Content
77%Reviews the quality of instructions and guidance provided to agents. Good implementation is clear, handles edge cases, and produces reliable results.
A highly actionable, well-sequenced classification workflow with concrete tool calls, explicit thresholds, and a clear output template. Its main weaknesses are length-driven conciseness and the absence of any progressive disclosure via bundle files despite being a long monolithic document.
Suggestions
Tighten the conceptual prose in each phase (e.g., 'Population AF is among the strongest evidence in either direction') and merge the KEY PRINCIPLES list into the phase guidance where they are already implied, cutting tokens without losing the specific thresholds.
Move the Tool Parameter Reference table and the Common Patterns walkthroughs into references/ files (e.g., TOOLS.md and PATTERNS.md) and link them one level deep from SKILL.md to improve progressive disclosure and reduce the monolithic body.
Add an explicit per-phase validation micro-checklist (e.g., 'confirm MANE transcript match before proceeding') so the validation feedback loop is as visible as the Phase 0 framing.
| Dimension | Reasoning | Score |
|---|---|---|
Conciseness | Mostly efficient and packed with specific thresholds (REVEL >= 0.7, PP1_Strong at >= 7 meioses, pLI >= 0.9), but at ~240 lines some conceptual framing ('Population AF is among the strongest evidence') and the restated KEY PRINCIPLES list could be tightened. | 2 / 3 |
Actionability | Every phase ships concrete tool invocations with parameters, a full tool-parameter table, explicit classification combination rules, a copy-ready output template, and worked end-to-end patterns. | 3 / 3 |
Workflow Clarity | The seven phases are clearly sequenced with Phase 0 as an explicit validation-first checkpoint, plus short-circuit gating (BA1) and 'note the gap and continue' recovery guidance; the read-only analysis task does not require destructive feedback loops. | 3 / 3 |
Progressive Disclosure | No bundle files exist and the skill is a single well-sectioned 240-line document, but nothing is split out — the tool reference table and worked patterns are inline content that could live in separate reference files. | 2 / 3 |
Total | 10 / 12 Passed |