mem0ai/mem0107 installs

memory-reviewer

Q: How do I install this agent skill?

Run npx skills add https://github.com/mem0ai/mem0 --skill memory-reviewer.

Q: Is this agent skill safe to install?

Review the displayed partner audits, complete source, permissions, dependencies, and exact revision before installing.

Reviews stored memory quality by detecting duplicates, contradictions, and stale entries with actionable recommendations. Use when search results seem conflicting, before running dream consolidation, or for periodic memory hygiene audits.

How do I install this agent skill?

npx skills add https://github.com/mem0ai/mem0 --skill memory-reviewer

view source ↗

Is this agent skill safe to install?

Gen Agent Trust Hubpass
The memory-reviewer skill is a utility designed for memory maintenance and hygiene. It identifies duplicates and contradictions in stored data without modifying records or executing dangerous commands. No security risks were identified.
Socketpass
No alerts
Snykfail
Risk: HIGH · 1 issue

What does this agent skill do?

Memory Reviewer

Audits memory quality for the active project. Finds duplicates, contradictions, and low-confidence entries.

When to use

User asks "check my memories", "memory quality", "any duplicates?"
User runs /mem0:memory-reviewer directly
After a session with 5+ memory writes (suggest proactively)
After /mem0:health --deep identifies issues

Steps

Fetch all memories for active project via get_memories with filters={"AND": [{"user_id": "<active_user_id>"}, {"app_id": "<active_project_id>"}]}, page_size=200. Paginate if needed — cap at 200 memories.
Group by metadata.type. Common types: decision, convention, anti_pattern, task_learning, project_profile, user_preference, session_state.

Scan each group for issues:

Issue	Detection method
Near-duplicates	>60% noun overlap within same type. Compare memory text after stripping stop words.
Contradictions	Opposing facts about same topic (e.g., "use PostgreSQL" vs "use MySQL" for same component)
Low-confidence	`metadata.confidence < 0.3`
Missing type	No `metadata.type` set
Stale	`created_at` older than 180 days with no updates

Output compact summary:

memory-reviewer: project=<id> total=<N>
  duplicates:      <N> found
  contradictions:  <N> found
  low_confidence:  <N> found
  untagged:        <N> found
  stale:           <N> found

If issues found, list them with memory IDs:

Issues:
  [duplicate] "<memory_a>" ≈ "<memory_b>" [mem0:<id_a>, mem0:<id_b>]
  [contradiction] "<memory_x>" vs "<memory_y>" [mem0:<id_x>, mem0:<id_y>]
  [low_conf] "<memory_z>" (confidence: 0.1) [mem0:<id_z>]

Suggest action: "Run /mem0:dream to consolidate duplicates and resolve contradictions."

Constraints

Read-only — never modify or delete memories (that's /mem0:dream's job)
Max 200 memories per scan
Report findings, let user decide on action

How can the creator link this skill?

Add the canonical catalog link to the repository README so users can inspect current installs and available audits. The publishing guide covers the complete discovery path.

<a href="https://skillzs.dev/skills/mem0ai/mem0/memory-reviewer">View memory-reviewer on skillZs</a>