MCP Server Builder
anthropics/skills
Guides the design and implementation of Model Context Protocol servers in TypeScript or Python, from tool naming and error messages to evaluation.
将公开或用户有权访问的 Wiki 完整转换为面向 Agent 的离线知识 Skill，并按原 Wiki 层级保存 Markdown、生成检索索引和逐文档哈希清单，支持无变化不落盘的手动或自动增量更新。当用户要求把 Wiki、文档站或帮助中心做成 Skill、同步已有 Wiki Skill、保持文档目录树或设置 Wiki Skill 自动更新时使用；不用于只摘要单篇网页或绕过登录、付费墙和访问控制。
Custom licenceAuto-check passed
Install Baize
$ npx skills add chujianyun/skills --skill baize -a claude-codeProject install by default; add -g for ~/.claude/skills/.
$ gh skill install chujianyun/skills baize --agent claude-codeProject scope by default; add --scope user for a personal install. Needs GitHub CLI 2.90.0 or later (public preview).
$ git clone --depth 1 https://github.com/chujianyun/skills.git skills-src && mkdir -p .claude/skills && cp -r skills-src/skills/baize .claude/skills/baize && rm -rf skills-srcUse ~/.claude/skills/ instead of .claude/skills for a personal install. The folder must contain SKILL.md.
Claude Code skills documentation · loads skills from .claude/skills/
Install the "baize" agent skill from https://github.com/chujianyun/skills/tree/main/skills/baize into .claude/skills/baize/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "baize", then confirm the skill loads.Claude Code copies the folder itself, the same result as the manual copy. Check what it changed before you commit it.
$skill-installer install https://github.com/chujianyun/skills/tree/main/skills/baizeType this inside Codex. $skill-installer <name> installs a curated skill from openai/skills. The installer writes to $CODEX_HOME/skills (default ~/.codex/skills). Restart Codex if the skill does not show up.
$ npx skills add chujianyun/skills --skill baize -a codexProject install goes to .agents/skills/; add -g for ~/.codex/skills/.
$ gh skill install chujianyun/skills baize --agent codexProject scope by default (.agents/skills/); add --scope user for a personal install.
$ git clone --depth 1 https://github.com/chujianyun/skills.git skills-src && mkdir -p .agents/skills && cp -r skills-src/skills/baize .agents/skills/baize && rm -rf skills-srcUse ~/.agents/skills/ instead of .agents/skills for a personal install.
Codex skills documentation · loads skills from .agents/skills/
Install the "baize" agent skill from https://github.com/chujianyun/skills/tree/main/skills/baize into .agents/skills/baize/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "baize", then confirm the skill loads.Codex copies the folder itself, the same result as the manual copy. Check what it changed before you commit it.
$ npx skills add chujianyun/skills --skill baize -a cursorProject install goes to .agents/skills/; add -g for ~/.cursor/skills/.
$ gh skill install chujianyun/skills baize --agent cursorProject scope by default (.agents/skills/); add --scope user for a personal install.
$ git clone --depth 1 https://github.com/chujianyun/skills.git skills-src && mkdir -p .cursor/skills && cp -r skills-src/skills/baize .cursor/skills/baize && rm -rf skills-srcUse ~/.cursor/skills/ instead of .cursor/skills for a personal install.
Cursor skills documentation · loads skills from .cursor/skills/, .agents/skills/, .claude/skills/, .codex/skills/
Install the "baize" agent skill from https://github.com/chujianyun/skills/tree/main/skills/baize into .cursor/skills/baize/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "baize", then confirm the skill loads.Cursor copies the folder itself, the same result as the manual copy. Check what it changed before you commit it.
$ gemini skills install https://github.com/chujianyun/skills.git --path skills/baize--scope user (default) or --scope workspace; --path is the subfolder of the repo that holds the skill; --consent skips the security confirmation prompt.
$ npx skills add chujianyun/skills --skill baize -a gemini-cliProject install goes to .agents/skills/; add -g for ~/.gemini/skills/.
