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Consolidates stored memories by merging duplicates, resolving contradictions, and pruning stale entries. Use when memory count is high, search results feel noisy or repetitive, or periodic cleanup is needed to maintain memory quality.

73

Quality

90%

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SecuritybySnyk

High

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SKILL.md
Quality
Evals
Security

Quality

Content

88%Weight 40%Scale 1-5

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

A well-structured, highly actionable skill body for a destructive/batch operation, with strong sequencing and explicit validation checkpoints. Conciseness and progressive disclosure are solid though not maximal, given mild redundancy and length.

Suggestions

Remove the 'IMPORTANT' ordering block or fold it into the step headers, since the numbered 1->5 sequence already conveys strict ordering.

Consider extracting the detailed 2a/2b/2c heuristics into a references file to reduce body length and improve progressive disclosure.

Add a brief re-verification step after applying changes (e.g., re-fetch counts and confirm deltas) to strengthen the error-recovery feedback loop.

DimensionReasoningScore

Conciseness

The body is lean and avoids explaining concepts Claude already knows, but a few directive lines (e.g., the 'IMPORTANT' ordering block restating the numerical step sequence) are mildly redundant and could be trimmed.

4 / 5

Actionability

Provides fully executable guidance: specific mem0_memory action params ('get_all', 'add', 'delete'), numeric heuristics (>60% overlap, >180 days, <5 words), and copy-ready diff/summary templates covering the common cases.

5 / 5

Workflow Clarity

Clear 1->2->3->4->5 sequencing with explicit validation (diff report before any change) and a feedback loop (user Apply? [Y/n], conflict A/B/skip, Cancelled handling), satisfying the destructive/batch validation requirement.

5 / 5

Progressive Disclosure

Well-organized into clear section headers with no nested references and appropriate self-containment, but at ~125 lines it exceeds the under-50-line simple-skill exception, leaving minor room to split detailed heuristics into a reference file.

4 / 5

Total

18

/

20

Passed

Description

92%Weight 40%Scale 1-5

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 pairs three concrete capabilities with explicit, natural trigger conditions. It clearly answers both 'what' and 'when' and carves out a distinct niche with low conflict risk.

DimensionReasoningScore

Specificity

Lists three concrete actions — 'merging duplicates, resolving contradictions, and pruning stale entries' — giving comprehensive coverage of the consolidation domain rather than vague abstractions.

5 / 5

Completeness

Explicitly answers both what ('Consolidates stored memories by merging duplicates, resolving contradictions, and pruning stale entries') and when ('Use when memory count is high...') with concrete trigger phrases.

5 / 5

Trigger Term Quality

Natural trigger phrases like 'memory count is high', 'search results feel noisy or repetitive', and 'periodic cleanup' give good coverage, though a few common synonyms (e.g., 'deduplicate', 'merge memories') are absent.

4 / 5

Distinctiveness Conflict Risk

Occupies a clear niche (memory consolidation) with distinct, specific triggers and minimal overlap risk with other skills.

5 / 5

Total

19

/

20

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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