feat(mem0-plugin): onboarding, project scoping, identity banner (#5207)

mem0-plugin/.claude-plugin/plugin.json

@@ -1,6 +1,6 @@
 {
   "name": "mem0",
-  "version": "0.1.3",
+  "version": "0.2.0",
   "description": "Mem0 memory layer for AI applications. Add persistent memory, personalization, and semantic search to Claude workflows using the Mem0 Platform MCP server.",
   "author": {
     "name": "Mem0",

mem0-plugin/.codex-plugin/plugin.json

@@ -1,6 +1,6 @@
 {
   "name": "mem0",
-  "version": "0.1.1",
+  "version": "0.2.0",
   "description": "Mem0 memory layer for AI applications. Add persistent memory, personalization, and semantic search to Codex workflows using the Mem0 Platform MCP server.",
   "author": {
     "name": "Mem0",

mem0-plugin/.cursor-plugin/plugin.json

@@ -1,6 +1,6 @@
 {
   "name": "mem0",
-  "version": "0.1.1",
+  "version": "0.2.0",
   "description": "Mem0 memory layer for AI applications. Add persistent memory, personalization, and semantic search using the Mem0 Platform MCP server.",
   "author": {
     "name": "Mem0",

mem0-plugin/CHANGELOG.md

@@ -2,6 +2,26 @@
 
 All notable changes to the Mem0 plugin will be documented in this file.
 
+## 0.2.0
+
+### Added
+
+- **Project-scoped memories:** Deterministic `project_id` from git remote (`_project.sh` / `_project.py`). Memories are now isolated per-repo via `metadata.project_id` on every `add_memory` and `search_memories` call. Same repo cloned twice → same `project_id`.
+- **Branch-aware tagging:** `metadata.branch` stamped on session-state and compact-summary memories. Enables branch-scoped recall (e.g. "what was I doing on feature/auth-rewrite?").
+- **Auto-import of project files:** SessionStart detects CLAUDE.md, AGENTS.md, .cursorrules, .windsurfrules, mem0.md — hashes them (SHA-256), imports changed files as `project_profile` memories. Idempotent across sessions.
+- **Active identity banner:** SessionStart now prints `user=X | project=Y | branch=Z | memories=N` instead of a silent bootstrap.
+- **Session-end report:** Stop hook prints `Session: wrote N memories, retrieved M. Categories touched: ...` and appends to `~/.mem0/session-log.md`.
+- **`/mem0:onboard` skill:** Post-install wizard — verifies API key, detects and imports project files, installs coding categories, prints setup summary. 30 seconds to value.
+- **`/mem0:tour` skill:** Shows all memories for the current project grouped by category. Proof-of-value demo.
+- **`/mem0:switch-project` skill:** Manual `project_id` override for monorepos and non-git directories. Persists to `~/.mem0/project_map.json`.
+- **Session stats tracker** (`session_stats.py`): Tracks memory adds/searches per session for the end-of-session report.
+
+### Changed
+
+- All hooks and `mem0-mcp/SKILL.md` now include `project_id` in every filter and metadata example.
+- SessionStart banner replaces the previous "## Mem0 Identity" block with a compact one-liner.
+- `on_pre_compact.py` and `capture_compact_summary.py` now include `project_id` and `branch` in stored metadata.
+
 ## 0.1.3
 
 ### Fixed

mem0-plugin/hooks/codex-hooks.json

@@ -24,6 +24,18 @@
         ]
       }
     ],
+    "PostToolUse": [
+      {
+        "matcher": "mcp__mem0__",
+        "hooks": [
+          {
+            "type": "command",
+            "command": "${CODEX_PLUGIN_ROOT}/scripts/on_post_tool_use.sh",
+            "timeout": 3
+          }
+        ]
+      }
+    ],
     "Stop": [
       {
         "hooks": [

mem0-plugin/hooks/cursor-hooks.json

@@ -2,30 +2,37 @@
   "hooks": {
     "sessionStart": [
       {
-        "command": "${CURSOR_PLUGIN_ROOT}/scripts/on_session_start.sh",
+        "command": "${CURSOR_PLUGIN_ROOT}/scripts/on_session_start_cursor.sh",
         "matcher": "startup|resume|compact"
       }
     ],
     "preToolUse": [
       {
-        "command": "${CURSOR_PLUGIN_ROOT}/scripts/block_memory_write.sh",
+        "command": "${CURSOR_PLUGIN_ROOT}/scripts/block_memory_write_cursor.sh",
         "matcher": "Write|Edit"
       }
     ],
+    "postToolUse": [
+      {
+        "command": "${CURSOR_PLUGIN_ROOT}/scripts/on_post_tool_use_cursor.sh",
+        "matcher": "mcp__mem0__",
+        "timeout": 3
+      }
+    ],
     "preCompact": [
       {
-        "command": "${CURSOR_PLUGIN_ROOT}/scripts/on_pre_compact.sh"
+        "command": "${CURSOR_PLUGIN_ROOT}/scripts/on_pre_compact_cursor.sh"
       }
     ],
     "stop": [
       {
-        "command": "${CURSOR_PLUGIN_ROOT}/scripts/on_stop.sh",
+        "command": "${CURSOR_PLUGIN_ROOT}/scripts/on_stop_cursor.sh",
         "timeout": 10
       }
     ],
     "beforeSubmitPrompt": [
       {
-        "command": "${CURSOR_PLUGIN_ROOT}/scripts/on_user_prompt.sh",
+        "command": "${CURSOR_PLUGIN_ROOT}/scripts/on_user_prompt_cursor.sh",
         "timeout": 5
       }
     ]

mem0-plugin/hooks/hooks.json

@@ -23,6 +23,18 @@
         ]
       }
     ],
+    "PostToolUse": [
+      {
+        "matcher": "mcp__mem0__",
+        "hooks": [
+          {
+            "type": "command",
+            "command": "${CLAUDE_PLUGIN_ROOT}/scripts/on_post_tool_use.sh",
+            "timeout": 3
+          }
+        ]
+      }
+    ],
     "PreCompact": [
       {
         "hooks": [

mem0-plugin/scripts/_identity.py

@@ -15,3 +15,16 @@ def resolve_user_id() -> str:
     if explicit:
         return explicit
     return os.environ.get("USER") or "default"
+
+
+try:
+    from _project import resolve_branch, resolve_project_id, save_project_mapping
+except ImportError:
+    def resolve_project_id() -> str:
+        return os.path.basename(os.getcwd())
+
+    def resolve_branch() -> str:
+        return "unknown"
+
+    def save_project_mapping(cwd: str, project_id: str) -> None:
+        pass

mem0-plugin/scripts/_identity.sh

@@ -14,3 +14,6 @@ _mem0_resolve_identity() {
 
 MEM0_RESOLVED_USER_ID="$(_mem0_resolve_identity)"
 export MEM0_RESOLVED_USER_ID
+
+# Also resolve project context
+. "$( cd "$(dirname "${BASH_SOURCE[0]:-$0}")" && pwd )/_project.sh"

