Audit Skills for OpenClaw Agents

Audit and reduce AI agent runtime spend in dollars. Use for AI costs, agent spend, token waste, runtime attribution, detector coverage, and FinOps. Works with OpenClaw, Hermes, QM, Claude Code, Cursor, and generic event ingest.

skill-usefulness-audit

@gongyu0918-debug

Review your installed agent skills to see what you actually use, what overlaps, and what may no longer be worth keeping.

Claim-to-Source Auditor

@haiyangchenbj

When the user asks to audit, fact-check, verify, or cross-check an article, report, draft, or series. Triggered by 审稿/审计/核验/事实检查/来源追溯/查一下这个数据/核对/审查/跨平台一致性/三平台统一/回归检查/有没有事实错误/这个引用对不对/跟上次比有没有退化. Extracts verifiable claims, traces them to L0 primary or L1 reliable secondary sources, marks each as 通过/部分支持/缺证/错误/判断, and produces a structured audit report with P0-P2 severity. Supports cross-platform version comparison and regression gold-set re-runs. Only audits facts and sources — does not edit style or argument structure.

Cross-Material Consistency Auditor

@haiyangchenbj

Compare two or more materials on the same topic or event for cross-material consistency before publication. Identifies mismatched numbers, product names, fac...

Freedom Preserving Protocol

@ovrsr

OpenClaw prompt-layer Freedom Preserving Protocol (voluntary constitutional skill)

qsr-audit-readiness-countdown

@mcphersonai

30-day countdown protocol for third-party compliance audits — EcoSure, health department, corporate brand audits. Milestone-driven preparation that makes perfect audit scores the natural outcome of the process, not a last-minute scramble. Built by a franchise GM with 16 years in QSR operations and multiple consecutive years of 100% EcoSure compliance.

Skill创作发明家

@muippt

Skill创建与质量门控，含55项10层审计模型。触发词：创建skill、skill创建、skill审计、质量审计。不适用：skill发布、生态体检（用mu-skill-auditor）

Agent安全审计免费版

@thcjp

AI Agent系统安全审计工具,支持代码库安全检查、提示注入检测与基础配置审计,适合个人开发者快速安全自查。Use when 需要安全检测、合规审计、漏洞扫描、加密防护时使用。不适用于渗透测试未授权目标。适用于独立开发者、企业团队和自动化工作流场景。支持中文交互，无需复杂配置即开即用。输出结果可直接使用，减少二次加工成本。

独立审计工具（免费版）

@thcjp

对AI Agent进行安全、性能、合规及代码质量的综合审计，适合个人用户免费快速上手使用。

Geoskill: Geospatial Data Quality Audit

@ruiduobao

Unified geospatial data quality audit for GIS data packages. Checks raster, vector, table, NetCDF, and directory structure. Outputs JSON/HTML reports, issue layers, checksums, and machine-readable exit codes. Use when the user wants to validate data packages, check delivery quality, find CRS/nodata/ geometry issues, or generate QA reports.

credential-exposure-map

@thomaszhou22

Map all credentials your OpenClaw agent can access. Scans env vars, config, memory, skills, MCP servers, git history. Generates exposure report with risk scoring. Activate when user says "credential audit", "exposure map", "security audit", or "what can my agent access".

安全审计工具(免费版)

@thcjp

免费安全审计工具支持凭据泄露、开放端口、配置及文件权限扫描，且可自动修复常见安全问题，适合个人与小团队使用。

Skillscanner

@rexshang

Security scanner for ClawHub skills from Gen Digital. Looks up skill safety via the scan API.

Vibe Codebase Audit

@43622283

Comprehensive automated and multi-model AI security audits for AI-generated codebases, checking vulnerabilities, secrets, dependency risks, and config issues.

OpenClaw Security Hardening

@kylejfrost

Protect OpenClaw installations from prompt injection, data exfiltration, malicious skills, and workspace tampering

Skill Release Audit

@songhonglei

Pre-publish quality and safety auditor for AI agent skills (SKILL.md + scripts/ + references/ format used by Claude Code, Cursor, OpenAI Codex, GitHub Copilo...

