refactor(integrations): shared agent plugin runtimes and native adapters (#7203)

2026-09-08 23:32:25 +05:30
parent dae67f74f5
commit 73e7b8763a
369 changed files with 31056 additions and 20464 deletions
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+---
+name: mem0-search
+description: Searches memories and displays compact one-liner results, or looks up a specific memory by ID. Use for quick memory lookups, checking if a decision was recorded, resolving [mem0:id] citations, or browsing memories without full category detail.
+---
+
+# Mem0 Search
+
+Quick search with compact output. Lighter than `/mem0-tour`.
+
+## Execution
+
+### Step 1: Parse query
+
+The user provides a search query: `/mem0-search auth middleware`
+
+If no query provided, ask: "What should I search for?"
+
+**Memory ID detection:** If the query matches any of these patterns, treat it as a
+direct memory ID lookup instead of a search:
+- Bare hex: `^[a-f0-9]{8}$` (short ID) or `^[a-f0-9]{8}-[a-f0-9-]+$` (full UUID)
+- Citation ref: `[mem0:<hex>]` — extract the hex portion
+
+When an ID is detected:
+1. Call `get_memory(<id>)` directly (if short ID, try as prefix of full UUID)
+2. If found, skip to Step 3 and display the single result
+3. If not found, fall through to search using the ID as query text
+
+### Step 2: Search
+
+Run 2 parallel `search_memories` calls:
+
+1. Broad: `query=<user's query>`, `filters={"AND": [{"user_id": "<id>"}, {"app_id": "<pid>"}]}`, `top_k=10`, `rerank=true`
+2. Targeted: `query=<user's query>`, `filters={"AND": [{"user_id": "<id>"}, {"app_id": "<pid>"}, {"metadata": {"type": "decision"}}]}`, `top_k=5`, `rerank=true`
+
+### Step 3: Display
+
+Deduplicate by ID, then show compact results:
+
+```
+## mem0 search: "<query>" (<N> results)
+
+1. [decision] Auth module uses JWT with RS256 keys (2025-05-15) [mem0:a3f8b2c1]
+2. [anti_pattern] Don't use symmetric HS256 — leaked in env (2025-05-10) [mem0:7e2d9f4a]
+3. [convention] All middleware in src/middleware/ (2025-05-08) [mem0:c4d5e6f7]
+```
+
+Format: `<number>. [<type>] <content, 80 chars> (<date>) [mem0:<short_id>]`
+
+If no results:
+```
+No memories matching "<query>" for project <project_id>.
+```
+
+## Output formatting
+
+IMPORTANT: Do NOT use markdown in your output. OpenCode TUI renders text verbatim — markdown like **bold**, ## headers, and | table | syntax appears as raw characters. Use plain text with indentation for structure. Use dashes for lists. Use spaces to align columns instead of markdown tables.