mem0-plugin/scripts/_project.py

@@ -0,0 +1,130 @@
+"""Resolve mem0 project_id and branch.
+
+Resolution priority (project_id):
+  1. MEM0_PROJECT_ID env var (explicit override)
+  2. ~/.mem0/project_map.json lookup by cwd
+  3. Git remote slug: strip protocol/prefix, strip .git, replace / and : with -
+     e.g. git@github.com:mem0ai/mem0.git -> mem0ai-mem0
+  4. Fallback: basename of cwd
+"""
+
+from __future__ import annotations
+
+import json
+import os
+import re
+import subprocess
+
+
+def resolve_project_id(cwd: str | None = None) -> str:
+    if cwd is None:
+        cwd = os.getcwd()
+
+    # 1. Explicit override
+    explicit = os.environ.get("MEM0_PROJECT_ID", "").strip()
+    if explicit:
+        return explicit
+
+    # 2. project_map.json lookup
+    map_path = os.path.expanduser("~/.mem0/project_map.json")
+    if os.path.isfile(map_path):
+        try:
+            with open(map_path) as f:
+                project_map = json.load(f)
+            mapped = project_map.get(cwd, "").strip()
+            if mapped:
+                return mapped
+        except (OSError, json.JSONDecodeError, AttributeError):
+            pass
+
+    # 3. Git remote slug
+    try:
+        result = subprocess.run(
+            ["git", "remote", "get-url", "origin"],
+            capture_output=True,
+            text=True,
+            check=True,
+            cwd=cwd,
+        )
+        remote_url = result.stdout.strip()
+        if remote_url:
+            slug = _remote_url_to_slug(remote_url)
+            if slug:
+                return slug
+    except (subprocess.CalledProcessError, OSError):
+        pass
+
+    # 4. Fallback: basename of cwd
+    return os.path.basename(cwd) or "unknown"
+
+
+def resolve_branch(cwd: str | None = None) -> str:
+    if cwd is None:
+        cwd = os.getcwd()
+    try:
+        result = subprocess.run(
+            ["git", "branch", "--show-current"],
+            capture_output=True,
+            text=True,
+            check=True,
+            cwd=cwd,
+        )
+        branch = result.stdout.strip()
+        return branch if branch else "unknown"
+    except (subprocess.CalledProcessError, OSError):
+        return "unknown"
+
+
+def save_project_mapping(cwd: str, project_id: str) -> None:
+    """Write cwd -> project_id into ~/.mem0/project_map.json."""
+    mem0_dir = os.path.expanduser("~/.mem0")
+    os.makedirs(mem0_dir, exist_ok=True)
+    map_path = os.path.join(mem0_dir, "project_map.json")
+    project_map: dict[str, str] = {}
+    if os.path.isfile(map_path):
+        try:
+            with open(map_path) as f:
+                project_map = json.load(f)
+        except (OSError, json.JSONDecodeError):
+            project_map = {}
+    project_map[cwd] = project_id
+    with open(map_path, "w") as f:
+        json.dump(project_map, f, indent=2)
+
+
+def _remote_url_to_slug(url: str) -> str:
+    """Convert a git remote URL to a deterministic slug.
+
+    Handles:
+      - HTTPS:  https://github.com/owner/repo.git
+      - SSH:    git@github.com:owner/repo.git
+      - SSH:    git@github.com-alias:owner/repo.git  (custom host aliases)
+      - ssh://: ssh://git@github.com/owner/repo.git
+      - git://: git://github.com/owner/repo.git
+    """
+    slug = url.strip()
+    # Strip .git suffix
+    if slug.endswith(".git"):
+        slug = slug[:-4]
+    # Strip protocol prefixes
+    for prefix in ("https://", "http://", "ssh://", "git://"):
+        if slug.startswith(prefix):
+            slug = slug[len(prefix):]
+            break
+    else:
+        # Handle git@ style (no protocol prefix matched)
+        slug = re.sub(r"^git@", "", slug)
+    # Replace the first colon (SSH host:path separator) with /
+    slug = slug.replace(":", "/", 1)
+    # Split on / and take last two components (owner, repo)
+    parts = [p for p in slug.split("/") if p]
+    if len(parts) >= 2:
+        owner, repo = parts[-2], parts[-1]
+        slug = f"{owner}-{repo}"
+    elif parts:
+        slug = parts[-1]
+    else:
+        return ""
+    # Replace any remaining / and : with -
+    slug = slug.replace("/", "-").replace(":", "-")
+    return slug

mem0-plugin/scripts/_project.sh

@@ -0,0 +1,71 @@
+# Source this file. Sets MEM0_PROJECT_ID and MEM0_BRANCH.
+#
+# Resolution priority (project_id):
+#   1. MEM0_PROJECT_ID env var (explicit override)
+#   2. ~/.mem0/project_map.json lookup by $PWD (requires jq)
+#   3. Git remote slug: strip protocol/prefix, strip .git, replace / and : with -
+#      e.g. git@github.com:mem0ai/mem0.git -> mem0ai-mem0
+#   4. Fallback: basename of $PWD
+#
+# Branch resolution:
+#   git branch --show-current, fallback "unknown"
+
+_mem0_resolve_project_id() {
+  # 1. Explicit override
+  if [ -n "${MEM0_PROJECT_ID:-}" ]; then
+    printf '%s' "$MEM0_PROJECT_ID"
+    return
+  fi
+
+  # 2. project_map.json lookup by $PWD
+  _mem0_map="$HOME/.mem0/project_map.json"
+  if [ -f "$_mem0_map" ] && command -v jq >/dev/null 2>&1; then
+    _mem0_mapped=$(jq -r --arg cwd "$PWD" '.[$cwd] // empty' "$_mem0_map" 2>/dev/null)
+    if [ -n "$_mem0_mapped" ]; then
+      printf '%s' "$_mem0_mapped"
+      return
+    fi
+  fi
+
+  # 3. Git remote slug
+  _mem0_remote_url=$(git remote get-url origin 2>/dev/null)
+  if [ -n "$_mem0_remote_url" ]; then
+    _mem0_slug="$_mem0_remote_url"
+    # Strip .git suffix
+    _mem0_slug="${_mem0_slug%.git}"
+    # Strip protocol prefixes
+    _mem0_slug="${_mem0_slug#https://}"
+    _mem0_slug="${_mem0_slug#http://}"
+    _mem0_slug="${_mem0_slug#ssh://}"
+    _mem0_slug="${_mem0_slug#git://}"
+    _mem0_slug="${_mem0_slug#git@}"
+    # Replace first colon (SSH host:path separator) with /
+    # shellcheck disable=SC2039
+    _mem0_slug="${_mem0_slug/://}"
+    # Keep only the last two path components (owner/repo)
+    _mem0_owner=$(printf '%s' "$_mem0_slug" | awk -F'/' '{print $(NF-1)}')
+    _mem0_repo=$(printf '%s' "$_mem0_slug" | awk -F'/' '{print $NF}')
+    _mem0_slug="${_mem0_owner}-${_mem0_repo}"
+    # Replace any remaining / and : with -
+    # shellcheck disable=SC2039
+    _mem0_slug="${_mem0_slug//\//-}"
+    # shellcheck disable=SC2039
+    _mem0_slug="${_mem0_slug//:/-}"
+    if [ -n "$_mem0_slug" ]; then
+      printf '%s' "$_mem0_slug"
+      return
+    fi
+  fi
+
+  # 4. Fallback: basename of $PWD
+  printf '%s' "$(basename "$PWD")"
+}
+
+_mem0_resolve_branch() {
+  git branch --show-current 2>/dev/null || printf 'unknown'
+}
+
+MEM0_PROJECT_ID="$(_mem0_resolve_project_id)"
+MEM0_BRANCH="$(_mem0_resolve_branch)"
+export MEM0_PROJECT_ID
+export MEM0_BRANCH

