||||
content = message.get("content") if isinstance(message, dict) else None
|
||||
if not isinstance(content, str):
|
||||
return ""
|
||||
text = redact(content).strip()
|
||||
if text.startswith("<!-- attach -->"):
|
||||
text = text.removeprefix("<!-- attach -->").strip()
|
||||
ignored_prefixes = (
|
||||
"<local-command-caveat>",
|
||||
"<local-command-stdout>",
|
||||
"<local-command-stderr>",
|
||||
"<command-name>",
|
||||
"<system-reminder>",
|
||||
"<task-notification>",
|
||||
)
|
||||
return "" if text.startswith(ignored_prefixes) else text
|
||||
|
||||
|
||||
def _xml_value(text: str, tag: str) -> str:
|
||||
match = re.search(fr"<{tag}>(.*?)</{tag}>", text, re.DOTALL)
|
||||
return html.unescape(match.group(1).strip()) if match else ""
|
||||
|
||||
|
||||
def _agent_assignment(tool_input: dict[str, Any]) -> str:
|
||||
prompt = redact(tool_input.get("prompt", "")).strip()
|
||||
if not prompt:
|
||||
return ""
|
||||
agent_type = redact(tool_input.get("subagent_type", "agent")).strip() or "agent"
|
||||
description = redact(tool_input.get("description", "")).strip()
|
||||
heading = f"Subagent assignment ({agent_type}"
|
||||
if description:
|
||||
heading += f": {description}"
|
||||
return f"{heading}):\n{prompt}"
|
||||
|
||||
|
||||
def _agent_response(tool_input: dict[str, Any], result: str) -> str:
|
||||
result = redact(result).strip()
|
||||
if not result or result.startswith("Async agent launched successfully."):
|
||||
return ""
|
||||
agent_type = redact(tool_input.get("subagent_type", "agent")).strip() or "agent"
|
||||
description = redact(tool_input.get("description", "")).strip()
|
||||
heading = f"Subagent response ({agent_type}"
|
||||
if description:
|
||||
heading += f": {description}"
|
||||
return f"{heading}):\n{result}"
|
||||
|
||||
|
||||
def _tool_result_text(block: dict[str, Any]) -> str:
|
||||
return _message_content_text(block.get("content"))
|
||||
|
||||
|
||||
def transcript_extraction_messages(
|
||||
transcript_path: str,
|
||||
session_id: str,
|
||||
*,
|
||||
previous_leaf_uuid: str = "",
|
||||
prompt_hint: str = "",
|
||||
fallback_assistant_message: str = "",
|
||||
label_final_response: bool = False,
|
||||
start_offset: int = 0,
|
||||
) -> tuple[list[dict[str, str]], str, int]:
|
||||
"""Read the meaningful part of the current Claude exchange.
|
||||
|
||||
The returned messages contain human prompts, visible Claude text, accepted
|
||||
plans, answers collected through AskUserQuestion, and completed native
|
||||
subagent assignments and responses. Raw tool output and hidden reasoning
|
||||
are deliberately excluded.
|
||||
"""
|
||||
rows, end_offset, resumed = _transcript_rows(transcript_path, start_offset)
|
||||
chain = _active_transcript_chain(rows, session_id)
|
||||
if not chain:
|
||||
if resumed:
|
||||
return [], previous_leaf_uuid, end_offset
|
||||
fallback = redact(fallback_assistant_message).strip()
|
||||
return (
|
||||
([{"role": "assistant", "content": f"Main Claude response:\n{fallback}"}]
|
||||
if fallback
|
||||
else []),
|
||||
"",
|
||||
end_offset,
|
||||
)
|
||||
|
||||
leaf_uuid = str(chain[-1].get("uuid") or "")
|
||||
if previous_leaf_uuid and leaf_uuid == previous_leaf_uuid:
|
||||
return [], leaf_uuid, end_offset
|
||||
start = 0
|
||||
if previous_leaf_uuid:
|
||||
for index, row in enumerate(chain):
|
||||
if str(row.get("uuid") or "") == previous_leaf_uuid:
|
||||
start = index + 1
|
||||
break
|
||||
else:
|
||||
previous_leaf_uuid = ""
|
||||
if not previous_leaf_uuid and not resumed:
|
||||
prompt_hint = redact(prompt_hint).strip()
|
||||
candidates = [
|
||||
index
|
||||
for index, row in enumerate(chain)
|
||||
if _human_prompt_text(row)
|
||||
and (
|
||||
not prompt_hint
|
||||
or _human_prompt_text(row) == prompt_hint
|
||||
)
|
||||
]
|
||||
task_notifications = [
|
||||
index
|
||||
for index, row in enumerate(chain)
|
||||
if isinstance((row.get("message") or {}).get("content"), str)
|
||||
and (row.get("message") or {})["content"].startswith("<task-notification>")
|
||||
]
|
||||
if candidates:
|
||||
start = candidates[-1]
|
||||
elif task_notifications:
|
||||
start = task_notifications[-1]
|
||||
|
||||
tool_uses: dict[str, tuple[str, dict[str, Any]]] = {}
|
||||
for row in chain:
|
||||
message = row.get("message") or {}
|
||||
content = message.get("content") if isinstance(message, dict) else None
|
||||
if not isinstance(content, list):
|
||||
continue
|
||||
for block in content:
|
||||
if not isinstance(block, dict) or block.get("type") != "tool_use":
|
||||
continue
|
||||
tool_id = str(block.get("id") or "")
|
||||
tool_input = block.get("input") or {}
|
||||
if tool_id and isinstance(tool_input, dict):
|
||||
tool_uses[tool_id] = (str(block.get("name") or ""), tool_input)
