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.
“Python 开发规范,包含 PEP 8 风格、类型注解、异常处理、测试规范等”
$ npx skills add doccker/cc-use-exp --skill python-dev -a claude-codeProject install by default; add -g for ~/.claude/skills/.
$ gh skill install doccker/cc-use-exp python-dev --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/doccker/cc-use-exp.git skills-src && mkdir -p .claude/skills && cp -r skills-src/skills/python-dev .claude/skills/python-dev && 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 "python-dev" agent skill from https://github.com/doccker/cc-use-exp/tree/main/skills/python-dev into .claude/skills/python-dev/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "python-dev", 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/doccker/cc-use-exp/tree/main/skills/python-devType 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 doccker/cc-use-exp --skill python-dev -a codexProject install goes to .agents/skills/; add -g for ~/.codex/skills/.
$ gh skill install doccker/cc-use-exp python-dev --agent codexProject scope by default (.agents/skills/); add --scope user for a personal install.
$ git clone --depth 1 https://github.com/doccker/cc-use-exp.git skills-src && mkdir -p .agents/skills && cp -r skills-src/skills/python-dev .agents/skills/python-dev && rm -rf skills-srcUse ~/.agents/skills/ instead of .agents/skills for a personal install.
Codex skills documentation · loads skills from .agents/skills/
Install the "python-dev" agent skill from https://github.com/doccker/cc-use-exp/tree/main/skills/python-dev into .agents/skills/python-dev/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "python-dev", 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 doccker/cc-use-exp --skill python-dev -a cursorProject install goes to .agents/skills/; add -g for ~/.cursor/skills/.
$ gh skill install doccker/cc-use-exp python-dev --agent cursorProject scope by default (.agents/skills/); add --scope user for a personal install.
$ git clone --depth 1 https://github.com/doccker/cc-use-exp.git skills-src && mkdir -p .cursor/skills && cp -r skills-src/skills/python-dev .cursor/skills/python-dev && 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 "python-dev" agent skill from https://github.com/doccker/cc-use-exp/tree/main/skills/python-dev into .cursor/skills/python-dev/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "python-dev", 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/doccker/cc-use-exp.git --path skills/python-dev--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 doccker/cc-use-exp --skill python-dev -a gemini-cliProject install goes to .agents/skills/; add -g for ~/.gemini/skills/.
$ gh skill install doccker/cc-use-exp python-dev --agent gemini-cliProject scope by default (.agents/skills/); add --scope user for a personal install.
$ git clone --depth 1 https://github.com/doccker/cc-use-exp.git skills-src && mkdir -p .gemini/skills && cp -r skills-src/skills/python-dev .gemini/skills/python-dev && 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 "python-dev" agent skill from https://github.com/doccker/cc-use-exp/tree/main/skills/python-dev into .gemini/skills/python-dev/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "python-dev", 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 doccker/cc-use-exp python-devInstalls 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 doccker/cc-use-exp --skill python-dev -a github-copilotProject install goes to .agents/skills/; add -g for ~/.copilot/skills/.
$ git clone --depth 1 https://github.com/doccker/cc-use-exp.git skills-src && mkdir -p .github/skills && cp -r skills-src/skills/python-dev .github/skills/python-dev && 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 "python-dev" agent skill from https://github.com/doccker/cc-use-exp/tree/main/skills/python-dev into .github/skills/python-dev/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "python-dev", 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 doccker/cc-use-exp --skill python-dev -a opencodeOpenCode documents no install command of its own. Project install goes to .agents/skills/; add -g for ~/.config/opencode/skills/.
$ gh skill install doccker/cc-use-exp python-dev --agent opencodeProject scope by default (.agents/skills/); add --scope user for a personal install.
$ git clone --depth 1 https://github.com/doccker/cc-use-exp.git skills-src && mkdir -p .opencode/skills && cp -r skills-src/skills/python-dev .opencode/skills/python-dev && 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 "python-dev" agent skill from https://github.com/doccker/cc-use-exp/tree/main/skills/python-dev into .opencode/skills/python-dev/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "python-dev", 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.
python-devPython Dev is a skill in doccker/cc-use-exp (1.1k stars). Its SKILL.md is about 1.3k tokens. Licence: Custom licence.
Read from SKILL.md and the folder at commit 64470cb. It shows what the files ask for, not the result of running them.
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.
Shell commands in SKILL.md call:
pytestblackmypyruffFrom the folder's file list and the shell code blocks in SKILL.md.
No URLs in SKILL.md.
From URLs in SKILL.md, links to its own repository left out.
Names no API keys, tokens, secrets or passwords.
From names ending in _API_KEY, _TOKEN, _SECRET, _KEY or _PASSWORD in SKILL.md.
Python Dev loads about 1.3k tokens when it runs. Until then it costs about 13 tokens; SKILL.md has 62 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.
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); files beside SKILL.md are not scanned.
