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memory-reviewer

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.

71

Quality

86%

Does it follow best practices?

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SecuritybySnyk

Passed

No findings from the security scan

SKILL.md
Quality
Evals
Security

Quality

Content

87%Weight 40%Scale 1-3

Reviews the quality of instructions and guidance provided to agents. Good implementation is clear, handles edge cases, and produces reliable results.

A concise, highly actionable skill body with concrete API calls and quantified detection rules. The only gap is the absence of a validation checkpoint in what is otherwise a well-sequenced batch scan.

Suggestions

Add a verification step before scanning, e.g. 'Confirm all pages fetched (has_more false) before grouping; if pagination incomplete, re-fetch and recount' to satisfy the batch-operation feedback-loop expectation.

Note how to handle a large memory set that approaches the 200-cap, so partial results are explicitly flagged rather than silently reported.

DimensionReasoningScore

Conciseness

Lean ~45-line body that assumes Claude's competence — no explanation of what memories are — with every section (detection table, output format, constraints) earning its place.

3 / 3

Actionability

Provides a copy-paste-ready get_memories call with explicit filters/page_size and concrete numeric detection thresholds (>60% noun overlap, confidence < 0.3, 180 days), fully executable guidance.

3 / 3

Workflow Clarity

Steps 1-6 are clearly sequenced, but this is a batch operation (up to 200 memories) with no validation/verification checkpoint (e.g. confirming pagination completeness before scanning), so workflow clarity is capped at 2 per the batch-operations guideline.

2 / 3

Progressive Disclosure

Under 50 lines with no need for external references, organized into clear When-to-use / Steps / Constraints sections, which satisfies the simple-skill allowance for a top score without bundle files.

3 / 3

Total

11

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12

Passed

Description

85%Weight 40%Scale 1-3

Based on the skill's description, can an agent find and select it at the right time? Clear, specific descriptions lead to better discovery.

A strong description that clearly states capabilities and provides explicit 'Use when' triggers with a distinct mem0-specific niche. The main weakness is trigger-term naturalness, limited by the jargon term 'dream consolidation' and missing everyday phrasings.

Suggestions

Add natural trigger phrasings a user would actually say, e.g. 'Use when the user asks to check for duplicate memories, review memory quality, or clean up stale entries'.

Consider glossing or replacing 'dream consolidation' with a plainer term (e.g. 'memory consolidation') since it is product jargon that may not match user language.

DimensionReasoningScore

Specificity

Lists multiple concrete actions — 'detecting duplicates, contradictions, and stale entries with actionable recommendations' — matching the 'lists multiple specific concrete actions' anchor rather than the score-2 'names domain and some actions'.

3 / 3

Completeness

Explicitly answers both what ('Reviews stored memory quality by detecting...') and when ('Use when search results seem conflicting...'), matching the anchor requiring an explicit 'Use when' clause.

3 / 3

Trigger Term Quality

Includes scenario triggers ('search results seem conflicting', 'periodic memory hygiene audits') but 'dream consolidation' is product jargon and common natural phrasings like 'check my memories' are absent, so it falls short of full natural-term coverage.

2 / 3

Distinctiveness Conflict Risk

Occupies a clear niche — read-only memory quality audits tied to mem0 via 'dream consolidation' — making it unlikely to trigger for unrelated skills.

3 / 3

Total

11

/

12

Passed

Validation

100%

Checks the skill against the spec for correct structure and formatting. All validation checks must pass before discovery and implementation can be scored.

Validation16 / 16 Passed

Validation for skill structure

No warnings or errors.

Repository
mem0ai/mem0
Reviewed

Table of Contents

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