AD yotta-humanize
元真 —— 去 AI 味的中文写作编辑技能：检测器引擎（24 类规则 + 词表 + 统计突发性）识别并改写 AI 腔文本，让中文写作更自然、更像人写的。触发：编辑 / 润色文本、去 AI 味、让文章 / 文案 / 回复更像人写、发现文本充斥着 AI 常用词与句式（赋能 / 闭环 / 值得注意的是 / 综上所述 / 希望对你有所帮助 等）、给 AI 生成的中文稿件做检测与改写。边界：只处理文本，不生成新内容；不改写事实 / 数据 / 专有名词；不破坏作者原意；改写为确定性规则，不依赖模型。
元真 —— 去 AI 味的中文写作编辑技能：检测器引擎（24 类规则 + 词表 + 统计突发性）识别并改写 AI 腔文本，让中文写作更自然、更像人写的。触发：编辑 / 润色文本、去 AI 味、让文章 / 文案 / 回复更像人写、发现文本充斥着 AI 常用词与句式（赋能 / 闭环 / 值得注意的是 / 综上所述 /…
As a process D 46/100 · Unfinished process — 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: 17. 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 46/100
- 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
- 60Tools and files. Uses tools (python) that frontmatter does not declare
- 100Steps. 21 steps
- 100Consistency. Name and required fields are in place
- 100Execution cost. Instruction body is 576 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
- -32 of 3 scripts are never mentioned in SKILL.md
- +2Single-language instructions
- +3Description length 246: enough signal without eating the budget
- +4Structure: 8 headings
- +3Step-by-step instructions: 21 items
- +4Has examples (1 code blocks)
- +4Reference files are cited in the instructions (5 of 5)
- +1License stated
Quality base 70; lint remarks subtract, signals add up to 100. Result: 74.