$ gh skill install chujianyun/skills baize --agent gemini-cliProject scope by default (.agents/skills/); add --scope user for a personal install.
$ git clone --depth 1 https://github.com/chujianyun/skills.git skills-src && mkdir -p .gemini/skills && cp -r skills-src/skills/baize .gemini/skills/baize && rm -rf skills-srcUse ~/.gemini/skills/ instead of .gemini/skills for a personal install, then run /skills reload.
Gemini CLI skills documentation · loads skills from .gemini/skills/, .agents/skills/
Install the "baize" agent skill from https://github.com/chujianyun/skills/tree/main/skills/baize into .gemini/skills/baize/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "baize", then confirm the skill loads.Gemini CLI copies the folder itself, the same result as the manual copy. Check what it changed before you commit it.
$ gh skill install chujianyun/skills baizeInstalls for Copilot at project scope by default; add --scope user for a personal install. Preview a skill first with gh skill preview. Needs GitHub CLI 2.90.0 or later (public preview).
$ npx skills add chujianyun/skills --skill baize -a github-copilotProject install goes to .agents/skills/; add -g for ~/.copilot/skills/.
$ git clone --depth 1 https://github.com/chujianyun/skills.git skills-src && mkdir -p .github/skills && cp -r skills-src/skills/baize .github/skills/baize && rm -rf skills-srcUse ~/.copilot/skills/ instead of .github/skills for a personal install. Commit .github/skills so cloud agent and code review can use it.
GitHub Copilot skills documentation · loads skills from .github/skills/, .claude/skills/, .agents/skills/
Install the "baize" agent skill from https://github.com/chujianyun/skills/tree/main/skills/baize into .github/skills/baize/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "baize", then confirm the skill loads.GitHub Copilot copies the folder itself, the same result as the manual copy. Check what it changed before you commit it.
$ npx skills add chujianyun/skills --skill baize -a opencodeOpenCode documents no install command of its own. Project install goes to .agents/skills/; add -g for ~/.config/opencode/skills/.
$ gh skill install chujianyun/skills baize --agent opencodeProject scope by default (.agents/skills/); add --scope user for a personal install.
$ git clone --depth 1 https://github.com/chujianyun/skills.git skills-src && mkdir -p .opencode/skills && cp -r skills-src/skills/baize .opencode/skills/baize && rm -rf skills-srcUse ~/.config/opencode/skills/ instead of .opencode/skills for a personal install.
OpenCode skills documentation · loads skills from .opencode/skills/, .claude/skills/, .agents/skills/
Install the "baize" agent skill from https://github.com/chujianyun/skills/tree/main/skills/baize into .opencode/skills/baize/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "baize", then confirm the skill loads.OpenCode copies the folder itself, the same result as the manual copy. Check what it changed before you commit it.
Facts
- Skill name
baize- GitHub stars
- 740
- Token cost
- ~905 tokens
- SKILL.md length
- 163 words
- Files
- 14 (incl. scripts, references, assets)
- Skills in repo
- 35
- Repo updated
- First seen
- Licence
- Custom licence
At a glance
将公开或用户有权访问的 Wiki 完整转换为面向 Agent 的离线知识 Skill，并按原 Wiki 层级保存 Markdown、生成检索索引和逐文档哈希清单，支持无变化不落盘的手动或自动增量更新。当用户要求把 Wiki、文档站或帮助中心做成 Skill、同步已有 Wiki Skill、保持文档目录树或设置 Wiki Skill 自动更新时使用；不用于只摘要单篇网页或绕过登录、付费墙和访问控制。
- Works in 5 steps: 确定模式、名称与落点 → 盘点并抓取 Wiki → 创建或更新 → …
- SKILL.md covers 依赖, 工作流, 常见陷阱 and 输出契约
- Runs Python scripts from its folder; calls python3
What it does
Baize is an agent skill from chujianyun/skills. 将公开或用户有权访问的 Wiki 完整转换为面向 Agent 的离线知识 Skill，并按原 Wiki 层级保存 Markdown、生成检索索引和逐文档哈希清单，支持无变化不落盘的手动或自动增量更新。当用户要求把 Wiki、文档站或帮助中心做成 Skill、同步已有 Wiki Skill、保持文档目录树或设置 Wiki Skill 自动更新时使用；不用于只摘要单篇网页或绕过登录、付费墙和访问控制。
Its SKILL.md is about 910 tokens, which your agent loads only when the skill is triggered. The skill folder holds 17 other files, including scripts, reference files and assets (for example `README.md`, `agents/openai.yaml` and `references/automatic-updates.md`).