mem0-plugin/scripts/auto_import.py

@@ -0,0 +1,188 @@
+#!/usr/bin/env python3
+"""Auto-import declarative project files into mem0.
+
+Runs in the background from the SessionStart hook (startup only).
+Imports CLAUDE.md, AGENTS.md, .cursorrules, .windsurfrules, mem0.md
+into mem0 as project profile memories, skipping unchanged files via
+SHA-256 hashing.
+
+Input:  MEM0_CWD env var (optional, defaults to os.getcwd())
+Output: stderr logs only (exit 0 always — must not block)
+"""
+
+from __future__ import annotations
+
+import hashlib
+import json
+import logging
+import os
+import sys
+import urllib.error
+import urllib.request
+
+sys.path.insert(0, os.path.dirname(os.path.abspath(__file__)))
+from _identity import resolve_user_id
+from _project import resolve_project_id
+
+log = logging.getLogger("mem0-auto-import")
+log.setLevel(logging.DEBUG)
+_handler = logging.StreamHandler(sys.stderr)
+_handler.setFormatter(logging.Formatter("[mem0-auto-import] %(message)s"))
+log.addHandler(_handler)
+
+if os.environ.get("MEM0_DEBUG"):
+    _log_dir = os.path.expanduser("~/.mem0")
+    try:
+        os.makedirs(_log_dir, exist_ok=True)
+        _file_handler = logging.FileHandler(os.path.join(_log_dir, "hooks.log"))
+        _file_handler.setFormatter(logging.Formatter("[mem0-auto-import] %(asctime)s %(message)s"))
+        log.addHandler(_file_handler)
+    except OSError:
+        pass
+
+API_URL = "https://api.mem0.ai"
+MAX_FILE_SIZE = 100_000  # skip files over 100 KB
+TARGET_FILES = ["CLAUDE.md", "AGENTS.md", ".cursorrules", ".windsurfrules", "mem0.md"]
+HASH_STORE = os.path.expanduser("~/.mem0/file_hashes.json")
+
+
+def sha256_file(path: str) -> str:
+    """Return the hex SHA-256 digest of a file."""
+    h = hashlib.sha256()
+    with open(path, "rb") as f:
+        for chunk in iter(lambda: f.read(65536), b""):
+            h.update(chunk)
+    return h.hexdigest()
+
+
+def load_hashes() -> dict[str, str]:
+    """Load the hash store from disk; return empty dict on any error."""
+    if not os.path.isfile(HASH_STORE):
+        return {}
+    try:
+        with open(HASH_STORE) as f:
+            return json.load(f)
+    except (OSError, json.JSONDecodeError):
+        return {}
+
+
+def save_hashes(hashes: dict[str, str]) -> None:
+    """Persist the hash store to disk."""
+    mem0_dir = os.path.expanduser("~/.mem0")
+    os.makedirs(mem0_dir, exist_ok=True)
+    try:
+        with open(HASH_STORE, "w") as f:
+            json.dump(hashes, f, indent=2)
+    except OSError as e:
+        log.warning("Could not save hash store: %s", e)
+
+
+def post_memory(api_key: str, content: str, user_id: str, filename: str, project_id: str) -> bool:
+    """POST a project profile memory to the Mem0 REST API."""
+    body = {
+        "messages": [
+            {
+                "role": "user",
+                "content": f"## Project Profile: {filename}\n\nProject: {project_id}\n\n{content}",
+            }
+        ],
+        "user_id": user_id,
+        "metadata": {
+            "type": "project_profile",
+            "file": filename,
+            "project_id": project_id,
+            "source": "auto-import",
+        },
+        "infer": False,
+    }
+
+    data = json.dumps(body).encode("utf-8")
+    req = urllib.request.Request(
+        f"{API_URL}/v1/memories/",
+        data=data,
+        headers={
+            "Content-Type": "application/json",
+            "Authorization": f"Token {api_key}",
+        },
+        method="POST",
+    )
+
+    try:
+        with urllib.request.urlopen(req, timeout=15) as resp:
+            if resp.status in (200, 201):
+                log.info("Imported %s (project=%s)", filename, project_id)
+                return True
+            log.warning("API returned status %d for %s", resp.status, filename)
+            return False
+    except urllib.error.URLError as e:
+        log.warning("API call failed for %s: %s", filename, e)
+        return False
+
+
+def main() -> None:
+    api_key = os.environ.get("MEM0_API_KEY", "")
+    if not api_key:
+        log.debug("MEM0_API_KEY not set, skipping auto-import")
+        return
+
+    cwd = os.environ.get("MEM0_CWD", "").strip() or os.getcwd()
+    user_id = resolve_user_id()
+    project_id = resolve_project_id(cwd)
+
+    log.debug("Auto-import started: cwd=%s project=%s user=%s", cwd, project_id, user_id)
+
+    hashes = load_hashes()
+    updated = False
+
+    for filename in TARGET_FILES:
+        filepath = os.path.join(cwd, filename)
+
+        if not os.path.isfile(filepath):
+            log.debug("Not found, skipping: %s", filename)
+            continue
+
+        try:
+            file_size = os.path.getsize(filepath)
+        except OSError:
+            log.debug("Cannot stat %s, skipping", filename)
+            continue
+
+        if file_size > MAX_FILE_SIZE:
+            log.debug("Skipping %s: size %d exceeds %d bytes", filename, file_size, MAX_FILE_SIZE)
+            continue
+
+        try:
+            current_hash = sha256_file(filepath)
+        except OSError as e:
+            log.debug("Cannot hash %s: %s", filename, e)
+            continue
+
+        hash_key = f"{project_id}:{filename}"
+        if hashes.get(hash_key) == current_hash:
+            log.debug("Unchanged, skipping: %s", filename)
+            continue
+
+        try:
+            with open(filepath, encoding="utf-8", errors="replace") as f:
+                content = f.read()
+        except OSError as e:
+            log.debug("Cannot read %s: %s", filename, e)
+            continue
+
+        if post_memory(api_key, content, user_id, filename, project_id):
+            hashes[hash_key] = current_hash
+            updated = True
+        # on API failure we don't update the hash — retry next session
+
+    if updated:
+        save_hashes(hashes)
+    else:
+        log.debug("No files imported this run")
+
+
+if __name__ == "__main__":
+    try:
+        main()
+    except Exception as e:
+        log.error("Unexpected error: %s", e)
+    sys.exit(0)

mem0-plugin/scripts/block_memory_write_cursor.sh

@@ -0,0 +1,33 @@
+#!/usr/bin/env bash
+# Hook: preToolUse (Cursor) — blocks writes to MEMORY.md
+#
+# Cursor variant of block_memory_write.sh. Returns JSON:
+# {"permission":"deny","agent_message":"..."} on block,
+# {"permission":"allow"} on pass.
+
+set -uo pipefail
+
+if [ -n "${MEM0_DEBUG:-}" ]; then
+  mkdir -p "$HOME/.mem0" && exec 2>>"$HOME/.mem0/hooks.log"
+fi
+
+INPUT=$(cat)
+
+FILE_PATH=$(echo "$INPUT" | jq -r '.tool_input.file_path // .tool_input.path // ""' 2>/dev/null || echo "")
+
+if [ -z "$FILE_PATH" ]; then
+  jq -cn '{permission:"allow"}'
+  exit 0
+fi
+
+case "$FILE_PATH" in
+  */MEMORY.md|*/.claude/memory/*|*/.cursor/memory/*)
+    jq -cn --arg msg "Do not write to $FILE_PATH. Use the mem0 MCP add_memory tool instead to persist memories." \
+      '{permission:"deny", agent_message:$msg}'
+    exit 0
+    ;;
+  *)
+    jq -cn '{permission:"allow"}'
+    exit 0
+    ;;
+esac

mem0-plugin/scripts/capture_compact_summary.py

@@ -26,6 +26,7 @@ from datetime import date, timedelta
 
 sys.path.insert(0, os.path.dirname(os.path.abspath(__file__)))
 from _identity import resolve_user_id
+from _project import resolve_branch, resolve_project_id
 
 log = logging.getLogger("mem0-compact-summary")
 log.setLevel(logging.DEBUG)
@@ -94,7 +95,7 @@ def find_compact_summary(lines: list[str]) -> str:
     return ""
 
 
-def store_summary(api_key: str, summary: str, user_id: str, session_id: str) -> bool:
+def store_summary(api_key: str, summary: str, user_id: str, session_id: str, project_id: str = "", branch: str = "") -> bool:
     expires = (date.today() + timedelta(days=COMPACT_SUMMARY_EXPIRY_DAYS)).isoformat()
     body = {
         "messages": [{"role": "user", "content": summary}],
@@ -103,6 +104,8 @@ def store_summary(api_key: str, summary: str, user_id: str, session_id: str) ->
             "type": "compact_summary",
             "source": "session-start-compact",
             "session_id": session_id,
+            "project_id": project_id,
+            "branch": branch,
         },
         "infer": False,
         "expiration_date": expires,
@@ -149,6 +152,8 @@ def main():
 
     session_id = hook_input.get("session_id", "")
     user_id = resolve_user_id()
+    project_id = resolve_project_id()
+    branch = resolve_branch()
 
     lines = tail_lines(transcript_path, MAX_TAIL_LINES)
     if not lines:
@@ -161,7 +166,7 @@ def main():
         return
 
     log.info("Capturing compact summary (%d chars)", len(summary))
-    store_summary(api_key, summary, user_id, session_id)
+    store_summary(api_key, summary, user_id, session_id, project_id, branch)
 
 
 if __name__ == "__main__":

mem0-plugin/scripts/on_post_tool_use.sh

@@ -0,0 +1,28 @@
+#!/usr/bin/env bash
+# Hook: PostToolUse — track mem0 MCP tool usage for session stats
+#
+# Fires after any tool call. We only care about mem0 MCP tools:
+#   mcp__mem0__add_memory     → record an add
+#   mcp__mem0__search_memories → record a search
+#
+# Input:  JSON on stdin with tool_name, tool_input, tool_result
+# Output: none (exit 0, non-blocking)
+
+set -uo pipefail
+
+SCRIPT_DIR="$(cd "$(dirname "$0")" && pwd)"
+
+INPUT=$(cat)
+TOOL_NAME=$(echo "$INPUT" | jq -r '.tool_name // ""' 2>/dev/null || echo "")
+
+case "$TOOL_NAME" in
+  mcp__mem0__add_memory)
+    CATEGORY=$(echo "$INPUT" | jq -r '.tool_input.metadata.type // .tool_input.metadata.category // ""' 2>/dev/null || echo "")
+    python3 "$SCRIPT_DIR/session_stats.py" add "$CATEGORY" 2>/dev/null || true
+    ;;
+  mcp__mem0__search_memories|mcp__mem0__get_memories)
+    python3 "$SCRIPT_DIR/session_stats.py" search 2>/dev/null || true
+    ;;
+esac
+
+exit 0

mem0-plugin/scripts/on_post_tool_use_cursor.sh

@@ -0,0 +1,15 @@
+#!/usr/bin/env bash
+# Hook: postToolUse (Cursor) — track mem0 MCP tool usage for session stats
+#
+# Wraps on_post_tool_use.sh. Cursor expects JSON output but PostToolUse
+# has no meaningful return value, so we output {} after tracking.
+
+set -uo pipefail
+
+SCRIPT_DIR="$(cd "$(dirname "$0")" && pwd)"
+
+# Run the shared tracker (output is ignored)
+"$SCRIPT_DIR/on_post_tool_use.sh" 2>/dev/null || true
+
+echo '{}'
+exit 0

mem0-plugin/scripts/on_pre_compact.py

@@ -24,6 +24,7 @@ from datetime import date, timedelta
 
 sys.path.insert(0, os.path.dirname(os.path.abspath(__file__)))
 from _identity import resolve_user_id
+from _project import resolve_branch, resolve_project_id
 
 log = logging.getLogger("mem0-capture")
 log.setLevel(logging.DEBUG)
@@ -167,7 +168,7 @@ def build_content(state: dict, source: str) -> str:
     return "\n".join(parts)
 
