Content
65%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, actionable skill body with strong progressive disclosure and verifiable bundle files. Its main weaknesses are mild verbosity/redundancy across capability sections and the absence of an explicit validation feedback loop in the body for batch operations.
Suggestions
Consolidate the duplicated UniChem/compound example (sections 3 and 5) into a single canonical snippet and remove the standalone 'Note: BLAST jobs are asynchronous' line, folding it into the BLAST example.
Add an explicit validate-then-retry checkpoint for batch operations in the body (e.g., for batch_id_converter.py: verify input IDs are recognized before bulk conversion, and report/skip unmapped IDs rather than failing silently).
Replace the undefined `protein_sequence` placeholder in the BLAST example with a concrete retrieval step or a clear comment that it comes from the prior `u.retrieve()` call.
| Dimension | Reasoning | Score |
|---|---|---|
Conciseness | The ~380-line body is mostly efficient with dense, runnable code per capability, but repeats setup (KEGG init, the compound/UniChem example appears in both sections 3 and 5) and includes minor padding like 'Note: BLAST jobs are asynchronous' that could be trimmed. | 3 / 5 |
Actionability | Provides executable, copy-paste-ready snippets with real method names, arguments, and example outputs ('Returns cpd:C11222'), plus runnable CLI scripts and inline version-aware caveats; small gaps like the undefined `protein_sequence` variable keep it just short of fully self-contained. | 4 / 5 |
Workflow Clarity | Multi-step pipelines are sequenced (5-6 numbered steps) and scripts include try/except with sys.exit-on-failure and BLAST status polling, but the SKILL.md body lacks an explicit validate-then-fix-then-retry feedback loop for the batch/destructive-style operations, which the rubric caps at 3. | 3 / 5 |
Progressive Disclosure | Clear overview with well-signaled, one-level-deep references (services_reference.md, workflow_patterns.md, identifier_mapping.md) and four executable scripts, all verified to exist on disk; content is appropriately split between the body and bundle files. | 5 / 5 |
Total | 15 / 20 Passed |