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Diagnoses Mem0 connectivity, API key validity, and memory read/write functionality. Use when memory operations fail, searches return empty, or to verify the plugin is working correctly.

72

Quality

88%

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SecuritybySnyk

Passed

No findings from the security scan

SKILL.md
Quality
Evals
Security

Quality

Content

90%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 health-check skill with concrete tool invocations and explicit per-check validation. The main gap is that troubleshooting remedies are described rather than supplied, and the extended --deep mode could be separated out.

Suggestions

Inline at least one concrete fix per failed check in the Troubleshooting section (e.g., 'No API key configured' -> set MEM0_API_KEY or create ~/.pi/agent/mem0-config.json) rather than instructing Claude to generate them.

Consider moving the --deep memory-quality analysis into a separate reference file and linking to it, keeping the core health check as the lean default path.

Tighten vague thresholds in the deep mode (e.g., 'haven't been accessed recently' -> a concrete day count) to match the precision of the 180-day and >60% overlap rules.

DimensionReasoningScore

Conciseness

The body is lean and direct — checklists with concrete tool calls and no explanations of concepts Claude already knows; every section earns its place.

5 / 5

Actionability

Provides exact mem0_memory action parameters, query/content strings, env var name, config file path, PASS/FAIL criteria, and a concrete display example — fully executable guidance.

5 / 5

Workflow Clarity

Four checks are clearly sequenced with explicit per-check PASS/FAIL/WARN validation and a failure feedback loop; not a 5 because the troubleshooting fix steps are delegated ('add a section with specific fix steps') rather than pre-written.

4 / 5

Progressive Disclosure

Single-file skill with well-organized sections and no external references needed; not a 5 because the --deep quality scan is a distinct optional feature inlined rather than split into its own file.

4 / 5

Total

18

/

20

Passed

Description

87%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 clearly states both capability and trigger conditions with concrete, natural language. Minor room to expand action specificity and trigger synonyms, but overall well-differentiated and complete.

DimensionReasoningScore

Specificity

Names the Mem0 domain and several concrete diagnostic actions (connectivity, API key validity, read/write), matching anchor 4; not a 5 because 'memory read/write functionality' bundles actions rather than enumerating them comprehensively.

4 / 5

Completeness

Explicitly answers both what ('Diagnoses Mem0 connectivity, API key validity, and memory read/write functionality') and when ('Use when memory operations fail, searches return empty, or to verify the plugin is working correctly') with concrete trigger phrases.

5 / 5

Trigger Term Quality

'memory operations fail', 'searches return empty', and 'verify the plugin is working correctly' are natural user phrases with good coverage; not a 5 because no synonyms or variants are offered beyond these.

4 / 5

Distinctiveness Conflict Risk

Targets a specific named plugin (Mem0) with failure-specific triggers, giving it a clear niche with minimal conflict risk against other skills.

5 / 5

Total

18

/

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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