Skill Vetter

@zuoyunlai

OpenClaw 技能自动化审计器 Pro（安全/性能/质量三维度 38 条规则）。基于 spclaudehome v1.0.0 fork 深度升级，新增 JSON 报告、CI 退出码、豁免机制、severity-cap 引擎适配。安装第三方技能前必跑。触发词：vet skill, audit skill, 安全审计, 扫描 skill, skill 检查.

AI Forensic Audit (Evidence Chain)

@zhaoxinghua09-cell

AI 溯源审计技能：对 AI 生成内容/Agent 行为/对话记录执行溯源审计——采集证据链（来源/时间线/操作日志/生成痕迹）→ 交叉验证 → 输出结构化审计报告（证据清单+可信度+风险点+建议）。对标国际标准：C2PA 内容溯源 / SLSA 供应链 / EU AI Act Art.50 / 审计准则（ISSAI/COBIT）。适用：AI 内容是否由某 AI 生成、Agent 操作合规审计、泄密溯源、医疗 AI 审计（细分第一）。触发词：溯源、审计、证据链、AI 审计、这是谁生成的、provenance、forensic、audit trail、内容溯源。

Verify an LLM API endpoint — model authenticity, billing inflation, relay provenance, performance and silent downgrades. Use when the user asks whether the model they are paying for is genuine, whether a relay or proxy is trustworthy, whether they are being overcharged, or whether a model has been quietly downgraded. 检测 LLM API 端点的真伪、计费掺水、中转来源、性能与降智；当用户问"我用的模型是不是真的"、"这个中转站靠谱吗"、"是不是被降智了"、"计费对不对"时使用。

agent-runtime-impact-research

@haiyangchenbj

Research and analyze major Agent harness, runtime, coding-agent, skills, subagent, and plugin releases. Use when a model or platform launches an Agent execution layer and the user needs verified facts, architecture explanation, ecosystem impact, and implications for agent platforms and coding agents. Produces a fact table, runtime flow explanation, layered impact analysis, and a source register with judgment and evidence visibly separated. 中文摘要：研究 Agent 运行时、编码代理、Skills、插件与子代理的重大发布。产出经核实的 事实表、架构解析、分层影响分析与来源登记，判断与证据分离。触发词：Agent 运行时分析、 Agent 发布影响评估、Harness 架构解读、插件生态影响.

notion-personal-space-audit

@haiyangchenbj

Audit a personal Notion hub and its nested pages and databases: identify mixed content types, empty placeholders, weak navigation, and sensitivity-boundary problems, then produce a practical information-architecture redesign and migration map. Read-only by default — it never modifies Notion content without explicit authorization. 中文摘要：审计个人 Notion 空间及其嵌套页面与数据库，识别混合内容类型、空占位记录、 弱导航与敏感边界问题，产出信息架构重设计与迁移方案。默认只读。触发词：Notion 空间 整理、Notion 页面审计、信息架构重构、数据库迁移方案.

OpenClaw Workspace Auditor

@dtsola

OpenClaw workspace health auditor (read-only): scans directory compliance, task/PROGRESS.md health, memory-log gaps, knowledge-base index orphans and junk files; zero-dependency Python script, graded report with fix suggestions. OpenClaw 工作区体检工具（只读审计）——目录合规、任务健康、记忆健康、知识库健康、垃圾文件五类检查，零依赖脚本输出分级报告与修复建议。

Image Audit

@xiaowu89

对图片进行鉴黄、政治、暴恐内容审核。先将图片压缩到 500px/JPEG 后直传 NX API 审核，以表格汇总结果。适用于用户提到图片审核、内容检查、鉴黄、政治识别、暴恐识别、违规扫描、图片安全、JPG/PNG/WebP 审核的场景。

SEO审计大师

@thcjp

对网站执行全面SEO审计，覆盖技术、内容、架构与链接四维度，输出按优先级排序的可执行优化清单。

审计验证工具箱(专业版)

@thcjp

企业级审计验证工具，支持批量自动化审计、实时监控、多标准交叉分析、加密认证与趋势预测，保障持续合规与安全。