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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.

73

Quality

92%

Does it follow best practices?

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SecuritybySnyk

Passed

No findings from the security scan

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, lean diagnostic workflow with explicit pass/fail criteria, error handling, and cleanup. The main gaps are the heuristic (non-executable) criteria in the --deep quality checks and the unspecified delete action for probe cleanup.

DimensionReasoningScore

Conciseness

The body is lean: terse check lists, explicit PASS/FAIL criteria, and an illustrative output block, with no explanation of concepts Claude already knows. Every section earns its place.

5 / 5

Actionability

Checks 3 and 4 give concrete tool invocations ("mem0_memory tool with action=\"search\", query=\"health check\""; "action=\"add\", content=\"Health check probe — safe to delete.\"") and the display format is exact. However, the --deep quality checks rely on vague heuristics ("shared nouns > 60%", "haven't been accessed recently", "assert opposing facts") and the probe-cleanup delete action is never specified.

4 / 5

Workflow Clarity

Clear sequence with explicit validation: all four checks run in order ("Do not stop on the first failure"), each has PASS/FAIL criteria with error output, the destructive write is followed by cleanup, and any failure triggers a "## Troubleshooting" feedback loop with fix steps.

5 / 5

Progressive Disclosure

Sections are well organized and the skill is self-contained (no bundle files exist to reference), but all ~85 lines live in SKILL.md including the ~30-line --deep quality analysis, which is a natural candidate for a separate reference file. Good structure with a minor placement gap.

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: third-person, concrete about what it does, and explicit about when to use it. The only weakness is moderate synonym coverage in the trigger terms.

DimensionReasoningScore

Specificity

"Diagnoses Mem0 connectivity, API key validity, and memory read/write functionality" lists multiple concrete diagnostic actions that comprehensively cover the plugin's scope, in third-person voice. Score 4 would apply only if there were coverage gaps, which there are not.

5 / 5

Completeness

Both questions are explicitly answered: the "what" ("Diagnoses Mem0 connectivity, API key validity, and memory read/write functionality") and the "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

Natural user phrasings are present ("memory operations fail", "searches return empty", "verify the plugin is working correctly"), but common synonyms such as "mem0 is down", "memory not saving", or "health check" are missing. Good coverage, just short of the comprehensive synonym-level anchor 5.

4 / 5

Distinctiveness Conflict Risk

"Mem0" names a specific plugin and the triggers are its specific failure modes, giving a clear niche with minimal risk of firing for the wrong skill.

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.

Validation — 16 / 16 Passed

Validation for skill structure

No warnings or errors.

Repository

mem0ai/mem0

Path

integrations/pi-agent-plugin/skills/status/SKILL.md

Reviewed

Table of Contents

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