|
||||
|
||||
output: list[dict[str, str]] = []
|
||||
|
||||
def append(role: str, content: str) -> None:
|
||||
content = redact(content).strip()
|
||||
if content:
|
||||
output.append({"role": role, "content": content})
|
||||
|
||||
for row in chain[start:]:
|
||||
message = row.get("message") or {}
|
||||
if not isinstance(message, dict):
|
||||
continue
|
||||
role = str(message.get("role") or "")
|
||||
content = message.get("content")
|
||||
|
||||
if role == "user" and isinstance(content, str):
|
||||
if content.startswith("<task-notification>"):
|
||||
if _xml_value(content, "status") != "completed":
|
||||
continue
|
||||
tool_id = _xml_value(content, "tool-use-id")
|
||||
tool = tool_uses.get(tool_id)
|
||||
result = _xml_value(content, "result")
|
||||
if tool and tool[0] == "Agent" and result:
|
||||
assignment = _agent_assignment(tool[1])
|
||||
response = _agent_response(tool[1], result)
|
||||
append("assistant", assignment)
|
||||
append("assistant", response)
|
||||
continue
|
||||
human = _human_prompt_text(row)
|
||||
if human:
|
||||
append("user", human)
|
||||
continue
|
||||
|
||||
if not isinstance(content, list):
|
||||
continue
|
||||
for block in content:
|
||||
if not isinstance(block, dict):
|
||||
continue
|
||||
block_type = block.get("type")
|
||||
if role == "assistant" and block_type == "text":
|
||||
append("assistant", str(block.get("text") or ""))
|
||||
continue
|
||||
if role != "user" or block_type != "tool_result":
|
||||
continue
|
||||
|
||||
tool_id = str(block.get("tool_use_id") or "")
|
||||
tool = tool_uses.get(tool_id)
|
||||
if not tool:
|
||||
continue
|
||||
name, tool_input = tool
|
||||
result = _tool_result_text(block)
|
||||
failed = bool(block.get("is_error"))
|
||||
if name == "Agent" and not failed:
|
||||
response = _agent_response(tool_input, result)
|
||||
if response:
|
||||
append("assistant", _agent_assignment(tool_input))
|
||||
append("assistant", response)
|
||||
elif name == "AskUserQuestion" and result and not failed:
|
||||
append("user", f"User answers to Claude's questions:\n{result}")
|
||||
elif name == "ExitPlanMode" and not failed:
|
||||
plan = redact(tool_input.get("plan", "")).strip()
|
||||
if plan:
|
||||
append("assistant", f"Approved implementation plan:\n{plan}")
|
||||
|
||||
fallback = redact(fallback_assistant_message).strip()
|
||||
if fallback:
|
||||
labeled = f"Main Claude response:\n{fallback}"
|
||||
for message in reversed(output):
|
||||
if message["role"] == "assistant" and message["content"] == fallback:
|
||||
message["content"] = labeled
|
||||
break
|
||||
else:
|
||||
append("assistant", labeled)
|
||||
elif label_final_response:
|
||||
last_message = chain[-1].get("message") or {}
|
||||
last_content = (
|
||||
last_message.get("content") if isinstance(last_message, dict) else None
|
||||
)
|
||||
final_parts = [
|
||||
redact(block.get("text", "")).strip()
|
||||
for block in (last_content if isinstance(last_content, list) else [])
|
||||
if isinstance(block, dict)
|
||||
and block.get("type") == "text"
|
||||
and redact(block.get("text", "")).strip()
|
||||
]
|
||||
for start in range(len(output) - len(final_parts), -1, -1):
|
||||
candidate = output[start : start + len(final_parts)]
|
||||
if final_parts and [item["content"] for item in candidate] == final_parts:
|
||||
candidate[0]["content"] = (
|
||||
f"Main Claude response:\n{candidate[0]['content']}"
|
||||
)
|
||||
break
|
||||
return output, leaf_uuid, end_offset
|
||||
|
||||
|
||||
def _checkpoint_message(event: dict[str, Any]) -> str:
|
||||
kind = event.get("kind")
|
||||
payload = event.get("payload") or {}
|
||||
if kind == "user_prompt":
|
||||
return bounded(payload.get("text", ""), MAX_PROMPT_CHARS)
|
||||
return redact(payload.get("text", "")).strip()
|
||||
if kind == "assistant_stop":
|
||||
transcript_messages = payload.get("transcript_messages") or []
|
||||
if isinstance(transcript_messages, list):
|
||||
@@ -784,9 +523,9 @@ def _checkpoint_message(event: dict[str, Any]) -> str:
|
||||
)
|
||||
if text:
|
||||
return text
|
||||
return bounded(payload.get("text", ""), MAX_ASSISTANT_CHARS)
|
||||
return redact(payload.get("text", "")).strip()
|
||||
if kind == "sidekick_stop":
|
||||
return bounded(payload.get("final_message", ""), MAX_ASSISTANT_CHARS)
|
||||
return redact(payload.get("final_message", "")).strip()
|
||||
return ""
|
||||
|
||||
|
||||
@@ -998,8 +737,27 @@ class EvidenceStore:
|
||||
self.conn.commit()
|
||||
return int(cursor.lastrowid)
|
||||
|
||||
def record_assistant_response(self, repo: RepoContext, session_id: str, message: str) -> None:
|
||||
"""Ignore repeated response hooks until another prompt or a different answer arrives."""