 
-def store_memory(api_key: str, content: str, user_id: str, source: str, session_id: str = "") -> bool:
+def store_memory(api_key: str, content: str, user_id: str, source: str, session_id: str = "", project_id: str = "", branch: str = "") -> bool:
     """Store session state as a memory via the Mem0 REST API."""
     expires = (date.today() + timedelta(days=SESSION_STATE_EXPIRY_DAYS)).isoformat()
     body = {
@@ -179,6 +180,8 @@ def store_memory(api_key: str, content: str, user_id: str, source: str, session_
             "type": "session_state",
             "source": source,
             "session_id": session_id,
+            "project_id": project_id,
+            "branch": branch,
         },
         "expiration_date": expires,
     }
@@ -230,6 +233,8 @@ def main():
 
     session_id = hook_input.get("session_id", "")
     user_id = resolve_user_id()
+    project_id = resolve_project_id()
+    branch = resolve_branch()
 
     lines = tail_lines(transcript_path, MAX_TAIL_LINES)
     if not lines:
@@ -250,7 +255,7 @@ def main():
         len(state["bash_commands"]),
     )
 
-    store_memory(api_key, content, user_id, source, session_id)
+    store_memory(api_key, content, user_id, source, session_id, project_id, branch)
 
 
 if __name__ == "__main__":

