Yao Doctor Skill

CommunityPopular

yaojingang

yao-doctor-skill

Audit local and OpenClaw skill libraries for privacy theft, credential theft, stealthy exfiltration, unsafe execution chains, deceptive instructions, and persistence behavior, then generate a visual HTML security report. Use when Codex needs to security-review one skill or a full skill library before install, enablement, or execution. Do not use for generic cleanup, usage estimation, or app-level security review outside skill packages.

Overview

Publisher	yaojingang
Repository	`yao-open-skills`
Skill name	`yao-doctor-skill`
Stars	1.3K
Forks	149
Bundled files	43
License	MIT
Links	Skill source Repository

Markdown instructions
A SKILL.md file the model loads on demand, so it only costs tokens when a request actually matches.
Works with any LLM
AI skills are plain Markdown, not provider-specific code, so this works with GPT, Claude, Gemini, Grok, or a local model.
43 bundled files
Scripts, templates, and references the model can read while it works. Files are read-only and never executed.
Open source
Published by yaojingang on GitHub. Read the source before you install it.

Installation

Install the Yao Doctor Skill AI skill in TypingMind to use it with any LLM, or drop it into another agent that reads SKILL.md.

Install in TypingMind

TypingMind installs a skill straight from its GitHub folder — it reads SKILL.md, bundles the resource files, and stores the result locally.

Open the app and go to Plugins → Skills.
Choose "Install from GitHub".
Paste the skill folder URL below and confirm.
Enable the skill in any chat where you want it available.

Plugins → Skills → Add skill → From GitHub URL, then paste the folder URL and press Continue.

Install in another agent

Any agent that reads the Agent Skills format can use this skill — copy the folder into that agent's skills directory.

Claude Code — .claude/skills

git clone --depth 1 https://github.com/yaojingang/yao-open-skills.git /tmp/yao-open-skills
mkdir -p .claude/skills
cp -r /tmp/yao-open-skills/skills/yao-doctor-skill .claude/skills/yao-doctor-skill

Restart Claude Code after copying so it picks up the new skill.

Use it in TypingMind

Enable Yao Doctor Skill in any TypingMind chat and the model takes it from there. Its name and description sit in the system prompt, and the moment a request matches, the model loads the full instructions itself — you never invoke it by hand, and it costs no tokens until it is actually used.

The model loads Yao Doctor Skill on its own as soon as a request matches it.

Works with any AI model

AI skills are plain Markdown instructions rather than provider-specific code, so Yao Doctor Skill is not tied to the model it was written for. Install it once in TypingMind and use it with GPT-5, Claude, Gemini, Grok, DeepSeek, Mistral, Llama, or a local model you run yourself — all on your own API keys.

Loaded only when it is needed
The system prompt carries just the name and description. The instructions are fetched on the first matching request, so an idle skill costs nothing.
Switch models mid-chat
Because the skill is instructions rather than code, changing model does not break it — the next model reads the same SKILL.md.

Skill instructions

This is the SKILL.md content the model loads. Read it before installing — a skill is instructions your model will follow.

Yao Doctor Skill

Boundary

Own this recurring job: security-review skill packages as untrusted code and untrusted instructions, separate broad capability risk from actual unsafe behavior, and produce evidence-backed recommendations before the skills are installed or executed.

Do not route here for:

generic code security reviews outside skill folders
skill cleanup, archival, deduplication, or stale-usage analysis
privacy policy writing without scanning files
creating a brand-new skill with no security audit need

Default Workflow

Run scripts/run_yao_doctor_skill.py [root] [more-roots]. If no roots are provided, auto-discover the current workspace, OpenClaw skill roots, Codex and Claude local skill roots, Codex plugin-cache skills, supported local workbench configuration surfaces, and project-level workbench surfaces such as repo AGENTS.md, CLAUDE.md, or selected .claude/.codex files.
Scan every discovered skill directory containing SKILL.md, plus recognized workbench surfaces such as local Codex and Claude configuration bundles and project-local agent configuration areas.
For each skill, score two separate layers:
- capability risk: what the skill can access or execute
- unsafe behavior: what the skill appears to do with sensitive data or hidden actions
Reuse the incremental cache when possible, and surface per-target diffs plus evidence type and confidence in the final report.
Generate _yao_doctor_skill_reports/<timestamp>/report.html, report.json, and report.md. Also update the stable entry:
- full scans -> _yao_doctor_skill_reports/full-library-latest/report.html
- changed-only scans -> _yao_doctor_skill_reports/changed-only-latest/report.html
Summarize the highest-severity findings first, with exact paths, lines, evidence type, confidence, and the reason a finding is merely risky, suspicious, unsafe, or critical.

