Claude Codepasses structure
Checker 0.1.0 · agent-skills-2026-08-13+claude-code-docs-2026-08-13 · 9/25/2026.claude/skills/ai-fingerprint-desensitizerRuntime, accounts, dependencies, permissions, network behavior and task quality remain untested.
Real Skill packageSource verifiedClawHub registry
ai-fingerprint-desensitizer
平台现在不是"猜"你是不是 AI 写的，是**拿语义指纹比对**——句子节奏、关联词习惯、段落结构、标点规范度，都对得上就降权。 问题是：**你根本不知道自己的稿子哪里像 AI**，只感觉"读起来有点平"。 这套做的是**检测 → 改写 → 复检**的闭环，不是丢你一段 prompt： 1. **五维指纹检测**（可定位到句）：句式指纹 / 词汇指纹 / 结构指纹 / 节奏指纹 / 标点指纹，逐维打分并**指出最像 AI 的那几句**——先知道病在哪，才谈得上改 2. **分层改写手法**（不是换词）：具体化替换（抽象论断 → 具体事实/数字/场景）、节奏打散（破坏均匀句长）、视角注入（第一人称经验与时间地点）、信息增量（补真实案例）——**平台真正奖励的是"人工介入痕迹"，不是同义词替换** 3. **闭环复检**：改完自动复检，未达标按最弱维度再改一轮（可设最多轮次），并输出前后对比报告 4. **平台差异**：头条（语义指纹比对 + 原创度权重）、公众号（完读率第一）、小红书（AI 辅助需标注）、网文（平台审核红线）各有侧重 ⚠️ **合规边界写死在包里**：这不是"洗稿工具"，也不是"绕过审核"——是把你自己的内容…
Identity and source
Publisher attributionlingyu9495-sourceregistry owner unverified by skillvetai
Functional categoryWriting, Content & Translationautomatically inferred · 56% rule confidence
Package forminstruction with code7 recorded files
Canonical sourceClawHub registryclawhub:lingyu9495-source:ai-fingerprint-desensitizer
Platform declarations
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OpenClawnative officialProvenance: registry distribution
Independent structural checks
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OpenAI Codexpasses structure
Checker 0.1.0 · agent-skills-2026-08-13+codex-docs-2026-08-13 · 9/25/2026.agents/skills/ai-fingerprint-desensitizerRuntime, accounts, dependencies, permissions, network behavior and task quality remain untested.
OpenClawpasses structure
Checker 0.1.0 · agent-skills-2026-08-13+openclaw-docs-2026-08-13 · 9/25/2026skills/ai-fingerprint-desensitizerRuntime, accounts, dependencies, permissions, network behavior and task quality remain untested.
Installation and inspection
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clawhub install @lingyu9495-source/ai-fingerprint-desensitizerclawhub inspect @lingyu9495-source/ai-fingerprint-desensitizer --version 1.0.0Security evidence
SkillVetAI static result: no findings detected
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- Status
- completed
- Coverage
- full text content
- Files
- 7 / 7 inspected as text
- Checked
- 9/25/2026, 5:16:11 PM
- Scanner
- 0.1.3
- Policy
- 1.0.3
External clawhub result: suspicious
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- Evidence checked
- 9/25/2026, 5:01:49 PM
- Release binding
- Matches this record
- llm: suspicious
Recorded files
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Package content hash
sha256:c47eefd8906c91706e9dfc46c80382f18e9f09647922f33485834b0cfcb55ae0Show up to 7 recorded paths
references/compliance-boundary.mdreferences/detection-rules.mdreferences/platform-profiles.mdreferences/rewrite-playbook.mdscripts/fingerprint_check.pySKILL.mdtemplates/rewrite-report.md
Source changelog
sync_all pipeline publish 2026-09-26 00:57:57