mem0-plugin/scripts/on_pre_compact.sh

@@ -55,7 +55,7 @@ Tool call shape:
 add_memory(
   messages=[{"role":"user","content":"<the summary above>"}],
   user_id="<the active user_id from the SessionStart bootstrap>",
-  metadata={"type":"session_state","source":"pre-compaction"},
+  metadata={"type":"session_state","source":"pre-compaction","project_id":"<the active project_id>","branch":"<the active branch>"},
   infer=False,
 )
 ```

mem0-plugin/scripts/on_pre_compact_cursor.sh

@@ -0,0 +1,19 @@
+#!/usr/bin/env bash
+# Hook: preCompact (Cursor)
+#
+# Wraps on_pre_compact.sh and converts plain-text output to Cursor's
+# expected JSON format: {"user_message":"<text>"}
+
+set -uo pipefail
+
+SCRIPT_DIR="$(cd "$(dirname "$0")" && pwd)"
+
+TEXT=$("$SCRIPT_DIR/on_pre_compact.sh" 2>/dev/null || echo "")
+
+if [ -z "$TEXT" ]; then
+  echo '{}'
+  exit 0
+fi
+
+jq -cn --arg msg "$TEXT" '{user_message:$msg}'
+exit 0

mem0-plugin/scripts/on_session_start.sh

@@ -25,18 +25,57 @@ SCRIPT_DIR="$(cd "$(dirname "$0")" && pwd)"
 # shellcheck source=_identity.sh
 . "$SCRIPT_DIR/_identity.sh"
 
+# Initialize session stats tracker
+python3 "$SCRIPT_DIR/session_stats.py" init 2>/dev/null || true
+
 INPUT=$(cat)
 SOURCE=$(echo "$INPUT" | jq -r '.source // "startup"' 2>/dev/null || echo "startup")
 
+# Fetch project-scoped memory count (best-effort, don't block on failure, 5s timeout)
+MEM0_COUNT="?"
+if command -v python3 >/dev/null 2>&1; then
+  MEM0_COUNT=$(python3 -c "
+import json, os, urllib.request, urllib.error
+api_key = os.environ.get('MEM0_API_KEY', '')
+user_id = os.environ.get('MEM0_RESOLVED_USER_ID', 'default')
+project_id = os.environ.get('MEM0_PROJECT_ID', '')
+body = json.dumps({
+    'query': 'project context',
+    'user_id': user_id,
+    'filters': {'AND': [{'user_id': user_id}, {'metadata': {'project_id': project_id}}]},
+    'limit': 100,
+}).encode()
+req = urllib.request.Request(
+    'https://api.mem0.ai/v2/memories/search/',
+    data=body,
+    headers={'Authorization': f'Token {api_key}', 'Content-Type': 'application/json'},
+    method='POST',
+)
+try:
+    with urllib.request.urlopen(req, timeout=5) as r:
+        results = json.loads(r.read())
+        if isinstance(results, list):
+            n = len(results)
+            print(f'{n}+' if n >= 100 else str(n))
+        else:
+            print('?')
+except Exception:
+    print('?')
+" 2>/dev/null || echo "?")
+fi
+
 # Identity line is emitted before every bootstrap variant so the agent
 # uses the same user_id the hooks resolved. Without this, the agent's
 # search_memories/add_memory MCP calls may bind to a different bucket
 # than what the hooks write to.
-echo "## Mem0 Identity"
+echo "## Mem0 Active"
 echo ""
-echo "Active user_id: \`$MEM0_RESOLVED_USER_ID\`"
+echo "\`user=$MEM0_RESOLVED_USER_ID | project=$MEM0_PROJECT_ID | branch=$MEM0_BRANCH | memories=$MEM0_COUNT\`"
 echo ""
-echo "Always include \`{\"user_id\": \"$MEM0_RESOLVED_USER_ID\"}\` (wrapped in an \`AND\` clause) in every \`search_memories\` filter and as \`user_id\` on every \`add_memory\` call. This keeps the agent's MCP calls aligned with the bucket the hooks write to."
+echo "Always include \`user_id\` + \`metadata.project_id\` in every \`search_memories\` filter and \`add_memory\` call:"
+echo "- user_id: \`$MEM0_RESOLVED_USER_ID\`"
+echo "- project_id: \`$MEM0_PROJECT_ID\`"
+echo "- branch: \`$MEM0_BRANCH\` (include in session-state / compact-summary metadata)"
 echo ""
 
 if [ "$SOURCE" = "startup" ]; then
@@ -52,6 +91,10 @@ You have access to persistent memory via the mem0 MCP tools. Before doing anythi
 IMPORTANT: Do NOT skip this step. Always bootstrap context first.
 EOF
 
+  # Auto-import declarative project files in background
+  MEM0_CWD="$(echo "$INPUT" | jq -r '.cwd // "."' 2>/dev/null || echo ".")" \
+    python3 "$SCRIPT_DIR/auto_import.py" 2>/dev/null &
+
 elif [ "$SOURCE" = "resume" ]; then
   cat <<'EOF'
 ## Mem0 Session Resumed

mem0-plugin/scripts/on_session_start_cursor.sh

@@ -0,0 +1,19 @@
+#!/usr/bin/env bash
+# Hook: sessionStart (Cursor)
+#
+# Wraps on_session_start.sh and converts plain-text output to Cursor's
+# expected JSON format: {"additional_context":"<text>"}
+
+set -uo pipefail
+
+SCRIPT_DIR="$(cd "$(dirname "$0")" && pwd)"
+
+TEXT=$("$SCRIPT_DIR/on_session_start.sh" 2>/dev/null || echo "")
+
+if [ -z "$TEXT" ]; then
+  echo '{}'
+  exit 0
+fi
+
+jq -cn --arg ctx "$TEXT" '{additional_context:$ctx}'
+exit 0

mem0-plugin/scripts/on_stop.sh

@@ -25,6 +25,22 @@ if [ "$STOP_HOOK_ACTIVE" = "true" ]; then
   exit 0
 fi
 
+# Print session-end report
+REPORT=$(python3 "$SCRIPT_DIR/session_stats.py" report 2>/dev/null || echo "")
+if [ -n "$REPORT" ]; then
+  echo ""
+  echo "---"
+  echo "**mem0 $REPORT**"
+  echo "---"
+  echo ""
+fi
+
+# Append to persistent session log (guarded — on_stop.sh uses set -euo pipefail)
+if [ -n "$REPORT" ]; then
+  mkdir -p "$HOME/.mem0" 2>/dev/null || true
+  echo "$(date -u +%Y-%m-%dT%H:%M:%SZ) | $REPORT" >> "$HOME/.mem0/session-log.md" 2>/dev/null || true
+fi
+
 cat <<'EOF'
 Before finishing, check if there are important learnings from this interaction that should be persisted using the mem0 `add_memory` tool:
 
@@ -37,6 +53,8 @@ Before finishing, check if there are important learnings from this interaction t
 Memories can be as detailed as needed — include full context, reasoning, code snippets, file paths, and examples. Longer, searchable memories are more valuable than vague one-liners.
 
 If nothing notable happened in this interaction, it's fine to skip. Only store genuinely useful learnings.
+
+Always include `"project_id"` in the metadata of any memory you store.
 EOF
 
 # Capture transcript state in the background via Mem0 REST API

mem0-plugin/scripts/on_stop_codex.sh

@@ -21,6 +21,8 @@ if [ -n "${MEM0_DEBUG:-}" ]; then
   mkdir -p "$HOME/.mem0" && exec 2>>"$HOME/.mem0/hooks.log"
 fi
 
+SCRIPT_DIR="$(cd "$(dirname "$0")" && pwd)"
+
 INPUT=$(cat)
 STOP_HOOK_ACTIVE=$(echo "$INPUT" | jq -r '.stop_hook_active // false' 2>/dev/null || echo "false")
 
@@ -29,20 +31,35 @@ if [ "$STOP_HOOK_ACTIVE" = "true" ]; then
   exit 0
 fi
 
-REASON=$(cat <<'EOF'
+# Session-end report (best-effort, must not break JSON output)
-Before finishing, check if there are important learnings from this interaction that should be persisted using the mem0 `add_memory` tool:
+REPORT=$(python3 "$SCRIPT_DIR/session_stats.py" report 2>/dev/null || echo "")
+REPORT_BLOCK=""
+if [ -n "$REPORT" ]; then
+  REPORT_BLOCK="---\nmem0 $REPORT\n---\n\n"
+  mkdir -p "$HOME/.mem0" 2>/dev/null || true
+  echo "$(date -u +%Y-%m-%dT%H:%M:%SZ) | $REPORT" >> "$HOME/.mem0/session-log.md" 2>/dev/null || true
+fi
 
-1. Were any significant decisions made? -> Store with metadata `{"type": "decision"}`
+REASON=$(cat <<EOF
-2. Were any new patterns or strategies discovered? -> Store with metadata `{"type": "task_learning"}`
+${REPORT_BLOCK}Before finishing, check if there are important learnings from this interaction that should be persisted using the mem0 \`add_memory\` tool:
-3. Did any approach fail? -> Store with metadata `{"type": "anti_pattern"}`
+
-4. Did you learn anything about the user's preferences? -> Store with metadata `{"type": "user_preference"}`
+1. Were any significant decisions made? -> Store with metadata \`{"type": "decision"}\`
-5. Were there environment/setup discoveries? -> Store with metadata `{"type": "environmental"}`
+2. Were any new patterns or strategies discovered? -> Store with metadata \`{"type": "task_learning"}\`
+3. Did any approach fail? -> Store with metadata \`{"type": "anti_pattern"}\`
+4. Did you learn anything about the user's preferences? -> Store with metadata \`{"type": "user_preference"}\`
+5. Were there environment/setup discoveries? -> Store with metadata \`{"type": "environmental"}\`
 
 Memories can be as detailed as needed — include full context, reasoning, code snippets, file paths, and examples. Longer, searchable memories are more valuable than vague one-liners.
 
+Always include \`"project_id"\` in the metadata of any memory you store.
+
 If nothing notable happened in this interaction, it's fine to skip. Only store genuinely useful learnings.
 EOF
 )
 
 jq -cn --arg reason "$REASON" '{decision:"block", reason:$reason}'
+
+# Capture transcript state in the background via Mem0 REST API
+echo "$INPUT" | python3 "$SCRIPT_DIR/on_pre_compact.py" --source=session-end 2>/dev/null &
+
 exit 0

mem0-plugin/scripts/on_stop_cursor.sh

@@ -0,0 +1,49 @@
+#!/usr/bin/env bash
+# Hook: Stop (Cursor)
+#
+# Fires when Cursor agent completes a turn. Wraps the same logic as
+# on_stop.sh but outputs JSON (Cursor expects {"followup_message":"..."}).
+#
+# Input:  JSON on stdin with status, loop_count, conversation_id, etc.
+# Output: JSON on stdout: {"followup_message":"<reminder text>"}
+
+set -uo pipefail
+
+if [ -n "${MEM0_DEBUG:-}" ]; then
+  mkdir -p "$HOME/.mem0" && exec 2>>"$HOME/.mem0/hooks.log"
+fi
+
+SCRIPT_DIR="$(cd "$(dirname "$0")" && pwd)"
+
+INPUT=$(cat)
+
+# Session-end report (best-effort)
+REPORT=$(python3 "$SCRIPT_DIR/session_stats.py" report 2>/dev/null || echo "")
+REPORT_BLOCK=""
+if [ -n "$REPORT" ]; then
+  REPORT_BLOCK="---\nmem0 $REPORT\n---\n\n"
+  mkdir -p "$HOME/.mem0" 2>/dev/null || true
+  echo "$(date -u +%Y-%m-%dT%H:%M:%SZ) | $REPORT" >> "$HOME/.mem0/session-log.md" 2>/dev/null || true
+fi
+
+MESSAGE=$(cat <<EOF
+${REPORT_BLOCK}Before finishing, check if there are important learnings from this interaction that should be persisted using the mem0 \`add_memory\` tool:
+
+1. Were any significant decisions made? -> Store with metadata \`{"type": "decision"}\`
+2. Were any new patterns or strategies discovered? -> Store with metadata \`{"type": "task_learning"}\`
+3. Did any approach fail? -> Store with metadata \`{"type": "anti_pattern"}\`
+4. Did you learn anything about the user's preferences? -> Store with metadata \`{"type": "user_preference"}\`
+5. Were there environment/setup discoveries? -> Store with metadata \`{"type": "environmental"}\`
+
+Always include \`"project_id"\` in the metadata of any memory you store.
+
+If nothing notable happened, it's fine to skip. Only store genuinely useful learnings.
+EOF
+)
+
+jq -cn --arg msg "$MESSAGE" '{followup_message:$msg}'
+
+# Capture transcript state in the background via Mem0 REST API
+echo "$INPUT" | python3 "$SCRIPT_DIR/on_pre_compact.py" --source=session-end 2>/dev/null &
+
+exit 0

mem0-plugin/scripts/on_task_completed.sh

@@ -13,6 +13,9 @@ if [ -n "${MEM0_DEBUG:-}" ]; then
   mkdir -p "$HOME/.mem0" && exec 2>>"$HOME/.mem0/hooks.log"
 fi
 
+SCRIPT_DIR="$(cd "$(dirname "$0")" && pwd)"
+. "$SCRIPT_DIR/_identity.sh" || true
+
 INPUT=$(cat)
 TASK_SUBJECT=$(echo "$INPUT" | jq -r '.task_subject // "unknown task"' 2>/dev/null || echo "unknown task")
 
@@ -28,6 +31,7 @@ Extract key learnings from this completed task and store them using the mem0 \`a
 
 Memories can be as detailed as needed — include full context, reasoning, code snippets, and examples.
 Only store genuinely useful learnings — skip if the task was trivial.
+Include \`"project_id": "$MEM0_PROJECT_ID"\` in metadata for all memories.
 EOF
 
 exit 0

mem0-plugin/scripts/on_user_prompt.sh

@@ -61,11 +61,11 @@ improve your answer. The agent -- not this hook -- owns this decision.
 - Filter shape: the root must be a logical operator (\`AND\` / \`OR\` / \`NOT\`)
   with an array, and metadata uses a **nested** object (not dotted keys).
   Combine \`user_id\` with one \`metadata.type\` clause per call:
-  - \`{"AND": [{"user_id": "$USER_ID"}, {"metadata": {"type": "decision"}}]}\` -- design / architecture
+  - \`{"AND": [{"user_id": "$USER_ID"}, {"metadata": {"project_id": "$MEM0_PROJECT_ID"}}, {"metadata": {"type": "decision"}}]}\` -- design / architecture
-  - \`{"AND": [{"user_id": "$USER_ID"}, {"metadata": {"type": "anti_pattern"}}]}\` -- debugging, error handling
+  - \`{"AND": [{"user_id": "$USER_ID"}, {"metadata": {"project_id": "$MEM0_PROJECT_ID"}}, {"metadata": {"type": "anti_pattern"}}]}\` -- debugging, error handling
-  - \`{"AND": [{"user_id": "$USER_ID"}, {"metadata": {"type": "user_preference"}}]}\` -- tooling, stack, style
+  - \`{"AND": [{"user_id": "$USER_ID"}, {"metadata": {"project_id": "$MEM0_PROJECT_ID"}}, {"metadata": {"type": "user_preference"}}]}\` -- tooling, stack, style
-  - \`{"AND": [{"user_id": "$USER_ID"}, {"metadata": {"type": "convention"}}]}\` -- established patterns
+  - \`{"AND": [{"user_id": "$USER_ID"}, {"metadata": {"project_id": "$MEM0_PROJECT_ID"}}, {"metadata": {"type": "convention"}}]}\` -- established patterns
-- Or scope with just \`{"AND": [{"user_id": "$USER_ID"}]}\` when no metadata filter fits.
+  - Or scope with just \`{"AND": [{"user_id": "$USER_ID"}, {"metadata": {"project_id": "$MEM0_PROJECT_ID"}}]}\` when no metadata filter fits.
 - Empty results are normal -- proceed without context.
 EOF
 

mem0-plugin/scripts/on_user_prompt_cursor.sh

@@ -0,0 +1,19 @@
+#!/usr/bin/env bash
+# Hook: beforeSubmitPrompt (Cursor)
+#
+# Wraps on_user_prompt.sh and converts plain-text output to Cursor's
+# expected JSON format: {"continue":true,"user_message":"<text>"}
+
+set -uo pipefail
+
+SCRIPT_DIR="$(cd "$(dirname "$0")" && pwd)"
+
+TEXT=$("$SCRIPT_DIR/on_user_prompt.sh" 2>/dev/null || echo "")
+
+if [ -z "$TEXT" ]; then
+  jq -cn '{continue:true}'
+  exit 0
+fi
+
+jq -cn --arg msg "$TEXT" '{continue:true, user_message:$msg}'
+exit 0

mem0-plugin/scripts/session_stats.py

@@ -0,0 +1,106 @@
+#!/usr/bin/env python3
+"""Session stats tracker for mem0 plugin.
+
+Tracks memory adds/searches per session.
+Uses /tmp/mem0_session_stats_$USER.json (single file per user, reset on init).
+
+Usage:
+  python session_stats.py init            # reset for new session
+  python session_stats.py add <category>  # record a memory write
+  python session_stats.py search          # record a search
+  python session_stats.py report          # print summary, clean up temp file
+"""
+
+from __future__ import annotations
+
+import json
+import os
+import sys
+from datetime import datetime
+
+STATS_FILE = f"/tmp/mem0_session_stats_{os.environ.get('USER', 'default')}.json"
+
+
+def _load() -> dict:
+    if os.path.isfile(STATS_FILE):
+        try:
+            with open(STATS_FILE) as f:
+                return json.load(f)
+        except (json.JSONDecodeError, OSError):
+            pass
+    return {"adds": 0, "searches": 0, "categories": [], "started": datetime.now().isoformat()}
+
+
+def _save(stats: dict) -> None:
+    with open(STATS_FILE, "w") as f:
+        json.dump(stats, f)
+
+
+def init() -> None:
+    _save({"adds": 0, "searches": 0, "categories": [], "started": datetime.now().isoformat()})
+
+
+def record_add(category: str = "") -> None:
+    stats = _load()
+    stats["adds"] = stats.get("adds", 0) + 1
+    if category and category not in stats.get("categories", []):
+        stats.setdefault("categories", []).append(category)
+    _save(stats)
+
+
+def record_search() -> None:
+    stats = _load()
+    stats["searches"] = stats.get("searches", 0) + 1
+    _save(stats)
+
+
+def report() -> str:
+    stats = _load()
+    adds = stats.get("adds", 0)
+    searches = stats.get("searches", 0)
+    categories = stats.get("categories", [])
+
+    # Clean up temp file after reading
+    try:
+        os.unlink(STATS_FILE)
+    except OSError:
+        pass
+
+    if adds == 0 and searches == 0:
+        return ""
+
+    parts = []
+    parts.append(f"Session: wrote {adds} memories, retrieved {searches}")
+    if categories:
+        parts.append(f"Categories touched: {', '.join(categories)}")
+
+    return ". ".join(parts) + "."
+
+
+def main() -> int:
+    if len(sys.argv) < 2:
+        print("Usage: session_stats.py [init|add|search|report]", file=sys.stderr)
+        return 1
+
+    cmd = sys.argv[1]
+    if cmd == "init":
+        init()
+    elif cmd == "add":
+        category = sys.argv[2] if len(sys.argv) > 2 else ""
+        record_add(category)
+    elif cmd == "search":
+        record_search()
+    elif cmd == "report":
+        result = report()
+        if result:
+            print(result)
+        else:
+            print("Session: no memory operations.")
+    else:
+        print(f"Unknown command: {cmd}", file=sys.stderr)
+        return 1
+    return 0
+
+
+if __name__ == "__main__":
+    sys.exit(main())

mem0-plugin/skills/mem0-mcp/SKILL.md

@@ -16,6 +16,23 @@ You have access to persistent memory via the mem0 MCP tools. Follow this protoco
 
 Decide whether persistent memory context would improve your response, then act accordingly. Don't search by default — search deliberately.
 
+## Project scoping
+
+Every memory operation MUST be scoped to the current project:
+
+- **On `add_memory`:** Always include `metadata.project_id` (the active project_id from SessionStart).
+- **On `search_memories`:** Always include `{"metadata": {"project_id": "<your_project_id>"}}` in the AND filter.
+- **Session-state memories:** Also include `metadata.branch` (the active branch from SessionStart).
+
+Full filter template:
+```python
+filters={"AND": [
+    {"user_id": "<your_user_id>"},
+    {"metadata": {"project_id": "<your_project_id>"}},
+    {"metadata": {"type": "decision"}}
+]}
+```
+
 ### Decide: search or skip?
 
 **Search WHEN** the user:
@@ -59,9 +76,9 @@ Combine `user_id` with one metadata clause per call:
 | `{"metadata": {"type": "user_preference"}}` | tooling, stack, style — always include for code work |
 | `{"metadata": {"type": "convention"}}` | established patterns in this project |
 
-Full filter (replace `<your_user_id>` with the active user_id from your runtime):
+Full filter (replace `<your_user_id>` and `<your_project_id>` with the active values from SessionStart):
 ```python
-filters={"AND": [{"user_id": "<your_user_id>"}, {"metadata": {"type": "decision"}}]}
+filters={"AND": [{"user_id": "<your_user_id>"}, {"metadata": {"project_id": "<your_project_id>"}}, {"metadata": {"type": "decision"}}]}
 ```
 
 ### Worked example
@@ -74,16 +91,16 @@ search_memories(query="Refactor the auth module to use JWT")
 # Hits whatever shares words. Misses prior decisions and preferences.
 ```
 
