memory-reviewer

Included with Lifetime

$97 forever

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.

General

What this skill does


# 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

1. **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.

2. **Group by `metadata.type`**. Common types: `decision`, `convention`, `anti_pattern`, `task_learning`, `project_profile`, `user_preference`, `session_state`.

3. **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 |

4. **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
```

5. **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>]
```

6. **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

Files: 1

Size: 2.2 KB

Complexity: 6/100

Category: General

Source: https://github.com/mem0ai/mem0/tree/main/mem0-plugin/skills/memory-reviewer

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