Security Principles

Do not equate broad permissions with automatic compromise.
Treat a skill as unsafe only when there is evidence of privacy theft, credential theft, stealthy exfiltration, deceptive behavior, remote execution, or persistence abuse.
Distinguish capability from intent. A skill may be powerful without being malicious.
Escalate hard when a sensitive source and an external sink appear in the same execution path or file.
Favor precise path-level evidence over generic suspicion.
Stay read-only unless the user explicitly authorizes destructive or quarantine actions.

Outputs

Primary artifact:

visual HTML security report with the fixed section order:
- overview
- data analysis
- definitions
- module guide
- skill modules
- footer credit

Current interactive contract:

sticky top navigation
Chinese default with English toggle
linked type filters between data analysis and module list
module cards with audit opinion, findings, and capability evidence
stable latest report entry for in-app browsing and reuse

Per skill, include:

absolute path
declared skill name and one-line summary
capability risk score and level
unsafe behavior score and level
final disposition: safe, risky, suspicious, unsafe, or critical
top capabilities discovered
concrete findings with file path, line, category, severity, rationale, and recommended action

Resources

Security Principles
Detection Taxonomy
Report Blueprint
Report UI Contract
Solution Architecture
scripts/scan_security_skills.py
scripts/render_security_report.py
scripts/run_yao_doctor_skill.py
scripts/validate_report_ui_contract.py
evals/trigger_cases.json

Bundled files

The model reads these on demand while the skill is loaded. They are exposed as readable files and are never executed.

Frequently asked questions

What does the Yao Doctor Skill AI skill do?

Why use Yao Doctor Skill on TypingMind?

Because you install it once and use it with any model. Yao Doctor Skill is plain Markdown rather than provider-specific code, so the same skill runs on GPT-5, Claude, Gemini, Grok, or a local model — and you can switch model mid-chat without it breaking. TypingMind runs on your own API keys, so you pay providers directly instead of a per-seat subscription, and your skills and chats stay in your own storage.

How do I install Yao Doctor Skill in TypingMind?

Open Plugins → Skills → Install from GitHub in TypingMind and paste https://github.com/yaojingang/yao-open-skills/tree/main/skills/yao-doctor-skill. TypingMind reads its SKILL.md and bundles its files and installs it as a skill you can enable per chat.

Which AI models can use Yao Doctor Skill?

Any model you connect in TypingMind. AI skills are plain Markdown instructions rather than provider-specific code, so GPT, Claude, Gemini, Grok, and local models can all load this skill when a request matches it.

How many AI models can I use with Yao Doctor Skill?

As many as you like. As long as a model supports skills, you can use Yao Doctor Skill with it — GPT, Claude, Gemini, Grok, DeepSeek, Mistral, Llama and more — all on TypingMind with your own API keys.

Is the Yao Doctor Skill AI skill free?

Yes. It is published on GitHub by yaojingang under the MIT license. You only pay your own AI provider for the tokens you use.

What are AI skills?

An AI skill is a reusable instruction bundle that teaches an AI model how to do one specific task. It follows the open Agent Skills format: a SKILL.md file with a name and description, plus any scripts, templates or reference files the model may need. The model reads the instructions only when your request matches the skill, so an installed skill costs nothing until it is used.

How are AI skills different from plugins or MCP servers?

A plugin or MCP server gives a model new tools to call — code that runs somewhere and returns a result. An AI skill gives the model knowledge and process instead: how to approach a task, which steps to follow, what good output looks like. Skills are plain Markdown, so they need no server, no API key and no runtime, and they work with any model.

View all

Karpathy Guidelines

multica-ai

OrganizationPopular

Behavioral guidelines to reduce common LLM coding mistakes. Use when writing, reviewing, or refactoring code to avoid overcomplication, make surgical changes, surface assumptions, and define…

Create Agent

Create a custom agent (.agent.md) for a specific job.

Create Hook

Create a hook (.json) to enforce policy or automate agent lifecycle events.

Generate Run Commands

microsoft

OrganizationPopular

Generate or modify run commands for the current session. Use when the user wants to set up or update run commands that appear in the session's Run button.

Overview

Installation

Install in TypingMind

Install in another agent

Use it in TypingMind

Works with any AI model

Skill instructions

Yao Doctor Skill

Boundary

Default Workflow

Security Principles

Outputs

Resources

Bundled files

Frequently asked questions

Related AI Skills

Set up your own AI workspace now