Content
57%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 actionable with executable code and real tool commands, but it is padded with redundant rule restatements and background explanation, lacks a sequenced workflow with validation checkpoints for destructive mutations, and fails to offload reference material to the existing bundle file.
Suggestions
De-duplicate the N-X-[S/T] rule (state it once) and trim the Overview's background on what glycosylation is, since Claude already knows it; consolidate the closing 'Additional Resources' with the per-tool URL lists to remove repetition.
Add a short sequenced workflow (e.g., predict with NetNGlyc/NetOGlyc -> verify with the local scanner -> mutate with eliminate/add_glycosite -> re-scan to confirm) with an explicit validation/re-scan checkpoint for destructive mutations.
Move the database reference blocks (GlyConnect, UniCarbKB, GlyTouCan, glycan-notation tables) into references/glycan_databases.md and link to it from the body so SKILL.md stays an overview with one-level-deep, clearly signaled references.
| Dimension | Reasoning | Score |
|---|---|---|
Conciseness | The N-X-[S/T] rule is repeated across Overview, headers, and docstrings, and the Overview explains background glycosylation facts Claude already knows; closing 'Additional Resources' also re-lists URLs already given in the tool sections, so it is mostly efficient but padded in several places. | 3 / 5 |
Actionability | Provides concrete, executable Python (find_n_glycosylation_sequons, eliminate_glycosite, predict_o_glycosylation_hotspots) and real GlycoSHIELD CLI invocations, but submit_netoglycv4 only prints a URL rather than executing and query_glyconnect uses an API shape that may not be real, leaving minor gaps. | 4 / 5 |
Workflow Clarity | Content is organized by analysis type rather than as a sequenced pipeline, and the destructive sequence-mutation helpers (eliminate_glycosite/add_glycosite) lack validation/verify checkpoints beyond an assert, which caps workflow clarity at 3 per the destructive-operation rule. | 3 / 5 |
Progressive Disclosure | A bundle file references/glycan_databases.md exists but is never linked or signposted from the body, while large reference-style content (database listings, glycan-notation tables, Additional Resources) is inlined in SKILL.md instead of being split into the existing reference file. | 3 / 5 |
Total | 13 / 20 Passed |