|
||||
with self.conn:
|
||||
# Serialize the check and insert across concurrent Stop and SessionEnd hooks.
|
||||
self.conn.execute("BEGIN IMMEDIATE")
|
||||
previous = self.conn.execute(
|
||||
"""SELECT kind, payload_json FROM events
|
||||
WHERE repo_id = ? AND session_id = ? AND kind IN ('user_prompt', 'assistant_stop')
|
||||
ORDER BY id DESC LIMIT 1""",
|
||||
(repo.identity, session_id),
|
||||
).fetchone()
|
||||
if (
|
||||
previous is not None
|
||||
and previous["kind"] == "assistant_stop"
|
||||
and json.loads(previous["payload_json"]).get("text") == message
|
||||
):
|
||||
return
|
||||
self.record_event(repo, session_id, "assistant_stop", {"text": message})
|
||||
|
||||
def repo_for_session(self, session_id: str, cwd: str | None) -> RepoContext:
|
||||
"""Keep one project scope for every hook in a Claude Code session."""
|
||||
"""Keep one project scope for every hook in a coding-agent session."""
|
||||
current = resolve_repo(cwd)
|
||||
if session_id == "unknown-session":
|
||||
return current
|
||||
@@ -1041,78 +799,77 @@ class EvidenceStore:
|
||||
def prepare_flush(
|
||||
self, repo: RepoContext, session_id: str, reason: str
|
||||
) -> tuple[str, list[dict[str, Any]]] | None:
|
||||
existing = self.conn.execute(
|
||||
"""SELECT * FROM flushes
|
||||
WHERE repo_id = ? AND session_id = ?
|
||||
AND status NOT IN ('semantic-succeeded', 'explicitly-stored', 'gave-up')
|
||||
ORDER BY created_at LIMIT 1""",
|
||||
(repo.identity, session_id),
|
||||
).fetchone()
|
||||
if existing and int(existing["attempts"] or 0) >= MAX_FLUSH_ATTEMPTS:
|
||||
with self.conn:
|
||||
with self.conn:
|
||||
self.conn.execute("BEGIN IMMEDIATE")
|
||||
existing = self.conn.execute(
|
||||
"""SELECT * FROM flushes
|
||||
WHERE repo_id = ? AND session_id = ?
