Docs Lookup
ProgrammerAnthony/Expert-Coding-Harness
通过 Context7 MCP 获取库和框架的实时最新文档,而非依赖训练数据,防止 API 幻觉。适用于查询任何库或框架的用法、配置、示例代码。触发词:怎么用、怎么配置、API参考、文档、示例代码、用法、接口、库文档、框架文档、documentation、docs、how to use、API…
This skill should be used when the user asks about libraries, frameworks, API references, or needs code examples.
$ npx skills add rtadewald/skills --skill context7-mcp -a claude-codeProject install by default; add -g for ~/.claude/skills/.
$ gh skill install rtadewald/skills context7-mcp --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/rtadewald/skills.git skills-src && mkdir -p .claude/skills && cp -r skills-src/context7-mcp .claude/skills/context7-mcp && 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 "context7-mcp" agent skill from https://github.com/rtadewald/skills/tree/main/context7-mcp into .claude/skills/context7-mcp/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "context7-mcp", 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/rtadewald/skills/tree/main/context7-mcpType 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 rtadewald/skills --skill context7-mcp -a codexProject install goes to .agents/skills/; add -g for ~/.codex/skills/.
$ gh skill install rtadewald/skills context7-mcp --agent codexProject scope by default (.agents/skills/); add --scope user for a personal install.
$ git clone --depth 1 https://github.com/rtadewald/skills.git skills-src && mkdir -p .agents/skills && cp -r skills-src/context7-mcp .agents/skills/context7-mcp && rm -rf skills-srcUse ~/.agents/skills/ instead of .agents/skills for a personal install.
Codex skills documentation · loads skills from .agents/skills/
Install the "context7-mcp" agent skill from https://github.com/rtadewald/skills/tree/main/context7-mcp into .agents/skills/context7-mcp/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "context7-mcp", 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 rtadewald/skills --skill context7-mcp -a cursorProject install goes to .agents/skills/; add -g for ~/.cursor/skills/.
$ gh skill install rtadewald/skills context7-mcp --agent cursorProject scope by default (.agents/skills/); add --scope user for a personal install.
$ git clone --depth 1 https://github.com/rtadewald/skills.git skills-src && mkdir -p .cursor/skills && cp -r skills-src/context7-mcp .cursor/skills/context7-mcp && 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 "context7-mcp" agent skill from https://github.com/rtadewald/skills/tree/main/context7-mcp into .cursor/skills/context7-mcp/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "context7-mcp", 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/rtadewald/skills.git --path context7-mcp--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 rtadewald/skills --skill context7-mcp -a gemini-cliProject install goes to .agents/skills/; add -g for ~/.gemini/skills/.
$ gh skill install rtadewald/skills context7-mcp --agent gemini-cliProject scope by default (.agents/skills/); add --scope user for a personal install.
$ git clone --depth 1 https://github.com/rtadewald/skills.git skills-src && mkdir -p .gemini/skills && cp -r skills-src/context7-mcp .gemini/skills/context7-mcp && 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 "context7-mcp" agent skill from https://github.com/rtadewald/skills/tree/main/context7-mcp into .gemini/skills/context7-mcp/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "context7-mcp", 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 rtadewald/skills context7-mcpInstalls 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 rtadewald/skills --skill context7-mcp -a github-copilotProject install goes to .agents/skills/; add -g for ~/.copilot/skills/.
$ git clone --depth 1 https://github.com/rtadewald/skills.git skills-src && mkdir -p .github/skills && cp -r skills-src/context7-mcp .github/skills/context7-mcp && 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 "context7-mcp" agent skill from https://github.com/rtadewald/skills/tree/main/context7-mcp into .github/skills/context7-mcp/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "context7-mcp", 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 rtadewald/skills --skill context7-mcp -a opencodeOpenCode documents no install command of its own. Project install goes to .agents/skills/; add -g for ~/.config/opencode/skills/.
$ gh skill install rtadewald/skills context7-mcp --agent opencodeProject scope by default (.agents/skills/); add --scope user for a personal install.
$ git clone --depth 1 https://github.com/rtadewald/skills.git skills-src && mkdir -p .opencode/skills && cp -r skills-src/context7-mcp .opencode/skills/context7-mcp && 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 "context7-mcp" agent skill from https://github.com/rtadewald/skills/tree/main/context7-mcp into .opencode/skills/context7-mcp/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "context7-mcp", 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.
context7-mcpThis skill should be used when the user asks about libraries, frameworks, API references, or needs code examples.
Context7 MCP is an agent skill from rtadewald/skills. This skill should be used when the user asks about libraries, frameworks, API references, or needs code examples. Activates for setup questions, code generation involving libraries, or mentions of specific frameworks like React, Vue, Next.js, Prisma, Supabase, etc.
Its SKILL.md is about 680 tokens, which your agent loads only when the skill is triggered. The skill folder holds 2 other files (for example `agents/openai.yaml`).
It sits in Databases, covering ORMs and data access. It works with Model Context Protocol, React, Next.js and Supabase. The repository describes itself as: Skills e fluxos que uso nos meus agentes.
4 steps, taken from the step headings in SKILL.md.
Read from SKILL.md and the folder at commit 99d0b39. 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.
No scripts in the folder and no shell commands in SKILL.md.
From 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.
Context7 MCP loads about 681 tokens when it runs. Until then it costs about 70 tokens; SKILL.md has 340 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.