It works with Python. The repository describes itself as: WuMing's Claude Skills.
Example prompts
- “/baize”
Requirements
- Python 3
Workflow steps
5 steps, taken from the step headings in SKILL.md.
- 确定模式、名称与落点
- 盘点并抓取 Wiki
- 创建或更新
- 验证并安装
- 手动或自动更新
What it can do on your machine
Read from SKILL.md and the folder at commit 50f90c1. It shows what the files ask for, not the result of running them.
Tool permissions
Pre-approves nothing: there is no allowed-tools line, so your agent's usual permission prompts apply.
From allowed-tools in the SKILL.md frontmatter.
Runs code
Ships 5 files in scripts/ (Python), which the agent can run.
Shell commands in SKILL.md call:
python3
From the folder's file list and the shell code blocks in SKILL.md.
Network
No URLs in SKILL.md.
From URLs in SKILL.md, links to its own repository left out.
Credentials
Names no API keys, tokens, secrets or passwords.
From names ending in _API_KEY, _TOKEN, _SECRET, _KEY or _PASSWORD in SKILL.md.
Context cost
Baize loads about 905 tokens when it runs, and up to ~4.5k if it reads all its reference files. Until then it costs about 52 tokens; SKILL.md has 163 words of instructions outside code blocks.
Estimates: characters ÷ 4, the usual rule of thumb; real counts depend on the model's tokenizer. Scripts and assets cost tokens only if the agent reads them.
Safety
Auto-check passed
The automated check found no risky patterns in SKILL.md.
Automated static check — not a guarantee. Review scripts before installing. It scans the text of SKILL.md for risky patterns (piping downloads into a shell, reading credential files, hidden Unicode, destructive commands); the scripts in this folder are not scanned.
SKILL.md
Its licence (Custom licence) doesn't allow us to republish the file, so here is its outline and opening line. It has 163 words (~905 tokens).
“把面向人浏览的 Wiki 编译成 Agent 能渐进检索、带来源边界且可持续同步的知识 Skill。创建和更新都必须先完成全量导航盘点，再写入目标目录；不能用搜索结果数量代替完整性验证。”
- name
- baize
Files
SKILL.md and 13 other files (scripts, references, assets) in skills/baize of chujianyun/skills.
- SKILL.md
- README.md
- agents/openai.yaml
- assets/icon.png
- references/automatic-updates.md
- references/capture-protocol.md
- references/generated-skill-contract.md
- references/location-and-installation.md
- references/upload-package.md
- scripts/build_wiki_skill.py
- scripts/install_skill.py
- scripts/package_upload.py
- scripts/search_docs.py
- scripts/sync_wiki_docs.py
Open the folder on GitHubat commit 50f90c1
Compare with similar skills
Baize next to the 5 skills that share the most tags, products or categories with it. Stars are the repository's; “used in” counts other GitHub owners with a copy.
