Content
83%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 highly actionable, token-efficient reference cookbook with executable code and clean section structure. The main gap is workflow clarity: batch operations show sequences but do not integrate explicit validation/feedback checkpoints inline, so the batch-operation cap holds workflow clarity at 3.
Suggestions
Weave validation checkpoints into the batch workflow examples (e.g., after each efetch batch, check for partial/empty results or HTTP errors before continuing) so the search→filter→download→parse loops have explicit feedback loops.
Add a short end-to-end worked example that shows the full search→download→parse→validate sequence with inline error checks, rather than separating error handling into Section D only.
Consider moving the larger Section A format cookbook or Section B API patterns into additional one-level reference files to further lighten the main SKILL.md body.
| Dimension | Reasoning | Score |
|---|---|---|
Conciseness | A dense reference cookbook of code snippets with inline format-naming comments; it assumes Claude's competence and avoids explaining concepts Claude already knows, so every token earns its place. | 5 / 5 |
Actionability | Fully executable, copy-paste-ready code throughout — real API URLs, query params, pagination/cursor loops, and per-format parsers covering the common scientific-data cases. | 5 / 5 |
Workflow Clarity | Multi-step batch workflows (e.g., esearch→efetch in batches, cursor pagination) are sequenced but lack inline validate→fix→retry checkpoints; error handling and retries live in a separate Section D rather than being woven into the workflow steps, so the batch-operation cap applies. | 3 / 5 |
Progressive Disclosure | Good section structure with a well-signaled, one-level-deep reference (references/specialized-domains.md, with a 'When to Read' table) for domains 11-24, though substantial cookbook and API content remains inline in the 390-line body rather than being split further. | 4 / 5 |
Total | 17 / 20 Passed |