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research-review

Run a tough but constructive internal research critique of an AI research artifact. Use when the user asks for a review, critique, feedback on a paper or draft, or wants to identify weaknesses before submission.

68

Quality

82%

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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 minimal, well-structured wrapper that delegates cleanly to a slash command with no wasted tokens. Its only real weakness is that it offloads all operational detail to the slash command, leaving minor gaps in actionability and an absent completion-checkpoint.

Suggestions

Add a one-line note on what to pass to `/review` (e.g. the artifact path or draft text) so the entry action is fully specified.

Add a brief completion checkpoint, e.g. confirm the structured review is written to `outputs/` and covers the expected critique dimensions before finishing.

DimensionReasoningScore

Conciseness

The body is four lean lines with no padding and no explanation of concepts Claude already knows; the one cautionary note ("do not try to read a relative prompt-template path") earns its place, matching the lean score-5 anchor.

5 / 5

Actionability

It gives a concrete executable instruction ("Run the `/review` workflow") plus the agents and output location, but delegates all substantive guidance to the slash command, leaving minor gaps about arguments or what the critique should cover, so it is not the fully-specified score-5 level.

4 / 5

Workflow Clarity

The single action is unambiguous and the output destination is stated, but there is no checkpoint or validation that the critique is complete before writing to `outputs/`, which keeps it below the explicit-validation score-5 anchor even under the simple-skill exception.

4 / 5

Progressive Disclosure

The skill is under 50 lines, needs no external references (no references/scripts/assets exist), and is organized into a clear heading plus labeled fields, satisfying the simple-skill exception for a top score.

5 / 5

Total

18

/

20

Passed

Description

78%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 well-constructed description that cleanly answers both what the skill does and when to invoke it, with natural trigger terms. It is slightly held back by naming only one action and by the broad "review" trigger overlapping with neighboring review skills.

DimensionReasoningScore

Specificity

It names the domain ("AI research artifact") and one concrete action ("Run a tough but constructive internal research critique"), but stops at a single action rather than listing several, matching the score-3 anchor and falling short of score 4's "several specific actions".

3 / 5

Completeness

It explicitly answers both "what" (run a constructive internal research critique of an AI research artifact) and "when" ("Use when the user asks for a review, critique, feedback on a paper or draft, or wants to identify weaknesses before submission") with concrete trigger phrases, matching the score-5 anchor.

5 / 5

Trigger Term Quality

It surfaces natural terms users would say — "review", "critique", "feedback", "paper", "draft", "identify weaknesses before submission" — giving good coverage, but misses common synonyms like "manuscript", "preprint", or file extensions, so it is not the comprehensive score-5 level.

4 / 5

Distinctiveness Conflict Risk

The research-artifact/paper/draft niche is mostly distinct, but the generic trigger "review" overlaps with adjacent skills (e.g. PR/code/security review), giving minor conflict risk rather than the minimal-risk score 5.

4 / 5

Total

16

/

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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