|
||||
AND status NOT IN ('semantic-succeeded', 'explicitly-stored', 'gave-up')
|
||||
ORDER BY created_at LIMIT 1""",
|
||||
(repo.identity, session_id),
|
||||
).fetchone()
|
||||
if existing and int(existing["attempts"] or 0) >= MAX_FLUSH_ATTEMPTS:
|
||||
self.conn.execute(
|
||||
"UPDATE flushes SET status = 'gave-up', updated_at = ? WHERE packet_id = ?",
|
||||
(utc_now(), existing["packet_id"]),
|
||||
)
|
||||
telemetry.record(
|
||||
"flush",
|
||||
repo=repo,
|
||||
session_id=session_id,
|
||||
reason=reason,
|
||||
status="gave-up",
|
||||
success=False,
|
||||
attempts=int(existing["attempts"] or 0),
|
||||
)
|
||||
existing = None
|
||||
if existing:
|
||||
if reason != "periodic" and existing["reason"] == "periodic":
|
||||
with self.conn:
|
||||
telemetry.record(
|
||||
"flush",
|
||||
repo=repo,
|
||||
session_id=session_id,
|
||||
reason=reason,
|
||||
status="gave-up",
|
||||
success=False,
|
||||
attempts=int(existing["attempts"] or 0),
|
||||
)
|
||||
existing = None
|
||||
if existing:
|
||||
if reason != "periodic" and existing["reason"] == "periodic":
|
||||
self.conn.execute(
|
||||
"UPDATE flushes SET reason = ?, updated_at = ? WHERE packet_id = ?",
|
||||
(reason, utc_now(), existing["packet_id"]),
|
||||
)
|
||||
existing_rows = self.conn.execute(
|
||||
"SELECT * FROM events WHERE flush_id = ? ORDER BY id",
|
||||
(existing["packet_id"],),
|
||||
existing_rows = self.conn.execute(
|
||||
"SELECT * FROM events WHERE flush_id = ? ORDER BY id",
|
||||
(existing["packet_id"],),
|
||||
).fetchall()
|
||||
if existing_rows:
|
||||
return str(existing["packet_id"]), [
|
||||
{
|
||||
"id": row["id"],
|
||||
"created_at": row["created_at"],
|
||||
"kind": row["kind"],
|
||||
"payload": json.loads(row["payload_json"]),
|
||||
}
|
||||
for row in existing_rows
|
||||
]
|
||||
|
||||
rows = self.conn.execute(
|
||||
"""SELECT * FROM events
|
||||
WHERE repo_id = ? AND session_id = ? AND flush_id IS NULL
|
||||
ORDER BY id""",
|
||||
(repo.identity, session_id),
|
||||
).fetchall()
|
||||
if existing_rows:
|
||||
return str(existing["packet_id"]), [
|
||||
{
|
||||
"id": row["id"],
|
||||
"created_at": row["created_at"],
|
||||
"kind": row["kind"],
|
||||
"payload": json.loads(row["payload_json"]),
|
||||
}
|
||||
for row in existing_rows
|
||||
]
|
||||
if not rows:
|
||||
return None
|
||||
|
||||
rows = self.conn.execute(
|
||||
"""SELECT * FROM events
|
||||
WHERE repo_id = ? AND session_id = ? AND flush_id IS NULL
|
||||
ORDER BY id""",
|
||||
(repo.identity, session_id),
|
||||
).fetchall()
|
||||
if not rows:
|
||||
return None
|
||||
events = [
|
||||
{
|
||||
"id": row["id"],
|
||||
"created_at": row["created_at"],
|
||||
"kind": row["kind"],
|
||||
"payload": json.loads(row["payload_json"]),
|
||||
}
|
||||
for row in rows
|
||||
]
|
||||
events = select_checkpoint_events(events, force=reason != "periodic")
|
||||
if not events:
|
||||
return None
|
||||
event_start, event_end = events[0]["id"], events[-1]["id"]
|
||||
packet_material = f"{repo.identity}\0{session_id}\0{event_start}\0{event_end}"
|
||||
packet_id = hashlib.sha256(packet_material.encode()).hexdigest()[:32]
|
||||
now = utc_now()
|
||||
|
||||
events = [
|
||||
{
|
||||
"id": row["id"],
|
||||
"created_at": row["created_at"],
|
||||
"kind": row["kind"],
|
||||
"payload": json.loads(row["payload_json"]),
|
||||
}
|
||||
for row in rows
|
||||
]
|
||||
events = select_checkpoint_events(events, force=reason != "periodic")
|
||||
if not events:
|
||||
return None
|
||||
event_start, event_end = events[0]["id"], events[-1]["id"]
|
||||
packet_material = f"{repo.identity}\0{session_id}\0{event_start}\0{event_end}"
|
||||
packet_id = hashlib.sha256(packet_material.encode()).hexdigest()[:32]
|
||||
now = utc_now()
|
||||
|
||||
with self.conn:
|
||||
self.conn.execute(
|
||||
"""INSERT OR IGNORE INTO flushes
|
||||
(packet_id, repo_id, app_id, session_id, reason, event_start,
|
||||
@@ -1137,7 +894,7 @@ class EvidenceStore:
|
||||
f"WHERE id IN ({placeholders}) AND flush_id IS NULL",
|
||||
(packet_id, *event_ids),
|
||||
)
|
||||
return packet_id, events
|
||||
return packet_id, events
|
||||
|
||||
def checkpoint_due(self, repo_id: str, session_id: str) -> bool:
|
||||
if self.has_inflight_flush(repo_id, session_id):
|
||||
@@ -1318,9 +1075,19 @@ class EvidenceStore:
|
||||
agent_type: str,
|
||||
transcript_path: str,
|
||||
final_message: str,
|
||||
) -> None:
|
||||
) -> str:
|
||||
now = utc_now()
|
||||
with self.conn:
|
||||
self.conn.execute("BEGIN IMMEDIATE")
|
||||
try:
|
||||
if not agent_id:
|
||||
rows = self.conn.execute(
|
||||
"""SELECT agent_id FROM sidekick_runs
|
||||
WHERE repo_id = ? AND session_id = ? AND agent_type = ? AND stopped_at IS NULL
|
||||
LIMIT 2""",
|
||||
(repo.identity, session_id, agent_type),
|
||||
).fetchall()