Without a licence we can't republish the file, so here is its outline and opening line. It has 340 words (~681 tokens).
“When the user asks about libraries, frameworks, or needs code examples, use Context7 to fetch current documentation instead of relying on training data.”
SKILL.md and 1 other file in context7-mcp of rtadewald/skills.
Open the folder on GitHubat commit 99d0b39
Context7 MCP 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 |
|---|---|---|---|---|---|---|
| Context7 MCP this skillrtadewald/skills | 180 | — | ~681 | Automated safety check: Pass | None | |
| Docs LookupProgrammerAnthony/Expert-Coding-Harness | 235 | — | ~640 | Automated safety check: Pass | MIT | |
| Documentation Lookupaffaan-m/ECC | 275k | 1 repos | ~670 | Automated safety check: Pass | MIT | |
| Documentation Lookupaffaan-m/ECC | 275k | — | ~640 | Automated safety check: Pass | MIT | |
| Documentation LookupKaimingWan/oh-my-kiro | 107 | — | ~616 | Automated safety check: Pass | MIT | |
| Context7 MCPdanielvm-git/bigpowers | 257 | — | ~603 | Automated safety check: Pass | MIT |
ProgrammerAnthony/Expert-Coding-Harness
通过 Context7 MCP 获取库和框架的实时最新文档,而非依赖训练数据,防止 API 幻觉。适用于查询任何库或框架的用法、配置、示例代码。触发词:怎么用、怎么配置、API参考、文档、示例代码、用法、接口、库文档、框架文档、documentation、docs、how to use、API…
affaan-m/ECC
通过 Context7 MCP 使用最新的库和框架文档,而非训练数据。当用户提出设置问题、API参考、代码示例或命名框架(例如 React、Next.js、Prisma)时激活。
affaan-m/ECC
訓練データの代わりにContext7 MCP経由で最新のライブラリとフレームワークドキュメント使用。セットアップの質問、APIリファレンス、コード例、またはユーザーがフレームワーク(例:React、Next.js、Prisma)に名前を付けるときにアクティベーション。
KaimingWan/oh-my-kiro
Fetch current library/framework documentation via Context7. An agent skill from KaimingWan/oh-my-kiro.
danielvm-git/bigpowers
Fetch current library docs via Context7 MCP instead of training data.
aiskillstore/marketplace
Token-efficient library API documentation fetcher using Context7 MCP with 77% token savings.
rtadewald/skills
Call fal.ai Model APIs (auth, upload, subscribe/queue, parse responses).
rtadewald/skills
Generate and edit images using Google's Nano Banana Pro (Gemini 3 Pro Image) API.
rtadewald/skills
Generate or edit images via OpenRouter Image API across top models (Nano Banana, GPT Image, FLUX.2, Seedream, Qwen, Grok).
rtadewald/skills
Cria um wireframe tipado e aninhado de uma imagem ou brief de tela, em ASCII ou SVG conforme format=ascii|svg informado pelo usuário.
rtadewald/skills
Recria um mock de UI (imagem) como HTML + CSS + JS estáticos (sem framework), em etapas com aprovação do usuário: wireframe ASCII tipado com plano → fundo completo → componentes com fontes → assets…
rtadewald/skills
Ajuda o usuário a planejar uma tela ou fluxo de aplicativo, comparar três propostas com wireframes e, após aprovação, gerar mocks em paralelo.
Categories
This skill should be used when the user asks about libraries, frameworks, API references, or needs code examples. Context7 MCP is an agent skill from rtadewald/skills. This skill should be used when the user asks about libraries, frameworks, API references, or needs code examples.
Context7 MCP fits situations like: asks about libraries; needs code examples.
Run `npx skills add rtadewald/skills --skill context7-mcp -a claude-code`. Or copy the skill folder (context7-mcp in rtadewald/skills) into .claude/skills/context7-mcp in your project. Claude Code loads it when a task matches its description.
Run `npx skills add rtadewald/skills --skill context7-mcp -a codex`. Or copy the skill folder (context7-mcp in rtadewald/skills) into .agents/skills/context7-mcp 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 rtadewald/skills --skill context7-mcp -a cursor` (or -a gemini-cli, github-copilot or opencode for the others). To copy it by hand, put the folder in .cursor/skills/context7-mcp, .gemini/skills/context7-mcp, .github/skills/context7-mcp and .opencode/skills/context7-mcp in your project.
SKILL.md names no scripts, command-line tools or credentials: Context7 MCP is instructions for the agent only.
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.
No licence was found for Context7 MCP or its repository. Without one, default copyright applies: ask the author before reusing or redistributing it.
About 681 tokens (SKILL.md is roughly 2.7k 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 Context7 MCP: Docs Lookup (ProgrammerAnthony/Expert-Coding-Harness, 235 stars), Documentation Lookup (affaan-m/ECC, 275k stars), Documentation Lookup (affaan-m/ECC, 275k stars) and Documentation Lookup (KaimingWan/oh-my-kiro, 107 stars). The comparison table on this page puts their stars, adoption, token cost, safety result and licence side by side.
rtadewald (a GitHub user) maintains it in rtadewald/skills, which has 180 GitHub stars. The repository holds 8 skills in this directory. The repository was last updated on September 28, 2026.
Source: rtadewald/skills on GitHub. Facts on this page come from the repository at the commit we read; the author's words are quoted as theirs.