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clinical-decision-support

Prepare and validate research-only clinical decision-support evaluation, evidence-profile, cohort, survival, biomarker/model, privacy, and governance artifacts. Use for aggregate or synthetic research documentation and traceability—not patient care or live clinical operation.

68

Quality

86%

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SecuritybySnyk

Passed

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SKILL.md
Quality
Evals
Security

Quality

Content

78%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, domain-dense skill body with a clear workflow, real runnable scripts, and exemplary progressive disclosure into a complete, verified bundle. Remaining gaps are the absence of example invocations with actual arguments, no explicit error-recovery loops, and some repetition of the safety boundary.

DimensionReasoningScore

Conciseness

The body is dense, domain-specific guidance with no padding of concepts Claude already knows (e.g., it never explains what GRADE or survival analysis is), but the hard-safety boundary is restated across the Data Gate, artifact-header, and per-domain sections, which could be consolidated. Efficient with minor trimmable repetition — 4, not 5.

4 / 5

Actionability

Provides a concrete Need→Asset→Script table, runnable commands ("python3 scripts/validate_cds_artifact.py --help"), executable verification commands, and a required-header checklist. Not a 5 because no example invocation with real arguments is shown, only --help listings.

4 / 5

Workflow Clarity

A clear four-step sequence (Frame → Select artifact → Run locally → Human review) with a pre-script Data Gate checkpoint and a dedicated Verification section ("python3 -m unittest discover -s tests/clinical-decision-support..."), so the batch-operation cap does not apply. Not a 5 because explicit error-recovery feedback loops ('if validation fails, fix and re-run') are absent.

4 / 5

Progressive Disclosure

The body is a well-organized overview with per-section pointers ("See references/evidence_profiles.md") and a complete Reference Map annotating all twelve reference files; the asset/script table maps every workflow need to a real bundle file, and all referenced paths exist. References are one level deep and clearly signaled.

5 / 5

Total

17

/

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 specific, distinctive description with an explicit 'Use for' trigger clause and a well-drawn safety boundary. Its main weaknesses are a thin set of action verbs and missing common synonyms (e.g., GRADE, de-identification) that users might naturally say.

DimensionReasoningScore

Specificity

Names concrete actions ("Prepare and validate") across seven specific artifact types ("evaluation, evidence-profile, cohort, survival, biomarker/model, privacy, and governance artifacts"), matching the 'several specific actions; minor gaps' anchor. Not a 5 because only two verbs carry the action and what preparation involves is left implicit.

4 / 5

Completeness

Explicitly answers both: the "what" ("Prepare and validate research-only clinical decision-support ... artifacts") and the "when" with a concrete trigger clause ("Use for aggregate or synthetic research documentation and traceability") plus a negative boundary ("not patient care or live clinical operation").

5 / 5

Trigger Term Quality

"clinical decision-support", "evidence-profile", "cohort", "survival", "biomarker/model", "privacy", and "governance artifacts" are natural researcher phrasings with good coverage, but common synonyms a user might say (GRADE, de-identification, STROBE) are missing. Not a 5 because the anchor requires comprehensive synonym/extension coverage; clearly above 3 since most natural domain terms are present.

4 / 5

Distinctiveness Conflict Risk

"research-only" plus the explicit exclusion "not patient care or live clinical operation" carves a clear niche with distinct triggers and minimal conflict risk against general clinical, statistics, or documentation skills.

5 / 5

Total

18

/

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

K-Dense-AI/claude-scientific-writer

Path

skills/clinical-decision-support/SKILL.md

Reviewed

Table of Contents

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