|
||||
# Without a host ID, overlapping runs cannot be correlated reliably.
|
||||
agent_id = rows[0]["agent_id"] if len(rows) == 1 else f"unknown-agent-{time.time_ns()}"
|
||||
self.conn.execute(
|
||||
"""INSERT INTO sidekick_runs
|
||||
(repo_id, session_id, agent_id, agent_type, started_at,
|
||||
@@ -1338,9 +1105,14 @@ class EvidenceStore:
|
||||
now,
|
||||
now,
|
||||
bounded(transcript_path, 2000),
|
||||
bounded(final_message, MAX_ASSISTANT_CHARS),
|
||||
redact(final_message).strip(),
|
||||
),
|
||||
)
|
||||
self.conn.commit()
|
||||
except Exception:
|
||||
self.conn.rollback()
|
||||
raise
|
||||
return agent_id
|
||||
|
||||
def operation(
|
||||
self,
|
||||
@@ -1518,7 +1290,7 @@ def record_user_prompt(
|
||||
) -> tuple[RepoContext, str, str, bool]:
|
||||
session_id = _session_id(hook_input)
|
||||
repo = store.repo_for_session(session_id, hook_input.get("cwd"))
|
||||
prompt = bounded(hook_input.get("prompt", ""), MAX_PROMPT_CHARS)
|
||||
prompt = redact(hook_input.get("prompt", "")).strip()
|
||||
is_first_prompt = not store.has_event(repo.identity, session_id, "user_prompt")
|
||||
store.record_event(repo, session_id, "user_prompt", {"text": prompt})
|
||||
return repo, session_id, prompt, is_first_prompt
|
||||
@@ -1543,7 +1315,7 @@ def _tool_result_preview(response: Any) -> str:
|
||||
return bounded(response, MAX_RESULT_CHARS)
|
||||
|
||||
|
||||
def tool_payload(hook_input: dict[str, Any], *, failed: bool = False) -> dict[str, Any]:
|
||||
def tool_payload(hook_input: dict[str, Any], *, failed: bool | None = False) -> dict[str, Any]:
|
||||
name = str(hook_input.get("tool_name") or "unknown")
|
||||
tool_input = hook_input.get("tool_input") or {}
|
||||
if not isinstance(tool_input, dict):
|
||||
@@ -1597,7 +1369,7 @@ def tool_payload(hook_input: dict[str, Any], *, failed: bool = False) -> dict[st
|
||||
|
||||
|
||||
def record_tool(
|
||||
store: EvidenceStore, hook_input: dict[str, Any], *, failed: bool = False
|
||||
store: EvidenceStore, hook_input: dict[str, Any], *, failed: bool | None = False
|
||||
) -> None:
|
||||
session_id = _session_id(hook_input)
|
||||
repo = store.repo_for_session(session_id, hook_input.get("cwd"))
|
||||
@@ -1612,51 +1384,8 @@ def record_tool(
|
||||
)
|
||||
|
||||
|
||||
def record_stop(
|
||||
store: EvidenceStore, hook_input: dict[str, Any]
|
||||
) -> tuple[RepoContext, str]:
|
||||
session_id = _session_id(hook_input)
|
||||
repo = store.repo_for_session(session_id, hook_input.get("cwd"))
|
||||
message = bounded(hook_input.get("last_assistant_message", ""), MAX_ASSISTANT_CHARS)
|
||||
previous_stop = store.latest_event_payload(
|
||||
repo.identity, session_id, "assistant_stop"
|
||||
)
|
||||
latest_prompt = store.latest_event_payload(repo.identity, session_id, "user_prompt")
|
||||
transcript_path = str(hook_input.get("transcript_path") or "")
|
||||
previous_offset = previous_stop.get("transcript_offset")
|
||||
start_offset = (
|
||||
previous_offset
|
||||
if isinstance(previous_offset, int)
|
||||
and str(previous_stop.get("transcript_path") or "") == transcript_path
|
||||
else 0
|
||||
)
|
||||
transcript_messages, leaf_uuid, end_offset = transcript_extraction_messages(
|
||||
transcript_path,
|
||||
session_id,
|
||||
previous_leaf_uuid=str(previous_stop.get("transcript_leaf_uuid") or ""),
|
||||
prompt_hint=str(latest_prompt.get("text") or ""),
|
||||
fallback_assistant_message=message,
|
||||
label_final_response=True,
|
||||
start_offset=start_offset,
|
||||
)
|
||||
if transcript_messages:
|
||||
payload: dict[str, Any] = {
|
||||
"text": message,
|
||||
"transcript_messages": transcript_messages,
|
||||
}
|
||||
if leaf_uuid:
|
||||
payload["transcript_leaf_uuid"] = leaf_uuid
|
||||
if transcript_path:
|
||||
payload["transcript_path"] = transcript_path
|
||||
payload["transcript_offset"] = end_offset
|
||||
store.record_event(
|
||||
repo, session_id, "assistant_stop", payload
|
||||
)
|
||||
return repo, session_id
|
||||
|
||||
|
||||
def record_sidekick_start(
|
||||
store: EvidenceStore, hook_input: dict[str, Any]
|
||||
store: EvidenceStore, hook_input: dict[str, Any], *, inject_context: bool = True
|
||||
) -> str:
|
||||
"""Record a native sidekick and reuse the main turn's retrieved memories."""
