humanizer-cn
v1.0.0去除中文文本中的 AI 写作痕迹，使其读起来自然。基于维基百科 AI 写作特征指南，检测 24 种 AI 模式。触发词：humanizer-cn、去除 AI 痕迹、去除 AI 写作痕迹、中文文本人性化。
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byJialin@0xcjl
MIT-0
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LicenseMIT-0 · Free to use, modify, and redistribute. No attribution required.
Security Scan
OpenClaw
Benign
high confidencePurpose & Capability
The name/description (remove AI writing traces from Chinese text) matches the SKILL.md and READMEs. The skill declares no binaries, env vars, or config paths and does not ask for unrelated capabilities; README's optional git clone points to a plausible project repo and is proportional to the purpose.
Instruction Scope
SKILL.md instructs the agent to read user-provided text, identify 24 AI patterns, and rewrite problematic fragments — all within the expected scope. It does not instruct reading system files, environment variables, or sending data to external endpoints. Note: the declared allowed-tools list (Read, Write, Edit) could permit file/document operations at runtime depending on platform permissions; the skill itself does not request arbitrary file access.
Install Mechanism
This is instruction-only with no install spec (lowest risk). The README suggests optional installation via a GitHub repo (git clone), which is a normal repo-based install suggestion and not executed automatically by the skill.
Credentials
No environment variables, secrets, or credentials are required. The skill's needs are minimal and proportional to text-processing functionality.
Persistence & Privilege
always:false and no special persistence or system-wide configuration changes are requested. The skill allows agent invocation (default) but does not demand permanent presence or modify other skills. The combination of allowed-tools and autonomous invocation is normal for text-editing skills, but platform-level permissions determine whether files/documents can be accessed or edited.
Assessment
This skill appears coherent and low-risk, but consider these practical precautions before installing or using it: (1) Do not paste sensitive or private data into the skill — processed text may be logged by the platform. (2) If you install manually from GitHub, verify the repository and its contents yourself; the skill's README references a repo but the skill package is instruction-only. (3) Check what the platform's Read/Write/Edit permissions allow: confirm the agent will ask you before reading or modifying any files/documents. (4) If you need guarantees about data residency or logging, prefer local/manual edits or redact sensitive fields before submitting text to the skill.Like a lobster shell, security has layers — review code before you run it.
ai-detectionvk97akzsttr76jmjxqftee3vcr9846b23chinesevk97akzsttr76jmjxqftee3vcr9846b23humanizervk97akzsttr76jmjxqftee3vcr9846b23latestvk97akzsttr76jmjxqftee3vcr9846b23text-editingvk97akzsttr76jmjxqftee3vcr9846b23writingvk97akzsttr76jmjxqftee3vcr9846b23
License
MIT-0
Free to use, modify, and redistribute. No attribution required.