-Do (parallel — substitute the active `user_id` for `<your_user_id>`):
+Do (parallel — substitute the active `user_id` and `project_id` for the placeholders):
 ```python
 search_memories(query="auth module decisions",
-                filters={"AND": [{"user_id": "<your_user_id>"}, {"metadata": {"type": "decision"}}]})
+                filters={"AND": [{"user_id": "<your_user_id>"}, {"metadata": {"project_id": "<your_project_id>"}}, {"metadata": {"type": "decision"}}]})
 search_memories(query="JWT",
-                filters={"AND": [{"user_id": "<your_user_id>"}]})
+                filters={"AND": [{"user_id": "<your_user_id>"}, {"metadata": {"project_id": "<your_project_id>"}}]})
 search_memories(query="auth refactor failures",
-                filters={"AND": [{"user_id": "<your_user_id>"}, {"metadata": {"type": "anti_pattern"}}]})
+                filters={"AND": [{"user_id": "<your_user_id>"}, {"metadata": {"project_id": "<your_project_id>"}}, {"metadata": {"type": "anti_pattern"}}]})
 search_memories(query="auth",
-                filters={"AND": [{"user_id": "<your_user_id>"}, {"metadata": {"type": "user_preference"}}]})
+                filters={"AND": [{"user_id": "<your_user_id>"}, {"metadata": {"project_id": "<your_project_id>"}}, {"metadata": {"type": "user_preference"}}]})
 ```
 
 ## After completing significant work
@@ -116,7 +133,7 @@ When the user is asking about *current* state ("where were we", "what's the acti
 
 ```python
 # Last 90 days only
-{"AND": [{"user_id": "<id>"}, {"metadata": {"type": "session_state"}}, {"created_at": {"gte": "<90 days ago, YYYY-MM-DD>"}}]}
+{"AND": [{"user_id": "<id>"}, {"metadata": {"project_id": "<your_project_id>"}}, {"metadata": {"type": "session_state"}}, {"created_at": {"gte": "<90 days ago, YYYY-MM-DD>"}}]}
 ```
 
 Skip the recency filter when the user is asking about durable facts ("what conventions does this project use", "have we hit this bug before") — those are timeless and recency would hide them.