|
||||
session_id = _session_id(hook_input)
|
||||
@@ -1666,6 +1395,8 @@ def record_sidekick_start(
|
||||
context = combine_context(
|
||||
format_context(store.injected_memories(session_id, repo.identity))
|
||||
)
|
||||
if not inject_context:
|
||||
context = ""
|
||||
first_start = store.start_sidekick(
|
||||
repo, session_id, agent_id, agent_type, len(context)
|
||||
)
|
||||
@@ -1694,13 +1425,11 @@ def record_sidekick_start(
|
||||
def record_sidekick_stop(store: EvidenceStore, hook_input: dict[str, Any]) -> None:
|
||||
session_id = _session_id(hook_input)
|
||||
repo = store.repo_for_session(session_id, hook_input.get("cwd"))
|
||||
agent_id = bounded(hook_input.get("agent_id", "unknown-agent"), 200)
|
||||
agent_type = bounded(hook_input.get("agent_type", "mem0:sidekick"), 200)
|
||||
final_message = bounded(
|
||||
hook_input.get("last_assistant_message", ""), MAX_ASSISTANT_CHARS
|
||||
)
|
||||
agent_id = bounded(hook_input.get("agent_id", ""), 200)
|
||||
final_message = redact(hook_input.get("last_assistant_message", "")).strip()
|
||||
transcript_path = bounded(hook_input.get("agent_transcript_path", ""), 2000)
|
||||
store.stop_sidekick(
|
||||
agent_id = store.stop_sidekick(
|
||||
repo,
|
||||
session_id,
|
||||
agent_id,
|
||||
@@ -1775,17 +1504,17 @@ def build_episode(
|
||||
task_outcome: str = "",
|
||||
) -> tuple[str, dict[str, Any]]:
|
||||
prompts = [
|
||||
bounded(e["payload"].get("text", ""), MAX_PROMPT_CHARS)
|
||||
redact(e["payload"].get("text", "")).strip()
|
||||
for e in events
|
||||
if e["kind"] == "user_prompt" and e["payload"].get("text")
|
||||
]
|
||||
assistant_conclusions = [
|
||||
bounded(e["payload"].get("text", ""), MAX_ASSISTANT_CHARS)
|
||||
redact(e["payload"].get("text", "")).strip()
|
||||
for e in events
|
||||
if e["kind"] == "assistant_stop" and e["payload"].get("text")
|
||||
]
|
||||
sidekick_outcomes = [
|
||||
bounded(e["payload"].get("final_message", ""), MAX_ASSISTANT_CHARS)
|
||||
redact(e["payload"].get("final_message", "")).strip()
|
||||
for e in events
|
||||
if e["kind"] == "sidekick_stop" and e["payload"].get("final_message")
|
||||
]
|
||||
@@ -1812,7 +1541,7 @@ def build_episode(
|
||||
{
|
||||
"command": t.get("command", ""),
|
||||
"kind": t.get("command_kind", "shell"),
|
||||
"status": "failed" if t.get("failed") else "succeeded",
|
||||
"status": "unknown" if t.get("failed", False) is None else "failed" if t.get("failed") else "succeeded",
|
||||
"result": t.get("result_preview", ""),
|
||||
}
|
||||
for t in tools
|
||||
@@ -1820,10 +1549,7 @@ def build_episode(
|
||||
]
|
||||
|
||||
task = bounded(canonical_task or (prompts[0] if prompts else ""), 4000)
|
||||
conclusion = bounded(
|
||||
assistant_conclusions[-1] if assistant_conclusions else "",
|
||||
MAX_ASSISTANT_CHARS,
|
||||
)
|
||||
conclusion = redact(assistant_conclusions[-1] if assistant_conclusions else "").strip()
|
||||
outcome = bounded(task_outcome, 2000)
|
||||
|
||||
extraction_messages: list[dict[str, str]] = []
|
||||
@@ -1835,16 +1561,14 @@ def build_episode(
|
||||
pending_user_messages.append(
|
||||
{
|
||||
"role": "user",
|
||||
"content": bounded(
|
||||
event["payload"].get("text", ""), MAX_PROMPT_CHARS
|
||||
),
|
||||
"content": redact(event["payload"].get("text", "")).strip(),
|
||||
}
|
||||
)
|
||||
elif event["kind"] == "assistant_stop":
|
||||
transcript_messages = event["payload"].get("transcript_messages") or []
|
||||
if isinstance(transcript_messages, list) and transcript_messages:
|
||||
transcript_users = {
|
||||
str(message.get("content") or "").strip()
|
||||
redact(message.get("content") or "").strip()
|
||||
for message in transcript_messages
|
||||
if isinstance(message, dict) and message.get("role") == "user"
|
||||
}
|
||||
@@ -1856,7 +1580,7 @@ def build_episode(
|
||||
extraction_messages.extend(
|
||||
{
|
||||
"role": str(message.get("role") or ""),
|
||||
"content": str(message.get("content") or ""),
|
||||
"content": redact(message.get("content") or "").strip(),
|
||||
}
|
||||
for message in transcript_messages
|
||||
if isinstance(message, dict)
|
||||
@@ -1869,10 +1593,7 @@ def build_episode(
|
||||
extraction_messages.append(
|
||||
{
|
||||
"role": "assistant",
|
||||
"content": bounded(
|
||||
event["payload"].get("text", ""),
|
||||
MAX_ASSISTANT_CHARS,
|
||||
),
|
||||
"content": redact(event["payload"].get("text", "")).strip(),
|
||||
}
|
||||
)
|
||||
pending_user_messages = []
|
||||
@@ -1972,7 +1693,7 @@ def build_extraction_messages(structured: dict[str, Any]) -> list[dict[str, str]
|
||||
"""Build the session messages sent to Mem0 for memory extraction."""
