Files
kartik-mem0 013718c817 refactor(opencode): native SDK tools, drop MCP, trim skills, expand telemetry
Reworks @mem0/opencode-plugin to expose memory operations as native OpenCode
tools (via the @opencode-ai/plugin `tool()` helper, backed by the mem0ai SDK)
instead of delegating to the remote MCP server. Skills load via the `config`
hook (`skills.paths`) instead of being copied into the project `.opencode/`.

- Drop MCP: remove the regex-based MCP tool interception, the bundled
  opencode.json MCP registration, and the cli.ts installer (mem0-opencode bin).
- Native tools: add_memory, search_memories, get_memories, get_memory,
  update_memory, delete_memory, delete_all_memories, delete_entities,
  list_entities, get_event_status.
- Trim skills 16 -> 8 (context-loader, dream, forget, health, peek, pin,
  remember, tour); remove import, export, memory-reviewer, mem0, list-projects,
  switch-project, stats, onboard. De-MCP/onboard wording in kept skills.
- Telemetry: emit the full shared plugin.* schema (adds user_prompt, bash_error,
  pre_compact, session_stop alongside session_start, tool_use); tool_use now
  fires from inside each native tool; add project_hash + os_version props.
- Fix duplicate error-search (single topK:6); correct the documented
  experimental.chat.messages.transform hook name.
- Bump to 0.2.0.
2026-06-16 12:35:58 +05:30

5.0 KiB

name, description
name description
health Diagnoses mem0 connectivity, API key validity, and memory read/write functionality. Use when memory operations fail, searches return empty, add_memory errors occur, or to verify the plugin is working correctly.

Mem0 Health Check

Run a diagnostic check on the mem0 plugin. Useful for troubleshooting.

Execution

Run ALL checks, then display a single summary. Do not stop on the first failure.

Check 1: API key

_KEY="${MEM0_API_KEY:-}"
[ -n "$_KEY" ] && echo "${_KEY:0:6}..." || echo "NOT_SET"
  • If NOT_SET: FAIL — "No API key configured"
  • If set: PASS — the command already prints only the first 6 chars

Check 2: Identity resolution

Resolve identity from environment variables set by the plugin's shell.env hook:

echo "user_id=${MEM0_USER_ID:-${USER:-}}"
echo "project_id=${MEM0_APP_ID:-}"
echo "branch=$(git branch --show-current 2>/dev/null || echo '')"
  • user_id: from MEM0_USER_ID, falling back to $USER
  • project_id: from MEM0_APP_ID
  • branch: from git branch --show-current

PASS if all three are non-empty. WARN if any falls back to defaults.

Check 3: Memory tool connectivity

Call search_memories with:

  • query="health check"

  • filters={"AND": [{"user_id": "<active_user_id>"}, {"app_id": "<active_project_id>"}]}

  • top_k=1

  • If returns successfully (even empty): PASS

  • If errors: FAIL — show the error message

Check 4: Memory write capability

Call add_memory with:

  • text="Health check probe — safe to delete."
  • user_id=<active_user_id>
  • app_id=<active_project_id>
  • metadata={"type": "health_check", "probe": true}
  • infer=False

The response returns event_id (v3 writes are async). Call get_event_status(event_id=<event_id>) to check processing.

  • If status is SUCCEEDED: PASS — extract the memory ID from the event result, then call delete_memory with that ID to clean up.
  • If status is PENDING after 5 seconds: PASS (write accepted, processing delayed)
  • If errors: FAIL — show the error.

Check 5: Session context

Check that the plugin's shell.env hook has injected session context into the environment:

echo "session_id=${MEM0_SESSION_ID:-}"
echo "app_id=${MEM0_APP_ID:-}"
echo "branch=${MEM0_BRANCH:-}"
  • If all three are non-empty: PASS — "Session active"
  • If any are missing: WARN — "Plugin env vars not set; shell.env hook may not have fired"

Display

## mem0 health

PASS  API Key         m0-dVe...
PASS  Identity        user=kartik, project=mem0, branch=main
PASS  Memory Tools    142ms
PASS  Write/Read      write + delete OK
PASS  Session         session_id=abc123, app_id=mem0, branch=main

All checks passed.

If any check fails, add a ## Troubleshooting section with specific fix steps for each failure.

Extended mode: Memory Quality Analysis

When invoked with --deep (e.g., /mem0:health --deep), run the standard 5 checks above plus a memory quality scan.

Quality Check 1: Duplicates

Call get_memories with filters={"AND": [{"user_id": "<active_user_id>"}, {"app_id": "<active_project_id>"}]}, page_size=200. Compare all pairs within the same metadata.type group for high textual overlap (shared nouns/keywords > 60%). Report:

Potential duplicates: <N> pairs
  [mem0:<id1>] ≈ [mem0:<id2>] — both about "<shared topic>"

Quality Check 2: Stale memories

Flag memories where:

  • metadata.type is session_state or compact_summary AND older than 90 days
  • metadata.confidence < 0.3 AND older than 30 days
Stale candidates: <N>
  [mem0:<id>] — session_state, 142d old

Quality Check 2b: Low-confidence memories

Flag memories where metadata.confidence < 0.5 (regardless of age). Report separately from stale:

Low-confidence memories: <N>
  [mem0:<id>] — confidence=0.3, "<content preview>"

Quality Check 3: Contradictions

Within each metadata.type group, flag pairs that assert opposing facts about the same topic. Use semantic judgment — look for negation patterns, conflicting tool/framework choices, or reversed decisions.

Possible contradictions: <N>
  [mem0:<idA>] vs [mem0:<idB>] — conflicting on "<topic>"

Quality Check 4: Orphan memories

Memories with no metadata.type set, or with metadata.type not in the 17 known coding categories. These were likely written without proper tagging.

Untagged/orphan memories: <N>

Quality summary

## Memory Quality

Duplicates: <N> · Stale: <N> · Contradictions: <N> · Orphans: <N>

If all counts are 0: Memory quality: clean. If any non-zero: append Run /mem0:dream to fix.

To fix issues found by --deep, run /mem0:dream for automated consolidation (merges, prunes, conflict resolution).

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.