AC english-native-reviewer
不只是语法检查——专治中式英语（Chinglish）和翻译腔。四级递进审查（L1语法→L2翻译腔→L3用词→L4风格）， 把中国作者写的英文改得像母语者写的。 Use when user asks to 检查英文语法、润色英文、修改英文表达、把这段英文改得更地道、 英文翻译腔检测、去Chinglish、英文写作审查、帮我看下这段英文、rewrite this paragraph、 make this more native、英文邮件润色、英文报告审查、帮我改掉翻译腔、 这段英文太中式了、grammar check、native English review. 不适用于中文写作审查、非英语语言翻译、编程代码审查、事实准确性校验、法律/医学专业审校. 此技能需手动触发.
不只是语法检查——专治中式英语（Chinglish）和翻译腔。四级递进审查（L1语法→L2翻译腔→L3用词→L4风格）， 把中国作者写的英文改得像母语者写的。 Use when user asks to 检查英文语法、润色英文、修改英文表达、把这段英文改得更地道、…
As a process C 53/100 · Has gaps — weak spots: result and completion, when it triggers, inputs and preconditions
How to improve
- 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
✓ No remarks against the Agent Skills spec
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. 54 steps
- 100Consistency. Name and required fields are in place
- 100Execution cost. Instruction body is 848 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
- +4Description does not say when NOT to use the skill (false activations)
- +3Output format is not stated: the model decides each time
- +1No license
- +2Single-language instructions
- +3Description length 337: enough signal without eating the budget
- +4Structure: 20 headings
- +3Step-by-step instructions: 54 items
- +4Has examples (7 code blocks)
- +4Reference files are cited in the instructions (3 of 3)
Quality base 70; lint remarks subtract, signals add up to 100. Result: 88.