|
||||
evidence = build_semantic_evidence(structured)
|
||||
messages = [
|
||||
{"role": message["role"], "content": message["content"]}
|
||||
{"role": message["role"], "content": redact(message["content"]).strip()}
|
||||
for message in structured.get("extraction_messages", [])
|
||||
if message.get("role") in {"user", "assistant"} and message.get("content")
|
||||
]
|
||||
@@ -2014,7 +1735,7 @@ def extraction_message_batches(
|
||||
*,
|
||||
max_tokens: int = MAX_EXTRACTION_INPUT_TOKENS,
|
||||
) -> list[list[dict[str, str]]]:
|
||||
"""Split large extraction input without cutting messages or agent pairs."""
|
||||
"""Keep exchanges together when possible; split oversized messages to enforce the request budget."""
|
||||
if not messages or _message_tokens(messages) <= max_tokens:
|
||||
return [messages]
|
||||
|
||||
@@ -2047,9 +1768,29 @@ def extraction_message_batches(
|
||||
units.append([message])
|
||||
index += 1
|
||||
|
||||
bounded_units: list[list[dict[str, str]]] = []
|
||||
for unit in units:
|
||||
if _message_tokens(unit) <= max_tokens:
|
||||
bounded_units.append(unit)
|
||||
continue
|
||||
for message in unit:
|
||||
remaining = message["content"]
|
||||
while remaining:
|
||||
low, high = 0, len(remaining)
|
||||
while low < high:
|
||||
middle = (low + high + 1) // 2
|
||||
if _message_tokens([{**message, "content": remaining[:middle]}]) <= max_tokens:
|
||||
low = middle
|
||||
else:
|
||||
high = middle - 1
|
||||
if low == 0:
|
||||
raise ValueError("Extraction token budget cannot fit a message")
|
||||
bounded_units.append([{**message, "content": remaining[:low]}])
|
||||
remaining = remaining[low:]
|
||||
|
||||
batches: list[list[dict[str, str]]] = []
|
||||
batch: list[dict[str, str]] = []
|
||||
for unit in units:
|
||||
for unit in bounded_units:
|
||||
candidate = [*batch, *unit]
|
||||
if batch and _message_tokens(candidate) > max_tokens:
|
||||
batches.append(batch)
|
||||
@@ -2152,6 +1893,11 @@ def _wait_for_event(api_url: str, key: str, event_id: str) -> tuple[str, int, in
|
||||
key,
|
||||
min(10, poll_seconds + 5),
|
||||
)
|
||||
except urllib.error.HTTPError as exc:
|
||||
if exc.code not in {408, 429} and exc.code < 500:
|
||||
raise
|
||||
time.sleep(poll_seconds)
|
||||
continue
|
||||
except (urllib.error.URLError, TimeoutError, OSError):
|
||||
# The extraction job is durable server-side. A transient polling
|
||||
# failure must not discard a job that may still complete normally.
|
||||
@@ -2217,7 +1963,7 @@ def flush_session(
|
||||
task_outcome=bounded(hook_input.get("task_outcome", ""), 2000),
|
||||
)
|
||||
|
||||
metadata = {"source": "claude_code_plugin"}
|
||||
metadata = {"source": _harness_source_tag}
|
||||
if repo.branch and repo.branch not in {"detached", "unknown"}:
|
||||
metadata["branch"] = repo.branch
|
||||
if repo.head_sha:
|
||||
@@ -2684,7 +2430,7 @@ def format_context(
|
||||
|
||||
|
||||
def format_search_result(result: MemorySearchResult) -> str:
|
||||
"""Return only the text Claude needs from an explicit memory search."""