mem0-plugin/skills/mem0-onboard/SKILL.md

@@ -0,0 +1,89 @@
+---
+name: mem0-onboard
+description: >
+  Post-install onboarding wizard for the mem0 plugin.
+  Detects CLAUDE.md, AGENTS.md, .cursorrules, .windsurfrules, mem0.md
+  and offers to import them. Installs coding categories. Shows active identity.
+  TRIGGER: user runs /mem0:onboard, or mentions "setup mem0", "configure mem0 plugin".
+---
+
+# Mem0 Onboarding Wizard
+
+Run this wizard to set up the mem0 plugin for the current project. Complete in ~30 seconds.
+
+## Step 1: Verify API key
+
+Check if `MEM0_API_KEY` is set in the current environment:
+
+```bash
+echo "${MEM0_API_KEY:+SET}" || echo "NOT_SET"
+```
+
+- If **NOT set**:
+  1. Ask the user: "No MEM0_API_KEY found. Do you have one, or need to create one?"
+  2. If they need one, provide two options:
+     - **Browser**: Go to https://app.mem0.ai/dashboard/api-keys and copy the key
+     - **CLI**: Run `pip install mem0-cli && mem0 init --agent --json` to mint a key without email
+  3. Once they have the key, tell them to run: `export MEM0_API_KEY="m0-..."` in their terminal, then restart this Claude Code session (the env var must be set before Claude Code starts).
+  4. **STOP here.** Do not proceed until the key is confirmed set.
+- If **SET**: Proceed to Step 2.
+
+## Step 2: Show identity
+
+Report the active identity to the user:
+- Call `search_memories` with `query="project setup"`, `user_id=<active_user_id>`, `filters={"AND": [{"user_id": "<active_user_id>"}, {"metadata": {"project_id": "<active_project_id>"}}]}`, `limit=1` to verify connectivity.
+- Print: `Connected. user=<user_id>, project=<project_id>, branch=<branch>`
+- If the search fails, troubleshoot the API key.
+
+## Step 3: Detect and import project files
+
+Check for these files in the project root:
+1. `CLAUDE.md`
+2. `AGENTS.md`
+3. `.cursorrules`
+4. `.windsurfrules`
+5. `mem0.md`
+
+For each file found, ask the user: "Found `<filename>` (<size> bytes). Import into mem0? [Y/n]"
+
+If user says yes (or default):
+- Read the file content
+- Call `add_memory` with:
+  - `messages=[{"role": "user", "content": "## Project Profile: <filename>\n\nProject: <project_id>\n\n<file_content>"}]`
+  - `user_id=<active_user_id>`
+  - `metadata={"type": "project_profile", "file": "<filename>", "project_id": "<active_project_id>", "source": "onboard"}`
+  - `infer=False`
+
+## Step 4: Install coding categories
+
+Ask: "Install coding categories optimized for development workflows? [Y/n]"
+
+If yes, run the script directly (no external dependencies required — uses stdlib only).
+
+The script lives at `scripts/setup_coding_categories.py` relative to the plugin root. Use the appropriate plugin root variable for the current platform:
+- Claude Code: `${CLAUDE_PLUGIN_ROOT}`
+- Codex: `${CODEX_PLUGIN_ROOT}`
+- Cursor: `${CURSOR_PLUGIN_ROOT}`
+
+```bash
+python3 "<PLUGIN_ROOT>/scripts/setup_coding_categories.py" --apply
+```
+
+If the script reports an error, show the error message and suggest checking the API key.
+
+## Step 5: Summary
+
+Print a summary:
+```
+Onboarding complete.
+  user_id:    <user_id>
+  project_id: <project_id>
+  branch:     <branch>
+  imported:   <N> files
+  categories: <installed or skipped>
+
+Memory is now active for this project. Start working — mem0 will
+automatically search relevant context and capture learnings.
+
+Run /mem0:tour to see what mem0 already knows about this project.
+```

mem0-plugin/skills/mem0-switch-project/SKILL.md

@@ -0,0 +1,50 @@
+---
+name: mem0-switch-project
+description: >
+  Manually override project_id for the current directory.
+  Useful for monorepos, nested git dirs, or non-git directories.
+  TRIGGER: user runs /mem0:switch-project <name>, or asks "switch mem0 project",
+  "change project scope", "override project_id".
+---
+
+# Mem0 Switch Project
+
+Override the automatic project_id detection for the current directory.
+
+## Usage
+
+The user provides a project name as an argument: `/mem0:switch-project <project-name>`
+
+## Execution
+
+1. If no project name was given, ask: "What project_id should this directory use?"
+
+2. Write the mapping to `~/.mem0/project_map.json` using the Bash tool:
+
+   ```bash
+   python3 -c "
+   import json, os
+   map_file = os.path.expanduser('~/.mem0/project_map.json')
+   mapping = {}
+   if os.path.isfile(map_file):
+       with open(map_file) as f:
+           mapping = json.load(f)
+   mapping[os.getcwd()] = '<PROJECT_NAME>'
+   os.makedirs(os.path.dirname(map_file), exist_ok=True)
+   with open(map_file, 'w') as f:
+       json.dump(mapping, f, indent=2)
+   print(f'Mapped {os.getcwd()} -> <PROJECT_NAME>')
+   "
+   ```
+
+   (Replace `<PROJECT_NAME>` with the user's chosen project name.)
+
+3. Verify by searching for existing memories:
+   - Call `search_memories` with `query="project"`, `filters={"AND": [{"user_id": "<id>"}, {"metadata": {"project_id": "<PROJECT_NAME>"}}]}`, `limit=1`
+
+4. Print:
+   ```
+   Switched to project <PROJECT_NAME>.
+   <N> memories found for this project.
+   Note: This override persists across sessions for this directory.
+   ```

mem0-plugin/skills/mem0-tour/SKILL.md

@@ -0,0 +1,46 @@
+---
+name: mem0-tour
+description: >
+  Show what mem0 knows about the current project. Dumps top memories
+  grouped by category. Power-user-friendly proof of value.
+  TRIGGER: user runs /mem0:tour, or asks "what do you know about this project",
+  "show me my memories", "what has mem0 stored".
+---
+
+# Mem0 Project Tour
+
+Show the user what mem0 has stored for the current project.
+
+## Execution
+
+1. Run the following `search_memories` calls in parallel (all with the active `user_id` and `metadata.project_id`):
+
+   - `query="architecture decisions"`, `filters={"AND": [{"user_id": "<id>"}, {"metadata": {"project_id": "<pid>"}}, {"metadata": {"type": "decision"}}]}`, `limit=5`
+   - `query="anti patterns failures"`, `filters={"AND": [{"user_id": "<id>"}, {"metadata": {"project_id": "<pid>"}}, {"metadata": {"type": "anti_pattern"}}]}`, `limit=5`
+   - `query="task learnings strategies"`, `filters={"AND": [{"user_id": "<id>"}, {"metadata": {"project_id": "<pid>"}}, {"metadata": {"type": "task_learning"}}]}`, `limit=5`
+   - `query="coding conventions"`, `filters={"AND": [{"user_id": "<id>"}, {"metadata": {"project_id": "<pid>"}}, {"metadata": {"type": "convention"}}]}`, `limit=5`
+   - `query="user preferences"`, `filters={"AND": [{"user_id": "<id>"}, {"metadata": {"project_id": "<pid>"}}, {"metadata": {"type": "user_preference"}}]}`, `limit=5`
+   - `query="project profile"`, `filters={"AND": [{"user_id": "<id>"}, {"metadata": {"project_id": "<pid>"}}, {"metadata": {"type": "project_profile"}}]}`, `limit=5`
+   - `query="tooling setup environment"`, `filters={"AND": [{"user_id": "<id>"}, {"metadata": {"project_id": "<pid>"}}, {"metadata": {"type": "environmental"}}]}`, `limit=5`
+
+2. Group results by category. For each category with results, print:
+
+   ```
+   ## <category_name> (<count> memories)
+   - <memory_content_truncated_to_100_chars> (score: <similarity_score>)
+   - ...
+   ```
+
+3. For categories with zero results, print: `<category_name>: (empty)`
+
+4. Print totals at the end:
+   ```
+   ---
+   Total: <N> memories across <M> categories for project <project_id>
+   ```
+
+5. If ALL categories are empty, print:
+   ```
+   No memories stored yet for project <project_id>.
+   Run /mem0:onboard to import project files, or start working — mem0 captures learnings automatically.
+   ```

mem0-plugin/tests/conftest.py

@@ -0,0 +1,54 @@
+"""Shared fixtures for mem0-plugin tests."""
+
+from __future__ import annotations
+
+import os
+import subprocess
+import sys
+
+import pytest
+
+SCRIPTS_DIR = os.path.join(os.path.dirname(__file__), "..", "scripts")
+
+
+@pytest.fixture(autouse=True)
+def _scripts_on_path():
+    """Ensure scripts/ is on sys.path so we can import _project, session_stats, etc."""
+    abs_scripts = os.path.abspath(SCRIPTS_DIR)
+    if abs_scripts not in sys.path:
+        sys.path.insert(0, abs_scripts)
+    yield
+    if abs_scripts in sys.path:
+        sys.path.remove(abs_scripts)
+
+
+@pytest.fixture()
+def tmp_git_repo(tmp_path):
+    """Create a temp dir with a git repo and HTTPS remote."""
+    subprocess.run(["git", "init"], cwd=tmp_path, capture_output=True, check=True)
+    subprocess.run(
+        ["git", "remote", "add", "origin", "https://github.com/mem0ai/mem0.git"],
+        cwd=tmp_path,
+        capture_output=True,
+        check=True,
+    )
+    return tmp_path
+
+
+@pytest.fixture()
+def tmp_git_repo_ssh(tmp_path):
+    """Create a temp dir with a git repo and SSH remote."""
+    subprocess.run(["git", "init"], cwd=tmp_path, capture_output=True, check=True)
+    subprocess.run(
+        ["git", "remote", "add", "origin", "git@github.com:acme/cool-project.git"],
+        cwd=tmp_path,
+        capture_output=True,
+        check=True,
+    )
+    return tmp_path
+
+
+@pytest.fixture()
+def tmp_no_git(tmp_path):
+    """Temp dir with no git repo."""
+    return tmp_path