| Skill | Stars | Used in | Tokens | Auto-check | Licence | Repo updated |
|---|---|---|---|---|---|---|
| Baize this skillchujianyun/skills | 740 | — | ~905 | Automated safety check: Pass | Custom licence | |
| MCP Server Builderanthropics/skills | 180k | 63 repos | ~2.3k | Automated safety check: Pass | Apache-2.0 | |
| PDF Processinganthropics/skills | 180k | 48 repos | ~2k | Automated safety check: Pass | Proprietary | |
| NotebookLM Research AssistantPleasePrompto/notebooklm-skill | 7.8k | 14 repos | ~2.4k | Automated safety check: Notes | MIT | |
| Manim Video Productionbrowser-use/video-use | 28k | 6 repos | ~3k | Automated safety check: Pass | MIT | |
| Code Review ChecklistshareAI-lab/learn-claude-code | 78k | 5 repos | ~1.1k | Automated safety check: Pass | MIT |
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Related
Works with
Questions about Baize
What does Baize do?
将公开或用户有权访问的 Wiki 完整转换为面向 Agent 的离线知识 Skill，并按原 Wiki 层级保存 Markdown、生成检索索引和逐文档哈希清单，支持无变化不落盘的手动或自动增量更新。当用户要求把 Wiki、文档站或帮助中心做成 Skill、同步已有 Wiki Skill、保持文档目录树或设置 Wiki Skill 自动更新时使用；不用于只摘要单篇网页或绕过登录、付费墙和访问控制。. Baize is an agent skill from chujianyun/skills.
How do I install Baize in Claude Code?
Run `npx skills add chujianyun/skills --skill baize -a claude-code`. Or copy the skill folder (skills/baize in chujianyun/skills) into .claude/skills/baize in your project. Claude Code loads it when a task matches its description.
How do I install Baize in Codex?
Run `npx skills add chujianyun/skills --skill baize -a codex`. Or copy the skill folder (skills/baize in chujianyun/skills) into .agents/skills/baize in your project. Codex loads it when a task matches its description.
Can I use Baize in Cursor, Gemini CLI or GitHub Copilot?
Cursor, Gemini CLI, GitHub Copilot and OpenCode also load SKILL.md folders. With the skills CLI, run `npx skills add chujianyun/skills --skill baize -a cursor` (or -a gemini-cli, github-copilot or opencode for the others). To copy it by hand, put the folder in .cursor/skills/baize, .gemini/skills/baize, .github/skills/baize and .opencode/skills/baize in your project.
What does Baize need to run?
Going by SKILL.md and its folder, Baize needs Python for the scripts in its folder and the command-line tools its instructions call (python3). Our summary lists: Python 3.
Does Baize access the network?
SKILL.md contains no URLs. Any network use would come from the scripts or tools the agent runs. This is read from the text; nothing was executed.
Is Baize safe to install?
Our automated static check of SKILL.md found no risky patterns, such as piping downloads into a shell, reading credential files or hidden Unicode. It is not a guarantee. The check reads SKILL.md only: the scripts in the folder are not scanned, so read them before running anything.
What licence does Baize use?
Baize has a licence file (the repository's licence) that doesn't match a standard licence. Read it on GitHub before reusing the skill.
How many tokens does Baize use?
About 905 tokens (SKILL.md is roughly 3.6k characters). Agents keep only the skill's name and description in context until a task matches; then they load SKILL.md in full. Its references folder adds about 3.6k tokens, read only when the agent opens those files.
What are the alternatives to Baize?
Skills that share tags, products or a category with Baize: MCP Server Builder (anthropics/skills, 180k stars), PDF Processing (anthropics/skills, 180k stars), NotebookLM Research Assistant (PleasePrompto/notebooklm-skill, 7.8k stars) and Manim Video Production (browser-use/video-use, 28k stars). The comparison table on this page puts their stars, adoption, token cost, safety result and licence side by side.
Who maintains Baize?
chujianyun (a GitHub user) maintains it in chujianyun/skills, which has 740 GitHub stars. The repository holds 35 skills in this directory. The repository was last updated on October 9, 2026.
Source: chujianyun/skills on GitHub. Facts on this page come from the repository at the commit we read; the author's words are quoted as theirs.