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memory-to-skill

Turn workflows from your MemSearch memory into reusable skills. Use when the user asks to make/create/extract/distill a skill from what they just did or from past work, review skill candidates, install a distilled skill, or 'turn this into a skill'. Manages MemSearch procedural-memory candidates under .memsearch/skill-candidates/, not Codex's own skills system.

74

Quality

91%

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SKILL.md
Quality
Evals
Security

Quality

Content

92%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 dense, highly actionable skill body with executable commands, a clear staged workflow, explicit verification checkpoints before destructive install steps, and clean section organization. The only minor weakness is slight redundancy in guardrail phrasing.

DimensionReasoningScore

Conciseness

Mostly lean with executable commands and minimal concept padding, though some guardrail and clarification prose (e.g. the v0.4.11 allowlist note, repeated 'do not force it' caveats) could be trimmed without loss.

4 / 5

Actionability

Provides copy-paste-ready bash commands for add, status, list, install, and config operations with concrete flags and real paths, covering the common cases end to end.

5 / 5

Workflow Clarity

Clear staged flow (0→1→2) with intent routing, explicit human-checkpoint validation before install ('installing copies the candidate as-is, so this is the last chance to catch a wrong step'), re-check loops, and a Guardrails section.

5 / 5

Progressive Disclosure

Well-organized single-file skill with clear section headers and routing; no bundle files are needed or referenced, so the under-50-line/simple-skill exception applies and the structure is easy to navigate.

5 / 5

Total

19

/

20

Passed

Description

91%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 names concrete actions, leads with natural trigger verbs, and explicitly disambiguates MemSearch skill distillation from Codex's built-in skills. Both 'what' and 'when' are clearly answered with multiple trigger variants.

DimensionReasoningScore

Specificity

Names the MemSearch procedural-memory domain and several concrete actions (make/extract/distill skills, review candidates, install), with minor gaps like no explicit 'mine history' verb in the action list.

4 / 5

Completeness

Explicitly states what it does (turns MemSearch memory workflows into reusable skills, manages candidates) and when to use it with a concrete 'Use when the user asks to...' trigger clause and multiple trigger variants.

5 / 5

Trigger Term Quality

Includes natural user phrasings users would actually say ('turn this into a skill', 'make/create/extract/distill', 'review skill candidates', 'install') plus the store path and conflict-disambiguation cue.

5 / 5

Distinctiveness Conflict Risk

Scoped to MemSearch procedural-memory candidates under a specific path and explicitly disambiguates from Codex's own skills system, giving it a clear niche with minimal conflict risk.

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
zilliztech/memsearch
Reviewed

Table of Contents

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