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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.

80

Quality

100%

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SecuritybySnyk

High

Do not use without reviewing

SKILL.md
Quality
Evals
Security

Quality

Content

100%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 well-structured, actionable skill body that sequences a destructive multi-step workflow with clear validation checkpoints and feedback loops. It is token-efficient and stays self-contained without padding or concept over-explanation.

DimensionReasoningScore

Conciseness

The body is lean and assumes Claude's competence — it jumps to concrete tool calls and thresholds without explaining what memory systems are or how they work.

3 / 3

Actionability

Provides executable tool calls (mem0_memory with action='get_all'/'add'/'delete'), specific thresholds (>60% overlap, <5 meaningful words, 180 days, [PINNED]), and copy-ready diff templates.

3 / 3

Workflow Clarity

A strictly ordered 1->5 sequence with explicit validation checkpoints (diff report before changes, A/B/skip conflict resolution, final 'Apply?' confirmation) appropriate for a destructive batch operation.

3 / 3

Progressive Disclosure

A self-contained single-purpose skill with well-organized sections and no nested references; nothing needs splitting into bundle files, and a 'See also' section provides navigation to related skills.

3 / 3

Total

12

/

12

Passed

Description

100%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, concise description that states concrete capabilities and provides explicit, natural-sounding use-when triggers. It is clearly distinguishable from related memory skills and avoids over-claims or fluff.

DimensionReasoningScore

Specificity

Names three concrete actions — 'merging duplicates, resolving contradictions, and pruning stale entries' — matching the 'lists multiple specific concrete actions' anchor.

3 / 3

Completeness

Clearly states what it does (consolidation via merge/resolve/prune) and adds an explicit 'Use when...' clause answering when to invoke it.

3 / 3

Trigger Term Quality

'memory count is high', 'search results feel noisy or repetitive', and 'periodic cleanup' are natural phrases a user would say, giving good trigger coverage.

3 / 3

Distinctiveness Conflict Risk

The memory-consolidation niche is clearly distinct from sibling skills like targeted deletion or status checks, with specific non-overlapping triggers.

3 / 3

Total

12

/

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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