AF review-diagnostics
文稿审稿诊断工具集。提供事实核查、读者模拟、结构分析、传播力评估和反AI味检测等审稿技法。Use when: (1) 需要对文章/播客稿/视频脚本进行深度审稿 (2) 发现某段读起来不顺/走神/假/有AI味 (3) 用户要求逐句审稿、事实核查、结构评估。Not for: 语法检查、文字校对、帮写文章。
文稿审稿诊断工具集。提供事实核查、读者模拟、结构分析、传播力评估和反AI味检测等审稿技法。Use when: (1) 需要对文章/播客稿/视频脚本进行深度审稿 (2) 发现某段读起来不顺/走神/假/有AI味 (3) 用户要求逐句审稿、事实核查、结构评估。Not for: 语法检查、文字校对、帮写文章。
As a process F 32/100 · Will not run — References files that are not bundled: references/dual-host-dialogue.md
How to improve
- The text references files that are not there: add them or drop the references.
- Your own cases (evals/evals.json, 4–6 real requests with expected answers): the full check would then run those instead of a model-drafted suite.
- A spec.yaml with trigger phrases and assertions — a behaviour contract for CI; `skilltest init` writes a template.
Guard findings · 0
✓ No critical or high findings
Files scanned: 8. Evidence is masked. Grey chips explain why severity was lowered.
Against the Agent Skills spec
- warning
missing-refreference to a missing file: references/dual-host-dialogue.md
Process rating: all ten parameters 32/100
- 0Tools and files. 1 referenced file(s) missing: references/dual-host-dialogue.md
- 0Result and completion. Does not say what the result is
- 0Inputs and preconditions. Does not say what the process needs to start
- 0Failures and branches. Linear process with no failure handling
- 0Progress reporting. Says nothing while it works
- 50Steps. 2 steps
- 50When it triggers. No condition that starts the skill
- 100Consistency. Name and required fields are in place
- 100Execution cost. Instruction body is 331 tokens
- 100Running it twice. No mutating operations
Everything here is measured from the skill text rather than judged by a model, so the numbers are checkable. A parameter weighs more when it is a more common reason for the process to stall.
Quality signals
- +5Description has no quoted example phrases that should trigger the skill
- +3No numbered steps or checklist
- +3Output format is not stated: the model decides each time
- +1No license
- +2Single-language instructions
- +4Description says when NOT to use the skill
- +3Description length 151: enough signal without eating the budget
- +4Structure: 7 headings
- +4Has examples (2 code blocks)
- +4Reference files are cited in the instructions (4 of 4)
- +3All 2 scripts are documented
Quality base 70; lint remarks subtract, signals add up to 100. Result: 86.