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customize

Configure Feynman specialists, skills, connectors, permissions, memory categories, compute providers, and project setup. Use when the task asks to customize the research workbench or create a reusable Feynman research capability.

71

Quality

86%

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SecuritybySnyk

Passed

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SKILL.md
Quality
Evals
Security

Quality

Content

86%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 tight, well-structured instruction skill with concrete paths, an explicit verification step, and no padding. The main gap is the absence of specific commands and an explicit retry loop when verification fails.

Suggestions

Add the concrete invocation for 'Pi command discovery' (e.g., the actual command) so step 4 is copy-paste executable.

Extend step 4 into a feedback loop: state what to do when verification fails (fix and re-verify before recording).

DimensionReasoningScore

Conciseness

The ~15-line body is lean, assumes Claude's competence, explains no basic concepts, and every line (paths, decision rule, verification, closing principle) earns its place.

5 / 5

Actionability

Concrete file paths (`.feynman/agents/`, `skills/`, `.feynman/workbench/settings.json`) and a clear decision procedure make the guidance mostly executable, but no specific commands are given and 'Pi command discovery' is named without an invocation example.

4 / 5

Workflow Clarity

A clearly sequenced 5-step workflow includes an explicit validation checkpoint in step 4, but lacks a feedback loop describing what to do when verification fails.

4 / 5

Progressive Disclosure

As a single-purpose skill under 50 lines needing no external references, the well-organized heading-plus-numbered-workflow-plus-principle structure meets the simple-skill exception for a top score.

5 / 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, third-person description that explicitly covers both what the skill configures and when to invoke it, with a comprehensive list of capability layers. Action variety is limited to a single verb and a few natural trigger synonyms are absent.

Suggestions

Vary the action verbs beyond 'Configure' (e.g., 'create reusable skills', 'grant permissions', 'register compute providers') to reach comprehensive action coverage.

Add natural synonyms in the trigger clause such as 'set up' or 'extend' alongside 'customize'.

DimensionReasoningScore

Specificity

Enumerates seven concrete configuration targets (specialists, skills, connectors, permissions, memory categories, compute providers, project setup), but relies on a single action verb 'Configure', leaving minor gaps versus the multi-verb anchor at 5.

4 / 5

Completeness

Explicitly states what (configure seven named capability layers) and when (explicit 'Use when...' trigger with concrete phrases), matching the anchor for clearly answering both.

5 / 5

Trigger Term Quality

The 'Use when the task asks to customize the research workbench or create a reusable Feynman research capability' clause supplies good natural keywords, though synonyms like 'set up' or 'extend' are missing.

4 / 5

Distinctiveness Conflict Risk

The proprietary Feynman framing and specific enumeration carve a clear niche with low conflict risk, but 'customize the research workbench' is broad enough to risk minor overlap with adjacent Feynman skills.

4 / 5

Total

17

/

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
companion-inc/feynman
Reviewed

Table of Contents

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