Its licence (Custom licence) doesn't allow us to republish the file, so here is its outline and opening line. It has 62 words (~1,339 tokens).
Just SKILL.md in skills/python-dev of doccker/cc-use-exp.
Open the folder on GitHubat commit 64470cb
Python Dev 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 |
|---|---|---|---|---|---|---|
| Python Dev this skilldoccker/cc-use-exp | 1.1k | — | ~1.3k | Automated safety check: Pass | Custom licence | |
| MCP Server Builderanthropics/skills | 180k | 64 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 |
anthropics/skills
Guides the design and implementation of Model Context Protocol servers in TypeScript or Python, from tool naming and error messages to evaluation.
anthropics/skills
Handles everyday PDF jobs in Python and on the command line: extract text and tables, merge, split, rotate, watermark, fill forms, encrypt and OCR.
PleasePrompto/notebooklm-skill
Lets Claude Code ask questions of your Google NotebookLM notebooks through browser automation and return answers grounded in your uploaded sources.
browser-use/video-use
Produces math and technical explainer videos with Manim Community Edition: concept animations, equation derivations, algorithm walkthroughs and data stories.
shareAI-lab/learn-claude-code
Reviews code against a five-part checklist covering security, correctness, performance, maintainability and testing, and reports findings in a fixed format.
hugohe3/ppt-master
Generates editable PowerPoint decks, rebuilds slides from images, fills .pptx templates and polishes existing presentations through routed workflows.
doccker/cc-use-exp
当设计或修改 REST API 响应结构、处理 API 返回值,或生成 Excel/CSV/PDF/对账文件等下游产物时触发。防止 API 设计缺陷导致的字段错位、类型歧义,以及生成产物时关键字段缺失但静默成功的问题。
doccker/cc-use-exp
当编写新模块、设计接口、重构代码或代码审查时触发。提供经典模块化六原则检查清单(大小适中/调用深度/扇入扇出/边界清晰/作用域内聚/可预测性),适用于 PR/Review/新模块设计场景。
doccker/cc-use-exp
结构化代码审查工作流,适用于显式 quick/full/security review;不负责普通实现或 bug 修复流程。
doccker/cc-use-exp
当实现用户驱动的大文件导出或批量序列化(Excel/CSV/JSON/JSONL/PDF,数据量未知或超过 1 万行/10 MB)时触发;普通小文件下载、静态资源下载、非导出 Writer/Report 类不触发。防止 OOM、临时文件残留、同步导出阻塞 HTTP 线程和表格公式注入。
doccker/cc-use-exp
当编写新模块、设计接口、重构代码或代码审查时触发。提供经典模块化六原则检查清单(大小适中/调用深度/扇入扇出/边界清晰/作用域内聚/可预测性),适用于 PR/Review/新模块设计场景。
doccker/cc-use-exp
涉及浏览器、编辑器、CDN/WAF、IM 平台、操作系统剪贴板、第三方 SaaS 等"外部黑盒系统"的代码编写或 bug 调试时触发。强制先抓真实环境数据再推理,避免连续 2 轮"凭代码推理"的修复 no-op。关键词:粘贴/复制异常、跨平台显示不一致、第三方 API 怪结果、CDN/WAF 拦截、本地复现失败、HTML→MD 转换丢属性。
Works with
Run `npx skills add doccker/cc-use-exp --skill python-dev -a claude-code`. Or copy the skill folder (skills/python-dev in doccker/cc-use-exp) into .claude/skills/python-dev in your project. Claude Code loads it when a task matches its description.
Run `npx skills add doccker/cc-use-exp --skill python-dev -a codex`. Or copy the skill folder (skills/python-dev in doccker/cc-use-exp) into .agents/skills/python-dev in your project. Codex loads it when a task matches its description.
Cursor, Gemini CLI, GitHub Copilot and OpenCode also load SKILL.md folders. With the skills CLI, run `npx skills add doccker/cc-use-exp --skill python-dev -a cursor` (or -a gemini-cli, github-copilot or opencode for the others). To copy it by hand, put the folder in .cursor/skills/python-dev, .gemini/skills/python-dev, .github/skills/python-dev and .opencode/skills/python-dev in your project.
Going by SKILL.md and its folder, Python Dev needs the command-line tools its instructions call (pytest, black, mypy and ruff).
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.
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. Review the folder before installing.
Python Dev has a licence file (the repository's licence) that doesn't match a standard licence. Read it on GitHub before reusing the skill.
About 1.3k tokens (SKILL.md is roughly 5.4k characters). Agents keep only the skill's name and description in context until a task matches; then they load SKILL.md in full.
Skills that share tags, products or a category with Python Dev: 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.
doccker (a GitHub user) maintains it in doccker/cc-use-exp, which has 1,062 GitHub stars. The repository holds 67 skills in this directory. The repository was last updated on August 26, 2026.
Source: doccker/cc-use-exp on GitHub. Facts on this page come from the repository at the commit we read; the author's words are quoted as theirs.