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 content is well-organized with executable quick-start code and a genuinely useful one-level-deep reference table (all links resolve), but the inlined interface catalog is verbose and token-heavy, and the workflow lacks explicit validation/verification checkpoints for batch data-fetch operations. Actionability and progressive disclosure are strong; conciseness and workflow clarity lag.
Suggestions
Move the 200-row interface catalog table out of SKILL.md into a separate references/接口列表.md file, leaving only a concise category overview and a pointer, to cut token cost dramatically.
Add an explicit validation step to the quick-start workflow (e.g. check the returned DataFrame is non-empty / verify token permissions before bulk requests) and an error-recovery loop for failed API calls.
Trim the empty or single-word description cells in the interface table and remove the overview paragraph that duplicates the frontmatter description.
| Dimension | Reasoning | Score |
|---|---|---|
Conciseness | The body is heavily padded: a 200+ row interface table with verbose per-interface descriptions and occasional empty cells, plus redundant overview text that repeats the frontmatter; much of this is catalog/reference material that bloats the token budget, matching 'noticeably verbose; several padded sections'. | 2 / 5 |
Actionability | It provides an executable install command, token setup, and a complete runnable Python snippet (import tushare, pro_api, pro.stock_basic), plus two working example scripts; guidance is mostly executable with only minor gaps (e.g. no error handling in the inline snippet). | 4 / 5 |
Workflow Clarity | The quick-start gives a numbered flow (install → register/token → find interface → call), but there are no explicit validation checkpoints or error-recovery loops, and the data-fetch operations can return partial/large results with no verification step, fitting 'steps listed but validation gaps'. | 3 / 5 |
Progressive Disclosure | The skill is well structured: a concise overview and quick-start inline, with 196 distinct one-level-deep reference links (all verified to exist on disk) organized by category in a table, plus two example scripts; minor gaps are the inline catalog table itself and no per-category landing page, but references are clearly signaled and navigable. | 4 / 5 |
Total | 13 / 20 Passed |