Git 与版本控制
Git 操作、提交助手与分支管理
ship
BuilderIO
Commit and push the complete current-branch snapshot, open a ready PR, babysit it, merge when clean, then create a fresh branch. Use when the user asks to ship, publish, or hand off local changes. Matching beta and docs paths publish automatically after merge; other production promotion is manual.
code-tidy
lltx
整理 Java 代码。对 Git 未提交的 Java 类和方法添加/补充 Javadoc 注释，更新日期注释。当用户说"整理代码"、"添加注释"、"更新日期注释"时触发。
second-opinion
trailofbits
"Runs external LLM code reviews (OpenAI Codex or Google Gemini CLI) on uncommitted changes, branch diffs, or specific commits. Use when the user asks for a second opinion, external review, codex review, gemini review, or mentions /second-opinion."
huggingface-tokenizers
NousResearch
Fast tokenizers optimized for research and production. Rust-based implementation tokenizes 1GB in <20 seconds. Supports BPE, WordPiece, and Unigram algorithms. Train custom vocabularies, track alignments, handle padding/truncation. Integrates seamlessly with transformers. Use when you need high-performance tokenization or custom tokenizer training.
heartmula
NousResearch
Set up and run HeartMuLa, the open-source music generation model family (Suno-like). Generates full songs from lyrics + tags with multilingual support.
github-code-review
NousResearch
Review code changes by analyzing git diffs, leaving inline comments on PRs, and performing thorough pre-push review. Works with gh CLI or falls back to git + GitHub REST API via curl.
github-pr-workflow
NousResearch
Full pull request lifecycle — create branches, commit changes, open PRs, monitor CI status, auto-fix failures, and merge. Works with gh CLI or falls back to git + GitHub REST API via curl.
github-repo-management
NousResearch
Clone, create, fork, configure, and manage GitHub repositories. Manage remotes, secrets, releases, and workflows. Works with gh CLI or falls back to git + GitHub REST API via curl.
codebase-onboarding
affaan-m
Analyze an unfamiliar codebase and generate a structured onboarding guide with architecture map, key entry points, conventions, and a starter CLAUDE.md. Use when joining a new project or setting up Claude Code for the first time in a repo.
ao-weekly-release
ComposioHQ
"Generate the weekly Agent Orchestrator release notes. Runs every Thursday 10:00 IST from the bot cron, or on-demand. Queries the GitHub API for the latest release, merged PRs, commits, contributors, and star counts, and produces a publishable markdown post in the house style. Output is posted to Discord by the cron job after this skill returns."
agentflow
sickn33
"Orchestrate autonomous AI development pipelines through your Kanban board (Asana, GitHub Projects, Linear). Manages multi-worker Claude Code dispatch, deterministic quality gates, adversarial review, per-task cost tracking, and crash-proof pipeline execution."
mutation-testing
citypaul
Mutation testing patterns for verifying test effectiveness. Use when analyzing branch code to find weak or missing tests.
pre-submit-pr
meta-pytorch
Validate changes before submitting a pull request. Run comprehensive checks including lint, tests, alignment review, and RFC analysis. Use before creating a PR, when asked if code is ready for review, or before pushing for PR.
address-github-comments
sickn33
Use when you need to address review or issue comments on an open GitHub Pull Request using the gh CLI.
agent-orchestrator
ComposioHQ
"Open-source, pluggable agentic coding orchestrator. Manages durable coding agents (Claude Code, Codex, OpenCode) through a simple interface — spawn agents, track progress, and let feedback loops like PR reviews and CI failures automatically route to the right agents. Use for fixing bugs, building features, working on GitHub issues, checking status, and managing agent sessions."
multiplayer-game
rivet-dev
"Pragmatic patterns for building multiplayer games: matchmaking, tick loops, realtime state, interest management, and validation."
huggingface-tokenizers
Orchestra-Research
Fast tokenizers optimized for research and production. Rust-based implementation tokenizes 1GB in <20 seconds. Supports BPE, WordPiece, and Unigram algorithms. Train custom vocabularies, track alignments, handle padding/truncation. Integrates seamlessly with transformers. Use when you need high-performance tokenization or custom tokenizer training.
pyvene-interventions
Orchestra-Research
Provides guidance for performing causal interventions on PyTorch models using pyvene's declarative intervention framework. Use when conducting causal tracing, activation patching, interchange intervention training, or testing causal hypotheses about model behavior.
do
thedotmack
Execute a phased implementation plan using subagents. Use when asked to execute, run, or carry out a plan — especially one created by make-plan.
running-in-ci
max-sixty
CI environment rules for GitHub Actions workflows. Use when operating in CI — covers security, CI monitoring, and comment formatting.
git-workflow
bobmatnyc
Essential Git patterns for effective version control, eliminating redundant Git guidance per agent.
researchers-tech
bitwize-music-studio
Researches project histories, changelogs, developer interviews, and open source documentation. Use when the album subject involves technology projects or developer stories.
document-hunter
bitwize-music-studio
Searches and retrieves documents from free public sources using automated browser navigation. Use when research needs primary source documents like court filings, government reports, or public records.
ship
bitwize-music-studio
Automates the full code release pipeline — branch, commit, push, PR, wait for CI, merge, version bump, release, cleanup.