GitHub Commenting
juspay/neurolink
How to post clean, rich, deduplicated GitHub PR review comments — suggestion blocks, multi-line anchors, markers, formatting rules.
Read and search GitHub repository documentation via gitmcp.io MCP service.
Install Read GitHub
$ npx skills add AgentTeam-TaichuAI/ScienceClaw --skill read-github -a claude-codeProject install by default; add -g for ~/.claude/skills/.
$ gh skill install AgentTeam-TaichuAI/ScienceClaw read-github --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/AgentTeam-TaichuAI/ScienceClaw.git skills-src && mkdir -p .claude/skills && cp -r skills-src/Skills/read-github .claude/skills/read-github && 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 "read-github" agent skill from https://github.com/AgentTeam-TaichuAI/ScienceClaw/tree/master/Skills/read-github into .claude/skills/read-github/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "read-github", 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/AgentTeam-TaichuAI/ScienceClaw/tree/master/Skills/read-githubType 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 AgentTeam-TaichuAI/ScienceClaw --skill read-github -a codexProject install goes to .agents/skills/; add -g for ~/.codex/skills/.
$ gh skill install AgentTeam-TaichuAI/ScienceClaw read-github --agent codexProject scope by default (.agents/skills/); add --scope user for a personal install.
$ git clone --depth 1 https://github.com/AgentTeam-TaichuAI/ScienceClaw.git skills-src && mkdir -p .agents/skills && cp -r skills-src/Skills/read-github .agents/skills/read-github && rm -rf skills-srcUse ~/.agents/skills/ instead of .agents/skills for a personal install.
Codex skills documentation · loads skills from .agents/skills/
Install the "read-github" agent skill from https://github.com/AgentTeam-TaichuAI/ScienceClaw/tree/master/Skills/read-github into .agents/skills/read-github/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "read-github", 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 AgentTeam-TaichuAI/ScienceClaw --skill read-github -a cursorProject install goes to .agents/skills/; add -g for ~/.cursor/skills/.
$ gh skill install AgentTeam-TaichuAI/ScienceClaw read-github --agent cursorProject scope by default (.agents/skills/); add --scope user for a personal install.
$ git clone --depth 1 https://github.com/AgentTeam-TaichuAI/ScienceClaw.git skills-src && mkdir -p .cursor/skills && cp -r skills-src/Skills/read-github .cursor/skills/read-github && 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 "read-github" agent skill from https://github.com/AgentTeam-TaichuAI/ScienceClaw/tree/master/Skills/read-github into .cursor/skills/read-github/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "read-github", 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/AgentTeam-TaichuAI/ScienceClaw.git --path Skills/read-github--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 AgentTeam-TaichuAI/ScienceClaw --skill read-github -a gemini-cliProject install goes to .agents/skills/; add -g for ~/.gemini/skills/.
$ gh skill install AgentTeam-TaichuAI/ScienceClaw read-github --agent gemini-cliProject scope by default (.agents/skills/); add --scope user for a personal install.
$ git clone --depth 1 https://github.com/AgentTeam-TaichuAI/ScienceClaw.git skills-src && mkdir -p .gemini/skills && cp -r skills-src/Skills/read-github .gemini/skills/read-github && 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 "read-github" agent skill from https://github.com/AgentTeam-TaichuAI/ScienceClaw/tree/master/Skills/read-github into .gemini/skills/read-github/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "read-github", 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 AgentTeam-TaichuAI/ScienceClaw read-githubInstalls 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 AgentTeam-TaichuAI/ScienceClaw --skill read-github -a github-copilotProject install goes to .agents/skills/; add -g for ~/.copilot/skills/.
$ git clone --depth 1 https://github.com/AgentTeam-TaichuAI/ScienceClaw.git skills-src && mkdir -p .github/skills && cp -r skills-src/Skills/read-github .github/skills/read-github && 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 "read-github" agent skill from https://github.com/AgentTeam-TaichuAI/ScienceClaw/tree/master/Skills/read-github into .github/skills/read-github/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "read-github", 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 AgentTeam-TaichuAI/ScienceClaw --skill read-github -a opencodeOpenCode documents no install command of its own. Project install goes to .agents/skills/; add -g for ~/.config/opencode/skills/.
