Real Skill packageSource verifiedClawHub registry

bias-auditor

当用户说『AI回答有偏见』『输出性别/地域/年龄刻板印象』『怎么检测模型偏见』『内容要过公平审查』，或在发布面向人群的内容(招聘/推荐/客服/评测)前想做公平性自检时使用。把模型输出当『带视角的生产物』：扫人口群体词·刻板表述·单边归因，标出潜在偏见并给去偏改写建议。理论根基：LGD 三律（有籍·有证·有门禁）。触发词：偏见检测、bias audit、公平性、刻板印象、AI歧视、内容审查、公平自检、stereotype。

Identity and source

Publisher attributionzhaoxinghua09-cellregistry owner unverified by skillvetai
Functional categoryAwaiting category reviewreview pending · 0% rule confidence
Package forminstruction with code7 recorded files
Canonical sourceClawHub registryclawhub:zhaoxinghua09-cell:bias-auditor
Open canonical source ↗

Platform declarations

These states come from the source or distribution context. None of the entries below are SkillVetAI compatibility test results.

OpenClawnative officialProvenance: registry distribution

Independent structural checks

These checks parse the fixed package against dated platform rules. They do not execute the Skill or verify task behavior.

Claude Codepasses structure
Checker 0.1.0 · agent-skills-2026-08-13+claude-code-docs-2026-08-13 · 9/28/2026.claude/skills/bias-auditor

Runtime, accounts, dependencies, permissions, network behavior and task quality remain untested.

OpenAI Codexpasses structure
Checker 0.1.0 · agent-skills-2026-08-13+codex-docs-2026-08-13 · 9/28/2026.agents/skills/bias-auditor

Runtime, 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 · 9/28/2026skills/bias-auditor

Runtime, accounts, dependencies, permissions, network behavior and task quality remain untested.

Installation and inspection

This command is recorded from the source ecosystem and resolves the registry's latest release. The fixed release shown on this page should be inspected before adoption.

clawhub install @zhaoxinghua09-cell/bias-auditor
clawhub inspect @zhaoxinghua09-cell/bias-auditor --version 1.0.3

Security evidence

SkillVetAI static result: no findings detected

This automated, non-executing scan is bound to this release hash. It is not a safety certification and may contain false positives or false negatives.

Status
completed
Coverage
full text content
Files
7 / 7 inspected as text
Checked
9/28/2026, 7:44:32 PM
Scanner
0.1.3
Policy
1.0.3
2 inferred permission indicators
  • network access — automatically inferred
  • filesystem read — automatically inferred
4 dependency and API indicators
  • api: clawhub.ai
  • api: github.com
  • api: medxpert.cn
  • api: zhaoxinghua09-cell.github.io
External clawhub result: clean

This is registry-supplied evidence for the recorded release, not an independent SkillVetAI scan. Check the canonical source for the full report, scanner versions, scope, and current moderation state.

Evidence checked
9/28/2026, 6:06:52 PM
Release binding
Matches this record
  • vt: clean
  • skillspector: suspicious
  • llm: clean

Recorded files

The catalog stores hashes and an inventory summary for change detection. It does not republish the package contents.

Package content hashsha256:0c472db70d3261b9c155081148ae4a26092216fa91ef0e20e71344ecb3089e8b
Show up to 7 recorded paths
  • ATTESTATION.md
  • LICENSE.md
  • manifest.json
  • README.md
  • scripts/bias_audit.py
  • skill-card.md
  • SKILL.md

Source changelog

权利层第 3 轮：① §3.2 权属宣告统一块归一——清除块内他资产事实（此前误填 uibc-core 的 DOI / commit cb6f11b / Sigstore Rekor 锚），改按本资产真值填写；② 技能件许可口径过授权清除——理论文本由 CC BY 4.0 改为「保留所有权利」，.py 依 §3.2 标 MIT；③ 保留分层许可：代码 MIT/Apache-2.0，理论文本/方法论 保留所有权利。

Release security diff

mediumCompared fixed releases 1.0.0 and 1.0.3; 0 finding and 0 permission indicators were added.

Both fixed releases were scanned under the current scanner and policy, so finding, permission and dependency changes are available.

Change reasons and limitations
  • content hash changed

Observed release history

These older immutable releases were observed by prior successful syncs. They remain recorded when a newer release becomes current.

1.0.09/11/2026sha256:f6d7918448ba62230d896852a12c709a9fa49bd8df84361f05d1bf44703b9228