Content
62%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 excels at workflow clarity (well-sequenced steps with a strong validation/feedback loop) and is largely actionable via runnable scripts, but it is heavily verbose with repeated style/arrow guidance restated across multiple sections and inlines far too much content that should live in separate reference files.
Suggestions
Extract the repeated CVPR/NeurIPS style guide, color palette, and arrow standards into a single references/style-guide.md and reference it once instead of restating the rules in the Step 1 prompt, Step 3 request, and Step 5 checklist.
Move the full Step 1 prompt template and the Step 5 STRICT review template into references/ files, keeping only a concise summary and a pointer inline in SKILL.md.
Consolidate the bilingual guidance so each rule appears once with both languages side by side, eliminating the near-duplicate 'What to AVOID', 'RED FLAGS', and 'DON'T' lists that restate the same prohibitions.
| Dimension | Reasoning | Score |
|---|---|---|
Conciseness | The body is noticeably verbose: the arrow/color/style standards are restated almost verbatim in the Style Guide, the Step 1 prompt template, the Step 3 verification request, and the Step 5 review checklist, and bilingual English+Chinese doubling inflates length further — several padded, redundant sections that could be tightened to a single canonical reference. | 2 / 5 |
Actionability | Provides concrete, copy-paste-ready bash scripts with real curl endpoints, Python JSON payload builders, and base64 image extraction; minor gaps remain in template placeholders like [Component 1] and $ARGUMENTS, but the common-case flow is executable. | 4 / 5 |
Workflow Clarity | Clear Step 0–8 sequence with an explicit validation feedback loop (STRICT review → score gate ≥9 → targeted improvement prompt → loop back to Step 2) and a detailed review checklist, matching the top anchor for sequenced validation and error-recovery feedback loops. | 5 / 5 |
Progressive Disclosure | Despite clear section headers, all material — the full style guide, multi-line prompt templates, complete bash scripts, and the review checklist — is inlined into one 687-line monolithic SKILL.md with no references/ or scripts/ files, so content that clearly belongs in separate files is not split out. | 3 / 5 |
Total | 14 / 20 Passed |