|
||||
"""Return only the text the coding agent needs from an explicit memory search."""
|
||||
if not result.succeeded:
|
||||
return "Memory search failed."
|
||||
if result.memories:
|
||||
@@ -2731,7 +2477,11 @@ def _scoped_memory_ids(
|
||||
app_id_prefix=prefix,
|
||||
)
|
||||
if include_project:
|
||||
_collect_memory_ids(api_url, key, {"agent_id": repo.project_id}, ids, seen)
|
||||
for project_id in _shared_project_ids(repo):
|
||||
_collect_memory_ids(
|
||||
api_url, key, {"agent_id": project_id}, ids, seen,
|
||||
app_id_prefix=prefix,
|
||||
)
|
||||
return ids
|
||||
|
||||
|
||||
|
||||
@@ -1,5 +1,5 @@
|
||||
#!/usr/bin/env python3
|
||||
"""Anonymous usage telemetry for the Mem0 Claude Code plugin.
|
||||
"""Anonymous usage telemetry for Mem0 agent plugins.
|
||||
|
||||
Hooks run on a 3-6 second budget and fire on every tool call, so recording never
|
||||
touches the network: `record` appends one JSON line to a local spool and returns.
|
||||
@@ -29,6 +29,38 @@ from typing import Any
|
||||
|
||||
import memory_core
|
||||
|
||||
_harness: str = "generic"
|
||||
_source_tag: str = "MEM0_PLUGIN"
|
||||
_PRIVATE_KEYS = {
|
||||
"apikey",
|
||||
"authorization",
|
||||
"password",
|
||||
"query",
|
||||
"secret",
|
||||
"prompt",
|
||||
"token",
|
||||
"text",
|
||||
"memory",
|
||||
"message",
|
||||
"error",
|
||||
"path",
|
||||
"cwd",
|
||||
"userid",
|
||||
"agentid",
|
||||
"runid",
|
||||
"repoid",
|
||||
"repositoryid",
|
||||
"projectid",
|
||||
"appid",
|
||||
"filters",
|
||||
}
|
||||
|
||||
|
||||
def init(harness: str = "generic", source_tag: str = "") -> None:
|
||||
global _harness, _source_tag
|
||||
_harness = harness
|
||||
_source_tag = source_tag or f"MEM0_{harness.upper().replace('-', '_')}_PLUGIN"
|
||||
|
||||
POSTHOG_API_KEY = "phc_hgJkUVJFYtmaJqrvf6CYN67TIQ8yhXAkWzUn9AMU4yX"
|
||||
POSTHOG_CAPTURE_URL = "https://us.i.posthog.com/i/v0/e/"
|
||||
POSTHOG_BATCH_URL = "https://us.i.posthog.com/batch/"
|
||||
@@ -54,6 +86,23 @@ def _digest(value: str, length: int = 16) -> str:
|
||||
return hashlib.sha256(value.encode("utf-8")).hexdigest()[:length]
|
||||
|
||||
|
||||
def _safe_value(value: Any) -> Any:
|
||||
if isinstance(value, str):
|
||||
return memory_core.redact(value)
|
||||
if isinstance(value, dict):
|
||||
return {
|
||||
key: _safe_value(item)
|
||||
for key, item in value.items()
|
||||
if "".join(character for character in str(key).lower() if character.isalnum())
|
||||
not in _PRIVATE_KEYS
|
||||
}
|
||||
if isinstance(value, (list, tuple)):
|
||||
return [_safe_value(item) for item in value]
|
||||
if value is None or isinstance(value, (bool, int, float)):
|
||||
return value
|
||||
return memory_core.redact(value)
|
||||
|
||||
|
||||
def _spool_path() -> Path:
|
||||
return memory_core.data_dir() / "telemetry.jsonl"
|
||||
|
||||
@@ -118,8 +167,9 @@ def record(
|
||||
return
|
||||
except OSError:
|
||||
pass
|
||||
properties = _safe_value(properties)
|
||||
properties.update(
|
||||
harness="claude-code",
|
||||
harness=_harness,
|
||||
plugin_version=memory_core.PLUGIN_VERSION,
|
||||
os=sys.platform,
|
||||
python_version=platform.python_version(),
|
||||
@@ -316,7 +366,7 @@ def flush() -> int:
|
||||
"distinct_id": distinct_id,
|
||||
"timestamp": event.get("timestamp"),
|
||||
"properties": {
|
||||
"source": "CLAUDE_CODE_PLUGIN",
|
||||
"source": _source_tag,
|
||||
"language": "python",
|
||||
"$process_person_profile": False,
|
||||
"$lib": "posthog-python",
|
||||
|
||||
Some files were not shown because too many files have changed in this diff Show More
Reference in New Issue
Block a user