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medical-review-writer-architect

A multi-stage workflow for writing long-form medical reviews; used when the user needs to build an outline based on PubMed literature, write chapter by chapter, perform supplementary searches, and format citations; input is the review topic and project directory, output is a c...

72

Quality

90%

Does it follow best practices?

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SecuritybySnyk

Low

Low-risk findings worth noting

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.

An exceptionally actionable and well-sequenced workflow with robust validation checkpoints and clean progressive disclosure into real bundle files. The only weak spot is mild redundancy from repeated detail-pointer callouts.

Suggestions

Consolidate the repeated 'Detailed instructions: See references/workflow-details.md Stage N' callouts into a single staged reference map to reduce redundant tokens.

Trim restated mandates (e.g., the sub-heading requirement appears in both Stage 1 and Stage 3) by cross-referencing instead of repeating.

Move the duplicated 'do not cite in Abstract/Conclusion' rule to one canonical Core Principles entry rather than restating it per stage.

DimensionReasoningScore

Conciseness

Mostly lean imperative instructions with concrete commands, but recurring 'Detailed instructions: See references...' callouts and restated mandates add minor over-explanation that could be trimmed.

4 / 5

Actionability

Fully executable copy-paste-ready commands with exact flags, naming conventions, and quantitative thresholds (150 PMIDs, <7000 chars, >2 refs/sentence) cover the common cases throughout every stage.

5 / 5

Workflow Clarity

Six clearly sequenced stages with explicit validation via check_section.py, a state-machine feedback loop, post-write supplementation, and user-confirmation gates before proceeding — strong checkpoints and error recovery for a batch/file workflow.

5 / 5

Progressive Disclosure

The SKILL.md body is a clear overview pointing one level deep to references/workflow-details.md, references/citation-guide.md, assets/Review_Final.md, and named scripts — all verified to exist, well-signaled, and appropriately split.

5 / 5

Total

19

/

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, specific description that clearly states capabilities and a concrete use trigger, with explicit inputs and outputs. Minor keyword-synonym gaps are the only thing keeping specificity and trigger_term_quality below 5.

DimensionReasoningScore

Specificity

Lists several concrete actions ('build an outline based on PubMed literature, write chapter by chapter, perform supplementary searches, and format citations') plus explicit input/output, with only minor coverage gaps preventing a 5.

4 / 5

Completeness

Explicitly answers both 'what' (multi-stage workflow with enumerated actions) and 'when' ('used when the user needs to...'), and adds concrete inputs/outputs with concrete trigger phrases.

5 / 5

Trigger Term Quality

Good keyword coverage ('medical reviews', 'PubMed literature', 'outline', 'chapter', 'citations') but a few natural user phrasings and synonyms are absent, so it sits below the comprehensive anchor 5.

4 / 5

Distinctiveness Conflict Risk

The PubMed-based long-form medical review niche with an outline/chapter/citation workflow is clearly distinguishable with minimal overlap risk against other skills.

5 / 5

Total

18

/

20

Passed

Validation

93%

Checks the skill against the spec for correct structure and formatting. All validation checks must pass before discovery and implementation can be scored.

Validation15 / 16 Passed

Validation for skill structure

CriteriaDescriptionResult

frontmatter_unknown_keys

Unknown frontmatter key(s) found; consider removing or moving to metadata

Warning

Total

15

/

16

Passed

Repository
aipoch/medical-research-skills
Reviewed

Table of Contents

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