Content
53%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.
The body is well-organized with executable examples and clear sequencing, but its entire detail layer is delegated to seven reference files that are not shipped, leaving the skill structurally broken despite good inline code. Redundant overview/summary sections and a version datestamp also cost token efficiency.
Suggestions
Ship the referenced files (references/sequence_io.md, alignment.md, databases.md, blast.md, structure.md, phylogenetics.md, advanced.md) or inline their essential content — as delivered, every "Reference:" pointer and grep pattern targets files that do not exist.
Cut the redundant sections: the Overview's verbatim repeat of the description, the Summary restating the workflow, and the Quick Reference duplicating the Reading Documentation grep block; move the "Biopython 1.85 (released January 2025)" stamp out of the main flow.
Add explicit validation checkpoints to the workflows, e.g. verify record counts after parsing, confirm `Entrez.read` succeeded before use, and retry-with-backoff on NCBI errors instead of only listing troubleshooting pairs after the fact.
| Dimension | Reasoning | Score |
|---|---|---|
Conciseness | The body is mostly Biopython-specific and earns its place, but the Overview repeats the frontmatter description verbatim, the Summary and Quick Reference sections restate earlier workflow and grep guidance, the Cookbook link duplicates the Tutorial URL, and the time-sensitive stamp "Biopython 1.85 (released January 2025)" is padding that will age. | 3 / 5 |
Actionability | Seven runnable quick examples (SeqIO.parse/convert, PairwiseAligner, Entrez.esearch, NCBIWWW.qblast, PDBParser, Phylo.read, SeqUtils) plus concrete grep commands are executable and cover the common cases; minor gaps include the undefined `sequence` variable in Pattern 3 and the bash install command shown in a python fence. | 4 / 5 |
Workflow Clarity | The 4-step workflow (identify module → read reference → extract patterns → combine modules) is clearly sequenced and the troubleshooting pairs give error-recovery guidance, but there are no explicit validation checkpoints, and the central step — "Read the appropriate reference file" — cannot actually be executed because the referenced files do not exist in the bundle. | 3 / 5 |
Progressive Disclosure | The overview-to-references design would score well on paper, but none of the seven referenced files (references/sequence_io.md, alignment.md, databases.md, blast.md, structure.md, phylogenetics.md, advanced.md) exist — the references/ directory is absent from the bundle, so the disclosure chain is broken and all delegated detail content is simply missing. | 2 / 5 |
Total | 12 / 20 Passed |