AC cn-academic-polish
中文学术论文润色与规范化检查。当用户要求"润色论文""修改学术语言""去口语化""规范参考文献""检查引文格式"，或粘贴中文学位论文/期刊论文段落请你优化时使用。依据《中文学术写作风格指南》逐句改写为论著体、锁定术语一致、按 GB/T 7714-2015 规范引文，并输出"润色后全文 + 修改对照表 + 遗留问题"三段式结果。
中文学术论文润色与规范化检查。当用户要求"润色论文""修改学术语言""去口语化""规范参考文献""检查引文格式"，或粘贴中文学位论文/期刊论文段落请你优化时使用。依据《中文学术写作风格指南》逐句改写为论著体、锁定术语一致、按 GB/T 7714-2015 规范引文，并输出"润色后全文 + 修改对照表 +…
As a process C 53/100 · Has gaps — weak spots: result and completion, when it triggers, inputs and preconditions
How to improve
- Say in the description WHEN to use the skill ("use when…", example requests): that is the agent's main cue.
- 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: 4. Evidence is masked. Grey chips explain why severity was lowered.
Against the Agent Skills spec
- warning
description-no-whendescription does not say WHEN to use the skill (no "use when")
Process rating: all ten parameters 53/100
- 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
- 20When it triggers. No condition that starts the skill
- 100Tools and files. No external tools needed
- 100Steps. 15 steps
- 100Consistency. Name and required fields are in place
- 100Execution cost. Instruction body is 200 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
- +4Description does not say when NOT to use the skill (false activations)
- +3Output format is not stated: the model decides each time
- +4No input/output examples
- +1No license
- +2Single-language instructions
- +5Description quotes 4 example trigger phrases
- +3Description length 164: enough signal without eating the budget
- +4Structure: 5 headings
- +3Step-by-step instructions: 15 items
- +4Reference files are cited in the instructions (1 of 1)
Quality base 70; lint remarks subtract, signals add up to 100. Result: 77.