Content
70%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 genuinely operational skill: exact tool signatures, parameter gotchas, quantified thresholds, fallback chains, and unusually good failure-mode decision logic. Its weaknesses are inline bloat — a general-concept paragraph and duplicated status caveats — and no progressive disclosure, with all 370 lines including the full tool reference living in SKILL.md itself.
Suggestions
Move the per-tool parameter reference (and the CompTox/T3DB operational detail) into a references/ file (e.g. TOOLS.md), keeping SKILL.md to the phase workflow and thresholds with clearly signaled links.
Delete or compress the 'Domain Reasoning' paragraph — acute-vs-chronic toxicology is knowledge Claude already has; keep only the instruction to classify temporality before proceeding.
State the CompTox API-key and T3DB-403 caveats once (in their phase sections OR Limitations) instead of nearly verbatim in both places, and add one worked example of a tool call with sample output under 'COMPUTE, DON'T DESCRIBE'.
| Dimension | Reasoning | Score |
|---|---|---|
Conciseness | The body is mostly tight operational detail (exact tool params, thresholds, fallbacks), but the 'Domain Reasoning' section spends a paragraph on textbook toxicology Claude already knows ("acute toxicity is captured by LD50 and emergency protocols, while chronic toxicity requires long-term carcinogenicity and repeat-dose studies"), and the CompTox/T3DB status caveats are stated at length twice (phase sections and again in Limitations). This matches 'mostly efficient but includes some unnecessary explanation or could be tightened' rather than the 'minor instances' of a 4. | 3 / 5 |
Actionability | Highly concrete: exact tool names with typed parameters ("FAERS_count_reactions_by_drug_event — Input: drug_name (str)"), a WRONG/CORRECT parameter table, explicit PRR thresholds, and a fallback chain. Not a 5 because there is no worked example of an actual tool invocation or its output, and the 'COMPUTE, DON'T DESCRIBE' directive mandates Python analysis without a single sample call or snippet — a minor gap against 'copy-paste ready... specific examples cover the common cases'. | 4 / 5 |
Workflow Clarity | The workflow is explicitly phased (Phase 0 disambiguation through Synthesis) with per-phase decision logic that functions as error recovery — "No direct AOP match: Try broader organ or mechanism terms", "No DTXSID match: ... document as 'not in CompTox' rather than treating it as zero hazard", plus fallback-chain and tool-presence gating checks. These are genuine validation checkpoints and feedback loops matching the top anchor, not merely 'most checkpoints present'. | 5 / 5 |
Progressive Disclosure | Section structure is clear (headers, horizontal rules, per-phase breakdown), but the entire skill is a single ~370-line inline file with no bundle references at all — the per-tool parameter reference for ~18 tools, the CompTox field-level details, and the limitations catalog are content that could live in a one-level-deep reference file. This matches 'some structure but... content that should be separate is inline' rather than the 'most content is appropriately placed' of a 4. | 3 / 5 |
Total | 15 / 20 Passed |