Content
72%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, highly actionable skill with excellent progressive disclosure and executable examples. Its main weakness is redundancy that inflates token cost, and the absence of explicit validation feedback loops for batch Entrez operations.
Suggestions
Remove the 'Common Patterns' section (or the per-module quick examples) — both cover the same ground, and consolidate the Entrez email setup so it appears once instead of four times.
Delete the 'Quick Reference' section; its rg patterns already appear under 'Reading Documentation', and fold the 'Summary' into the existing workflow guidance to avoid restating it.
Add an explicit validate→retry feedback loop for batch Entrez operations (e.g., handle HTTPError/rate-limit, back off, and re-fetch failed IDs) so the batch workflow clears the workflow_clarity cap.
| Dimension | Reasoning | Score |
|---|---|---|
Conciseness | Assumes Claude's competence (no basic-concept explanations, third-person voice), but contains several redundant padded sections: 'Common Patterns' duplicates the per-module quick examples, 'Quick Reference' repeats the earlier rg search guidance, 'Summary' restates the workflow, and the Entrez email setup is repeated four times. | 3 / 5 |
Actionability | Provides copy-paste-ready, executable code across every major capability (install pin, Entrez setup, SeqIO, Align, BLAST, PDB, Phylo, SeqUtils) plus concrete common-pattern pipelines covering the typical cases. | 5 / 5 |
Workflow Clarity | A sequenced general workflow (identify module → read reference → extract patterns → combine) and a troubleshooting section are present, but validation checkpoints are only implicit, and batch operations like Entrez batch download lack an explicit validate→fix→retry feedback loop, capping the score at 3 per the batch-operation rubric rule. | 3 / 5 |
Progressive Disclosure | The body is a clear overview with seven well-signaled, one-level-deep references (references/sequence_io.md, alignment.md, databases.md, blast.md, structure.md, phylogenetics.md, advanced.md), all verified to exist, with quick examples inline and bulk detail appropriately deferred to those files. | 5 / 5 |
Total | 16 / 20 Passed |