$ gh skill install AgentTeam-TaichuAI/ScienceClaw read-github --agent opencodeProject scope by default (.agents/skills/); add --scope user for a personal install.
$ git clone --depth 1 https://github.com/AgentTeam-TaichuAI/ScienceClaw.git skills-src && mkdir -p .opencode/skills && cp -r skills-src/Skills/read-github .opencode/skills/read-github && 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 "read-github" agent skill from https://github.com/AgentTeam-TaichuAI/ScienceClaw/tree/master/Skills/read-github into .opencode/skills/read-github/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "read-github", 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
read-github- GitHub stars
- 670
- Used in
- 2 other repos
- Token cost
- ~638 tokens
- SKILL.md length
- 197 words
- Files
- 2 (incl. scripts)
- Skills in repo
- 9
- Repo updated
- First seen
- Licence
- None found
At a glance
Read and search GitHub repository documentation via gitmcp.io MCP service.
- Works in 4 steps: fetch_{repo}_documentation - Fetch… → search_{repo}_documentation - Semantic… → search_{repo}_code - Search code via… → …
- Tasks that involve MCP servers
- SKILL.md covers URL Conversion, CLI Usage, Tool Names and Available MCP Tools, plus 1 more section
- Runs Python scripts from its folder; calls python3; reaches github.com and gitmcp.io
What it does
Read GitHub is an agent skill from AgentTeam-TaichuAI/ScienceClaw. Read and search GitHub repository documentation via gitmcp.io MCP service. WHEN TO USE: - User provides a GitHub URL - User mentions a specific repo in owner/repo format - User asks "what does this repo do?", "read the docs for X repo", or similar - User wants to search code or docs within a repo
Its SKILL.md is about 640 tokens, which your agent loads only when the skill is triggered. The skill folder holds 2 other files, including scripts (for example `scripts/gitmcp.py`).
It sits in Research & Science, covering MCP servers. It works with GitHub and Model Context Protocol. The repository describes itself as: ScienceClaw is a personal research assistant built with LangChain DeepAgents and AIO Sandbox infrastructure, adopting a completely new architecture beyond OpenClaw. It offers…
When your agent uses it
- Tasks that involve MCP servers
Example prompts
- “what does this repo do?”
- “read the docs for X repo”
- “/read-github”
Requirements
- Python 3
Workflow steps
4 steps, taken from the first numbered list in SKILL.md.
- fetch_{repo}_documentation - Fetch entire documentation. Call first for general questions.
- search_{repo}_documentation - Semantic search within docs. Use for specific queries.
- search_{repo}_code - Search code via GitHub API (exact match). Returns matching files.
- fetch_generic_url_content - Fetch any URL referenced in docs, respecting robots.txt.
What it can do on your machine
Read from SKILL.md and the folder at commit 3817e56. 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 1 file 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
Hosts in commands or code, which the agent is likely to contact:
github.comgitmcp.io
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
Read GitHub loads about 638 tokens when it runs. Until then it costs about 79 tokens; SKILL.md has 197 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
Without a licence we can't republish the file, so here is its outline and opening line. It has 197 words (~638 tokens).
“Access GitHub repository documentation and code via the gitmcp.io MCP service.”
- name
- read-github
Files
SKILL.md and 1 other file (scripts) in Skills/read-github of AgentTeam-TaichuAI/ScienceClaw.
- SKILL.md
- scripts/gitmcp.py
Open the folder on GitHubat commit 3817e56
Used in 2 other repositories
We found 2 copies of this SKILL.md (exact, near-identical or edited) in other folders, from 2 other GitHub owners. This page covers the copy in AgentTeam-TaichuAI/ScienceClaw, which our catalogue first saw on October 7, 2026.
