Content
46%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-structured, detailed skill body with concrete tool names and a clear 4-phase pipeline, but it suffers from triple-redundancy of the phase descriptions, no executable code examples, and broken/incomplete bundle references. The batch operation lacks explicit verification checkpoints, capping workflow clarity at 3.
Suggestions
Remove the redundant restatement of the 4 phases in 'Usage Patterns' and 'Summary'; keep one canonical workflow description and reference it.
Fix the broken 'QUICK_START.md' reference (line 275) — either create it as a bundle file or remove the citation — and add a reference to the existing 'scripts/metabolism_ref.py' bundle file where appropriate.
Move the 'Reasoning Framework' mass-spectrometry section (lines 246-267) into a separate reference file (e.g. references/identification_reasoning.md) and link to it from the main body.
Add at least one executable Python snippet showing a complete tool call (e.g. HMDB_search with operation parameter) to lift actionability above 3.
| Dimension | Reasoning | Score |
|---|---|---|
Conciseness | Mostly efficient but redundant: the 4-phase pipeline is described three times (Research Workflow lines 37-62, Usage Patterns lines 66-106, Summary lines 227-231) and the 'Key Features' checkmark block ('✅ 100% test coverage', '✅ Implementation-agnostic documentation') is marketing-style padding. Could be tightened significantly without losing clarity. | 3 / 5 |
Actionability | Gives concrete tool names and parameters ('HMDB_search: Requires operation="search" parameter', 'FooDB_get_compound (param fdb_id, e.g. "FDB000004")', 'Always check response type with isinstance()') but provides NO executable code blocks anywhere. Specific enough to act on, but missing copy-paste-ready examples; matches the 'some concrete guidance but incomplete' anchor. | 3 / 5 |
Workflow Clarity | 4-phase pipeline is clearly sequenced (lines 37-62) with a fallback hierarchy (HMDB → PubChem) and error-recovery ('continue with remaining phases'). However this is a batch skill processing metabolite lists and writing files, and the 'validation' present is error-avoidance rather than explicit verification checkpoints — per the batch-operation cap, cannot exceed 3. | 3 / 5 |
Progressive Disclosure | Body references 'QUICK_START.md' (line 275) which does NOT exist as a bundle file, and never references the one existing bundle file 'scripts/metabolism_ref.py'. The ~25-line 'Reasoning Framework' mass-spectrometry section (lines 246-267) is inlined content that clearly belongs in a separate reference file. Broken reference plus unreferenced bundle matches 'references are buried / content that clearly belongs in separate files is inlined.' | 2 / 5 |
Total | 11 / 20 Passed |