mem0-plugin/tests/test_project.py

@@ -0,0 +1,107 @@
+"""Tests for _project.py — project_id + branch resolver."""
+
+from __future__ import annotations
+
+import json
+import os
+import subprocess
+
+
+def test_resolve_project_id_from_https_remote(tmp_git_repo):
+    from _project import resolve_project_id
+
+    pid = resolve_project_id(str(tmp_git_repo))
+    assert pid == "mem0ai-mem0"
+
+
+def test_resolve_project_id_from_ssh_remote(tmp_git_repo_ssh):
+    from _project import resolve_project_id
+
+    pid = resolve_project_id(str(tmp_git_repo_ssh))
+    assert pid == "acme-cool-project"
+
+
+def test_resolve_project_id_fallback_basename(tmp_no_git):
+    from _project import resolve_project_id
+
+    pid = resolve_project_id(str(tmp_no_git))
+    assert pid == os.path.basename(str(tmp_no_git))
+
+
+def test_resolve_project_id_from_env(tmp_no_git, monkeypatch):
+    from _project import resolve_project_id
+
+    monkeypatch.setenv("MEM0_PROJECT_ID", "my-override")
+    pid = resolve_project_id(str(tmp_no_git))
+    assert pid == "my-override"
+
+
+def test_resolve_project_id_from_project_map(tmp_no_git):
+    from _project import resolve_project_id, save_project_mapping
+
+    save_project_mapping(str(tmp_no_git), "custom-project")
+    pid = resolve_project_id(str(tmp_no_git))
+    assert pid == "custom-project"
+
+
+def test_save_project_mapping_creates_file(tmp_no_git):
+    from _project import save_project_mapping
+
+    save_project_mapping(str(tmp_no_git), "test-proj")
+    map_path = os.path.expanduser("~/.mem0/project_map.json")
+    assert os.path.isfile(map_path)
+    with open(map_path) as f:
+        data = json.load(f)
+    assert data[str(tmp_no_git)] == "test-proj"
+
+
+def test_resolve_branch_in_git_repo(tmp_git_repo):
+    from _project import resolve_branch
+
+    subprocess.run(
+        ["git", "checkout", "-b", "feat/test-branch"],
+        cwd=tmp_git_repo,
+        capture_output=True,
+        check=True,
+    )
+    branch = resolve_branch(str(tmp_git_repo))
+    assert branch == "feat/test-branch"
+
+
+def test_resolve_branch_no_git(tmp_no_git):
+    from _project import resolve_branch
+
+    branch = resolve_branch(str(tmp_no_git))
+    assert branch == "unknown"
+
+
+def test_remote_url_to_slug_various_formats():
+    from _project import _remote_url_to_slug
+
+    assert _remote_url_to_slug("https://github.com/mem0ai/mem0.git") == "mem0ai-mem0"
+    assert _remote_url_to_slug("git@github.com:mem0ai/mem0.git") == "mem0ai-mem0"
+    assert _remote_url_to_slug("ssh://git@github.com/acme/app.git") == "acme-app"
+    assert _remote_url_to_slug("https://gitlab.com/org/sub/repo.git") == "sub-repo"
+    assert _remote_url_to_slug("git@bitbucket.org:team/project.git") == "team-project"
+
+
+def test_remote_url_to_slug_no_git_suffix():
+    from _project import _remote_url_to_slug
+
+    assert _remote_url_to_slug("https://github.com/foo/bar") == "foo-bar"
+
+
+def test_resolve_project_id_priority_order(tmp_git_repo, monkeypatch):
+    """Env var > project_map > git remote > basename."""
+    from _project import resolve_project_id, save_project_mapping
+
+    # Git remote gives "mem0ai-mem0"
+    assert resolve_project_id(str(tmp_git_repo)) == "mem0ai-mem0"
+
+    # project_map overrides git remote
+    save_project_mapping(str(tmp_git_repo), "from-map")
+    assert resolve_project_id(str(tmp_git_repo)) == "from-map"
+
+    # Env var overrides everything
+    monkeypatch.setenv("MEM0_PROJECT_ID", "from-env")
+    assert resolve_project_id(str(tmp_git_repo)) == "from-env"

mem0-plugin/tests/test_session_stats.py

@@ -0,0 +1,143 @@
+"""Tests for session_stats.py — session-level memory operation tracker."""
+
+from __future__ import annotations
+
+import json
+import os
+import subprocess
+import sys
+
+import pytest
+
+SCRIPTS_DIR = os.path.join(os.path.dirname(__file__), "..", "scripts")
+
+
+@pytest.fixture(autouse=True)
+def _isolate_stats_file(tmp_path, monkeypatch):
+    """Point STATS_FILE to a temp location so tests don't interfere."""
+    stats_file = str(tmp_path / "test_stats.json")
+    monkeypatch.setattr("session_stats.STATS_FILE", stats_file)
+    yield stats_file
+
+
+def test_init_creates_file(_isolate_stats_file):
+    import session_stats
+
+    session_stats.init()
+    assert os.path.isfile(_isolate_stats_file)
+    with open(_isolate_stats_file) as f:
+        data = json.load(f)
+    assert data["adds"] == 0
+    assert data["searches"] == 0
+    assert data["categories"] == []
+
+
+def test_record_add_increments(_isolate_stats_file):
+    import session_stats
+
+    session_stats.init()
+    session_stats.record_add("bug_fixes")
+    session_stats.record_add("bug_fixes")
+    session_stats.record_add("decisions")
+
+    with open(_isolate_stats_file) as f:
+        data = json.load(f)
+    assert data["adds"] == 3
+    assert set(data["categories"]) == {"bug_fixes", "decisions"}
+
+
+def test_record_search_increments(_isolate_stats_file):
+    import session_stats
+
+    session_stats.init()
+    session_stats.record_search()
+    session_stats.record_search()
+
+    with open(_isolate_stats_file) as f:
+        data = json.load(f)
+    assert data["searches"] == 2
+
+
+def test_report_returns_summary(_isolate_stats_file):
+    import session_stats
+
+    session_stats.init()
+    session_stats.record_add("architecture_decisions")
+    session_stats.record_add("task_learnings")
+    session_stats.record_search()
+    session_stats.record_search()
+    session_stats.record_search()
+
+    result = session_stats.report()
+    assert "wrote 2 memories" in result
+    assert "retrieved 3" in result
+    assert "architecture_decisions" in result
+    assert "task_learnings" in result
+
+
+def test_report_empty_session(_isolate_stats_file):
+    import session_stats
+
+    session_stats.init()
+    result = session_stats.report()
+    assert result == ""
+
+
+def test_report_cleans_up_file(_isolate_stats_file):
+    import session_stats
+
+    session_stats.init()
+    session_stats.record_add()
+    session_stats.report()
+    assert not os.path.isfile(_isolate_stats_file)
+
+
+def test_record_add_no_category(_isolate_stats_file):
+    import session_stats
+
+    session_stats.init()
+    session_stats.record_add("")
+    session_stats.record_add()
+
+    with open(_isolate_stats_file) as f:
+        data = json.load(f)
+    assert data["adds"] == 2
+    assert data["categories"] == []
+
+
+def test_duplicate_categories_not_added(_isolate_stats_file):
+    import session_stats
+
+    session_stats.init()
+    session_stats.record_add("bug_fixes")
+    session_stats.record_add("bug_fixes")
+    session_stats.record_add("bug_fixes")
+
+    with open(_isolate_stats_file) as f:
+        data = json.load(f)
+    assert data["adds"] == 3
+    assert data["categories"] == ["bug_fixes"]
+
+
+def test_cli_init(tmp_path):
+    """Test CLI invocation: session_stats.py init."""
+    env = {**os.environ, "USER": "test"}
+    result = subprocess.run(
+        [sys.executable, os.path.join(SCRIPTS_DIR, "session_stats.py"), "init"],
+        capture_output=True,
+        text=True,
+        env=env,
+    )
+    assert result.returncode == 0
+
+
+def test_cli_report_no_data(tmp_path):
+    """Test CLI invocation: report with no prior init prints fallback."""
+    env = {**os.environ, "USER": f"test_{os.getpid()}"}
+    result = subprocess.run(
+        [sys.executable, os.path.join(SCRIPTS_DIR, "session_stats.py"), "report"],
+        capture_output=True,
+        text=True,
+        env=env,
+    )
+    assert result.returncode == 0