Compare with similar skills
Read GitHub 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 |
|---|---|---|---|---|---|---|
| Read GitHub this skillAgentTeam-TaichuAI/ScienceClaw | 670 | 2 repos | ~638 | Automated safety check: Pass | None | |
| GitHub Commentingjuspay/neurolink | 143 | — | ~698 | Automated safety check: Pass | MIT | |
| Copilot SDKgithub/awesome-copilot | 40k | 5 repos | ~6.3k | Automated safety check: Pass | MIT | |
| Generate Agent Cardagentic-community/mcp-gateway-registry | 962 | — | ~2.8k | Automated safety check: Pass | Apache-2.0 | |
| Researching With Deepwikiaiskillstore/marketplace | 430 | 1 repos | ~1.2k | Automated safety check: Pass | None | |
| Skill Seekers Builderyusufkaraaslan/Skill_Seekers | 15k | — | ~760 | Automated safety check: Pass | MIT |
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Generate an A2A agent card JSON by analyzing agent source code in a folder or GitHub URL.
Researching With Deepwiki
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Skill Seekers Builder
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Detects the type of a knowledge source and uses the Skill Seekers MCP tools to turn docs, repos, PDFs or videos into packaged AI skills.
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Load the official MCP Apps builder skills (create-mcp-app, migrate-oai-app, add-app-to-server, convert-web-app) from github.com/modelcontextprotocol/ext-apps.
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Questions about Read GitHub
What does Read GitHub do?
Read and search GitHub repository documentation via gitmcp.io MCP service. Read GitHub is an agent skill from AgentTeam-TaichuAI/ScienceClaw.io MCP service.
When should I use Read GitHub?
Read GitHub fits situations like: tasks that involve MCP servers.
How do I install Read GitHub in Claude Code?
Run `npx skills add AgentTeam-TaichuAI/ScienceClaw --skill read-github -a claude-code`. Or copy the skill folder (Skills/read-github in AgentTeam-TaichuAI/ScienceClaw) into .claude/skills/read-github in your project. Claude Code loads it when a task matches its description.
How do I install Read GitHub in Codex?
Run `npx skills add AgentTeam-TaichuAI/ScienceClaw --skill read-github -a codex`. Or copy the skill folder (Skills/read-github in AgentTeam-TaichuAI/ScienceClaw) into .agents/skills/read-github in your project. Codex loads it when a task matches its description.
Can I use Read GitHub 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 AgentTeam-TaichuAI/ScienceClaw --skill read-github -a cursor` (or -a gemini-cli, github-copilot or opencode for the others). To copy it by hand, put the folder in .cursor/skills/read-github, .gemini/skills/read-github, .github/skills/read-github and .opencode/skills/read-github in your project.
What does Read GitHub need to run?
Going by SKILL.md and its folder, Read GitHub needs Python for the scripts in its folder and the command-line tools its instructions call (python3). Our summary lists: Python 3.
Does Read GitHub access the network?
SKILL.md names 2 domains. In commands or code: github.com and gitmcp.io; the agent is likely to contact these when it follows the instructions. This is read from the text; nothing was executed.
Is Read GitHub 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 Read GitHub use?
No licence was found for Read GitHub or its repository. Without one, default copyright applies: ask the author before reusing or redistributing it.
How many tokens does Read GitHub use?
About 638 tokens (SKILL.md is roughly 2.6k characters). Agents keep only the skill's name and description in context until a task matches; then they load SKILL.md in full.
What are the alternatives to Read GitHub?
Skills that share tags, products or a category with Read GitHub: GitHub Commenting (juspay/neurolink, 143 stars), Copilot SDK (github/awesome-copilot, 40k stars), Generate Agent Card (agentic-community/mcp-gateway-registry, 962 stars) and Researching With Deepwiki (aiskillstore/marketplace, 430 stars). The comparison table on this page puts their stars, adoption, token cost, safety result and licence side by side.
Who maintains Read GitHub?
AgentTeam-TaichuAI (a GitHub user) maintains it in AgentTeam-TaichuAI/ScienceClaw, which has 670 GitHub stars. The repository holds 9 skills in this directory. The repository was last updated on May 9, 2026.
Source: AgentTeam-TaichuAI/ScienceClaw on GitHub. Facts on this page come from the repository at the commit we read; the author's words are quoted as theirs.