Content
88%Weight 40%Scale 1-5Reviews the quality of instructions and guidance provided to agents. Good implementation is clear, handles edge cases, and produces reliable results.
A well-engineered operational skill body: concrete tool-level guidance, parameter verification, fallback chains, and validation checkpoints give it excellent actionability and workflow clarity. The main improvements are de-duplicating threshold/retry content that recurs across the framework, PATH, and synthesis sections, and tightening the overlap between the inline overview and IMPLEMENTATION.md.
Suggestions
Consolidate the pLI/LOEUF and druggability threshold guidance, which currently appears in the four-question framework, PATH 6/7, and the Synthesis section, into one canonical table.
Keep retry/fallback chains in one place (either inline or IMPLEMENTATION.md) to remove the duplicated listing.
Verify the five referenced .md files ship in the bundle so the one-level-deep navigation actually resolves.
| Dimension | Reasoning | Score |
|---|---|---|
Conciseness | The body is dense and operational — tool names, parameter corrections, fallback chains, thresholds — and avoids explaining concepts Claude already knows; the domain thresholds (pLI > 0.9, OpenTargets score > 0.7, Nelson et al. 2015) are genuinely additive. It is not a 5 because there is repetition: safety/pLI reasoning appears in the four-question framework, PATH 6, and the synthesis section, and retry logic appears inline despite being delegated to IMPLEMENTATION.md. | 4 / 5 |
Actionability | Guidance is concrete and executable throughout: exact tool names per path, a working get_tool_info snippet, a table of parameter corrections ('takes `id` not `uniprot_id`'), named fallback chains, data minimums ('20 interactors OR documented explanation'), and explicit section-mapping for every path. It is not a 4 because the specific steps and parameters are given directly rather than left as high-level hints. | 5 / 5 |
Workflow Clarity | The sequence is explicit and gated: identifier resolution first, PATH 0 before specialized paths, 'verify params BEFORE calling ANY tool for the first time', retry/fallback logic with 'NEVER silently skip failed tools', and a completeness audit checklist 'REQUIRED before finalizing'. These are explicit validation checkpoints with error-recovery feedback loops, matching the anchor-5 example's validate-fix-proceed pattern. | 5 / 5 |
Progressive Disclosure | Structure matches the anchor-5 pattern — an overview body with well-signaled one-level-deep references (IMPLEMENTATION.md, EVIDENCE_GRADING.md, REPORT_FORMAT.md, REFERENCE.md, EXAMPLES.md) both inline and in a Reference Files table. It is not a 5 because some detail that is explicitly delegated to IMPLEMENTATION.md (retry logic, identifier resolution steps) is also duplicated inline, and the five referenced files were not present in the provided bundle, so the reference targets could not be verified. | 4 / 5 |
Total | 18 / 20 Passed |