Content
65%Reviews the quality of instructions and guidance provided to agents. Good implementation is clear, handles edge cases, and produces reliable results.
A well-organized, actionable skill body with a clear sequenced workflow and real executable scripts, weakened by minor redundancy, a missing post-edit verification feedback loop, and a referenced config.yaml that is not present in the bundle.
Suggestions
Add an explicit post-edit verification feedback loop in the workflow (e.g., after rewriting a cited sentence, re-render or re-check that the citation still compiles; revert if it breaks) to satisfy the destructive-change checkpoint expectation.
Provide the missing config.yaml referenced in '参考与验证' and loaded by run_ai_alignment.py, or remove the reference if configuration is optional, so navigated paths all resolve.
Trim redundancy between '修改边界' and the closing '核心原则' section, and consider whether the bensz-collect-bugs collaboration block belongs in this skill's core body.
| Dimension | Reasoning | Score |
|---|---|---|
Conciseness | The body is mostly lean (bullet lists, no explanations of what LaTeX/BibTeX/PDF are), but the final '核心原则' section restates the 修改边界 levels and the description's core principle, and the bensz-collect-bugs collaboration block is tangential boilerplate — so it could be tightened rather than every token earning its place. | 2 / 3 |
Actionability | Provides executable commands referencing the real script ('python3 scripts/run_ai_alignment.py --work-dir ... --prepare' / '--render'), concretely specifies the JSON input fields (句子、bibkey、DOI/URL、摘要), the citation category taxonomy (fake_citation, wrong_citation, ...), and the report section layout — copy-paste ready guidance. | 3 / 3 |
Workflow Clarity | The six-step workflow is clearly sequenced with guards ('缺任何核心文件时立即停止', '无法确认时保持原样'), but the destructive sentence-rewriting lacks an explicit validate→fix→retry feedback loop after edits, which the scoring notes say should cap destructive-change workflows at 2. | 2 / 3 |
Progressive Disclosure | Structure is well sectioned and the script entry point is signaled one level deep, but the body references 'config.yaml' (and the script loads it) while that file is absent from the bundle — a dangling reference that breaks clean navigation against the actual bundle structure. | 2 / 3 |
Total | 9 / 12 Passed |