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Use cases/Code review & GitHub

Code review & GitHub MCP

Fetch PRs, read diffs, manage issues—code review, release notes, CI triage.

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What is Code review & GitHub?

GitHub MCP puts the AI inside your collaboration loop: review PR diffs, search issue history for known bugs, read CI logs, and roll commits into changelogs. The official github-mcp-server authenticates via GitHub API or a PAT; Gitee and GitLab have equivalent servers.

Review practice: encode your team's checklist as a Skill (race conditions, edge cases, error handling, severity-ranked output), let the AI triage each PR through GitHub MCP, and have humans focus on flagged risks—faster reviews with fewer trivial misses.

Permissions: use fine-grained PATs scoped to target repos (contents / pull-requests), start read-only on org repositories, and require confirmation before the agent comments or merges.

Good for

  • PR review
  • Changelog generation
  • Cross-repo issue search
  • Security alert follow-up

Not ideal for

  • Replacing human security audit
  • Unauthorized repo access

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GitHub

v1.2.4

SkillClawHub18.8k

GitHub API integration with managed OAuth. Access repositories, issues, pull requests, commits, branches, and users. Use this skill when users want to interact with GitHub repositories, manage issues and PRs, search code, or automate workflows. For other third party apps, use the api-gateway skill (https://clawhub.ai/byungkyu/api-gateway). Calls run through the `maton` CLI with OAuth login, or over raw HTTP with a Maton API key where the CLI cannot be installed. Every call is authenticated as the user's connection and reaches only what that connection's authorization allows, which the provider enforces on every request; the endpoints documented here are the ones this skill uses, and any other endpoint of this app needs the user to ask for it by name. Default to read and list calls, and confirm every write or new connection with the user. This file also documents the three constructs that turn a GitHub connection into automation, in the order they are used: the connection (the first step), a hosted function th

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Git

v1.0.12

SkillClawHub18.4k

Commits, branches, merges, and rebases Git repositories, resolves conflicts, and recovers lost history. Use when the work touches a repo, commit, branch, merge, rebase, stash, tag, or submodule; when Git refuses a command — index.lock exists, push rejected as non-fast-forward, detached HEAD, dubious ownership, unrelated histories, conflict markers left behind; when something looks lost after a hard reset, a bad rebase, a deleted branch, or a dropped stash; when splitting a mixed change, wording commit messages, cleaning history before review, or force-pushing without wrecking a teammate's work; when a credential or a huge file got committed; when setting up worktrees, hooks, LFS, sparse checkout, signing, or separate work and personal identities. Not for CI pipeline YAML (github-actions, gitlab) or for composing the pull request description itself (pull-request).

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iflytek-contract-intelligence-review icon

iflytek-contract-intelligence-review

SkillGitHub 中文

Use when user asks to review contracts, detect contract risks, or perform compliance checks. 合同智能审核 - 对合同扫描件、图片合同、双语合同进行完整审核。 覆盖 OCR 识别、条款分析、风险检测、合规校对、翻译摘要全流程。 适用于法务审核、采购合同审查、供应链合规检查等场景。 关键词:合同审核、风险检测、条款分析、合规校对、contract review、risk detection。

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FAQ

OAuth or token for GitHub MCP?

A fine-grained PAT is simplest for local stdio use; GitHub App / OAuth matters for multi-user hosted deployments. Env vars are on each resource page.

Will AI review miss security issues?

Sometimes. Treat it as a first-pass filter—good at semantic defects, but keep human audit for supply-chain and authorization logic.

Is it safe for private repos?

Depends on the model provider and token scope. Enterprises often pair local models with read-only, short-lived, least-scope PATs and rotate them.

Setup guides for this scenario

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Code review & GitHub MCP — Picks & Install - AgentHub