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tpmi-phewas-skill

Fetch compact TPMI PheWAS summaries for single variants by accepting rsID, GRCh37, or GRCh38 input and resolving to the required GRCh38 query. Use when a user wants concise TPMI association results for one variant

80

Quality

100%

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SecuritybySnyk

Low

Low-risk findings worth noting

SKILL.md
Quality
Evals
Security

Quality

Content

100%Weight 40%Scale 1-3

Reviews the quality of instructions and guidance provided to agents. Good implementation is clear, handles edge cases, and produces reliable results.

The body is a tight, well-structured operational spec with an executable example, explicit I/O contracts, and a real single script reference. It assumes Claude's competence, avoids concept explanations, and keeps content appropriately in one file for a simple skill.

DimensionReasoningScore

Conciseness

The body is lean and operational — it explains no concepts Claude already knows (no 'what is PheWAS' padding) and every line states a rule, I/O field, or command, matching the lean level-3 anchor rather than the mostly-efficient level 2.

3 / 3

Actionability

Provides a copy-paste executable command ('echo ... | python scripts/tpmi_phewas.py'), concrete input/output field lists, and ready-to-use JSON patterns, satisfying the fully-executable level-3 anchor.

3 / 3

Workflow Clarity

This is a simple single-task skill whose action (resolve input to GRCh38, run the script, summarize) is unambiguous; since the operation is read-only and neither destructive nor batch, the missing-validation cap does not apply and level 3 is warranted.

3 / 3

Progressive Disclosure

At under 50 lines with well-organized sections and a single one-level-deep, real reference (scripts/tpmi_phewas.py, which exists), it meets the simple-skill allowance for level 3 without needing deeper file splits.

3 / 3

Total

12

/

12

Passed

Description

100%Weight 40%Scale 1-3

Based on the skill's description, can an agent find and select it at the right time? Clear, specific descriptions lead to better discovery.

The description is concise, specific, and complete, naming concrete actions and an explicit 'Use when' trigger within a clearly distinct niche. It avoids fluff and over-claims while covering the natural trigger terms for its domain.

DimensionReasoningScore

Specificity

Lists multiple concrete actions — 'Fetch compact TPMI PheWAS summaries', 'accepting rsID, GRCh37, or GRCh38 input', and 'resolving to the required GRCh38 query' — matching the anchor for specific concrete actions rather than the vague single-action level 2.

3 / 3

Completeness

Explicitly states both what it does (fetch/resolve summaries) and when to use it via the 'Use when a user wants concise TPMI association results for one variant' clause, satisfying the level-3 anchor for both what and when.

3 / 3

Trigger Term Quality

Covers the natural terms a TPMI user would actually say — 'TPMI PheWAS', 'rsID', 'GRCh37', 'GRCh38', 'association results', 'variant' — giving good domain coverage rather than only jargon or a single keyword.

3 / 3

Distinctiveness Conflict Risk

The 'TPMI PheWAS' niche with its variant-input triggers is highly specific and unlikely to fire for unrelated skills, matching the clear-niche anchor rather than the overlap-prone level 2.

3 / 3

Total

12

/

12

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
openai/plugins
Reviewed

Table of Contents

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