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mem0/integrations/mem0-agent/skills/health/SKILL.md
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Deshraj YadavandClaude Fable 5 3ea00cf88c feat(mem0-agent): read path, hooks, maintenance, CLI and skills
- pack.py: single-call context pack, budgeted, sanitized, cached, with
  served-id tracking that turns a citation into POSITIVE feedback
- assist.py: error-signature lookup (never raw stdout, which returned 0 results in v1)
- maintain.py: transactional consolidation (add merged -> verify -> delete sources)
- transcript.py: JSONL parsing into non-overlapping windows via a cursor
- cli.py: the twelve commands the hooks invoke; detached assist queues a block
  that the next prompt hook drains, keeping the hot path network-free
- hooks generated from one spec; plugin manifest, MCP wiring, five skills

Co-Authored-By: Claude Fable 5 <noreply@anthropic.com>
2026-07-28 01:56:38 -07:00

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name, description
name description
health Diagnose mem0 connectivity, credentials, project configuration and read/write health. Use when memory operations fail, searches return nothing, the context pack is empty, or to verify the plugin is working.

Health check

mem0-agent health          # connectivity, identity, scope, config, breaker
mem0-agent health --deep   # adds a real write probe and a corpus quality scan

Read the output top-down and stop at the first failure — later checks depend on earlier ones.

What each failure means

Symptom Cause Fix
no API key not in env or keychain mem0-agent onboard, or export MEM0_API_KEY
identity unavailable key rejected or network down verify the key at app.mem0.ai
circuit open 3 consecutive API failures wait out the cooldown; memory is paused, sessions are unaffected
config incomplete instructions/categories/decay not applied mem0-agent setup
pack empty, corpus non-empty scope mismatch compare user_id/app_id against mem0-agent stats
a just-written memory is missing extraction is asynchronous (20s–5min) wait, then re-check — this is normal, not a fault

Things that look broken but aren't

  • Categories are empty on new memories. Categorization is a background job running hours behind writes. Retrieval filters on metadata.type, which is set at write time, so this does not affect recall.
  • A memory you deleted still exists in the database. Deletes are soft; the record is hidden from every read path.
  • Nothing was captured this session. Most turns should capture nothing. Check mem0-agent stats for the drop/flag breakdown before assuming a bug.

Report findings plainly. If everything passes, say so in one line and include the corpus size and current scope.