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 skill gives executable, well-referenced guidance with a clear pipeline, but is padded with marketing prose and repeated examples and lacks validation checkpoints for its batch operations. Trimming the redundant sections and adding verify/retry steps would meaningfully raise quality.
Suggestions
Trim the marketing-flavored '技术说明', 'Coze Bot优势', and '性能优化' sections and remove 示例1 since it duplicates the 操作步骤 commands — keep only what Claude cannot infer.
Add explicit validation checkpoints to the workflow: verify frames were extracted and are non-empty before analysis, check that API keys are set before calling, and include a fix-and-retry loop on analysis failures.
Audit the optional parameters (--start_time, --end_time, --resolution, --detail, --batch_size, --image) against the actual scripts to avoid documenting flags that do not exist, and remove the hardcoded real-looking COZE_API_KEY from the example.
| Dimension | Reasoning | Score |
|---|---|---|
Conciseness | The body is noticeably verbose: the "技术说明", "Coze Bot优势", and "性能优化" sections repeat marketing-style explanations Claude already knows, and 示例1 re-states the exact commands already given in 操作步骤. | 2 / 5 |
Actionability | Provides concrete, copy-paste-ready commands with real script paths and parameters (e.g. `python scripts/video_frame_extractor.py --input ... --interval 3 --max_frames 10`), with only minor gaps such as optional flags that may not match the actual scripts. | 4 / 5 |
Workflow Clarity | The three-step sequence (抽帧 → 视觉分析 → 结果整合) is clear, but this batch operation has no validation checkpoints (no verify-frames-extracted, no API-key pre-check, no error/retry handling); per the rubric cap, batch workflows without validation cannot exceed 3. | 3 / 5 |
Progressive Disclosure | Good structure with a clear 资源索引 linking one-level-deep references (scripts + references/analysis-guide.md, all real files); some inlined marketing/technical bulk that could be trimmed keeps it just below a 5. | 4 / 5 |
Total | 13 / 20 Passed |