Content
72%Reviews the quality of instructions and guidance provided to agents. Good implementation is clear, handles edge cases, and produces reliable results.
The content is highly actionable with executable commands and a clean progressive-disclosure structure pointing to real bundle files, but it is held back by repetitive sections that restate known concepts and a batch workflow that lacks explicit validation checkpoints or error-recovery loops.
Suggestions
Add validation/verification checkpoints to the workflow (e.g. verify extracted frames count before analysis, check API response status and retry on failure) to lift workflow clarity.
Collapse the redundant '可选参数', '使用示例', and '技术说明' sections and remove explanations of concepts Claude already knows (OpenCV internals, batch/caching benefits) to tighten conciseness.
Remove or externalize the hardcoded plaintext COZE_API_KEY and BOT_ID from the skill body — credential secrets should not be embedded in documentation.
| Dimension | Reasoning | Score |
|---|---|---|
Conciseness | Mostly efficient with concrete commands and parameters, but restates the same scripts/params across '操作步骤', '可选参数', '使用示例', and '技术说明', and the '技术说明'/'Coze Bot优势' sections explain concepts Claude already knows (OpenCV VideoCapture, batch efficiency, caching), so it could be tightened. | 2 / 3 |
Actionability | Provides fully executable bash invocations with real script paths, concrete flags, and a copy-paste-ready JSON output schema — matching the anchor for fully executable, specific examples. | 3 / 3 |
Workflow Clarity | The 抽帧→视觉分析→结果整合 sequence is clearly laid out with two alternative paths, but this batch operation (batch frame extraction and batch image API analysis) has no validation/verification checkpoints or error-recovery feedback loops, which caps workflow clarity at 2 per the rubric guideline. | 2 / 3 |
Progressive Disclosure | The body is a concise overview with a '资源索引' section of well-signaled, one-level-deep markdown links to verified existing bundle files (three scripts + references/analysis-guide.md), matching the anchor for clear overview with appropriately split references. | 3 / 3 |
Total | 10 / 12 Passed |