Multi Agent Orchestration
cat-xierluo/legal-skills
编排两个以上边界独立的本地 worker，使用 Orca Run/Task/Dispatch、独立 worktree/session 或 tmux 回退，由 PM 负责拆解、派发、巡检、429 停滞恢复、独立验收、PR 收口与临时资源清理；也用于用户明确要求“并行推进”“多个 worker”“PM 总控”“Wave Autopilot”或防止 PM…
多Agent蜂群并行协作，纯git自组织，适合大型项目开发。当用户提到"蜂群模式"、"多agent"、"并行开发"、"agent swarm"时使用。
Install Huashu Agent Swarm
$ npx skills add alchaincyf/huashu-skills --skill huashu-agent-swarm -a claude-codeProject install by default; add -g for ~/.claude/skills/.
$ gh skill install alchaincyf/huashu-skills huashu-agent-swarm --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/alchaincyf/huashu-skills.git skills-src && mkdir -p .claude/skills && cp -r skills-src/huashu-agent-swarm .claude/skills/huashu-agent-swarm && 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 "huashu-agent-swarm" agent skill from https://github.com/alchaincyf/huashu-skills/tree/master/huashu-agent-swarm into .claude/skills/huashu-agent-swarm/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "huashu-agent-swarm", 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/alchaincyf/huashu-skills/tree/master/huashu-agent-swarmType 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 alchaincyf/huashu-skills --skill huashu-agent-swarm -a codexProject install goes to .agents/skills/; add -g for ~/.codex/skills/.
$ gh skill install alchaincyf/huashu-skills huashu-agent-swarm --agent codexProject scope by default (.agents/skills/); add --scope user for a personal install.
$ git clone --depth 1 https://github.com/alchaincyf/huashu-skills.git skills-src && mkdir -p .agents/skills && cp -r skills-src/huashu-agent-swarm .agents/skills/huashu-agent-swarm && rm -rf skills-srcUse ~/.agents/skills/ instead of .agents/skills for a personal install.
Codex skills documentation · loads skills from .agents/skills/
Install the "huashu-agent-swarm" agent skill from https://github.com/alchaincyf/huashu-skills/tree/master/huashu-agent-swarm into .agents/skills/huashu-agent-swarm/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "huashu-agent-swarm", 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 alchaincyf/huashu-skills --skill huashu-agent-swarm -a cursorProject install goes to .agents/skills/; add -g for ~/.cursor/skills/.
$ gh skill install alchaincyf/huashu-skills huashu-agent-swarm --agent cursorProject scope by default (.agents/skills/); add --scope user for a personal install.
$ git clone --depth 1 https://github.com/alchaincyf/huashu-skills.git skills-src && mkdir -p .cursor/skills && cp -r skills-src/huashu-agent-swarm .cursor/skills/huashu-agent-swarm && 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 "huashu-agent-swarm" agent skill from https://github.com/alchaincyf/huashu-skills/tree/master/huashu-agent-swarm into .cursor/skills/huashu-agent-swarm/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "huashu-agent-swarm", 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/alchaincyf/huashu-skills.git --path huashu-agent-swarm--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 alchaincyf/huashu-skills --skill huashu-agent-swarm -a gemini-cliProject install goes to .agents/skills/; add -g for ~/.gemini/skills/.
$ gh skill install alchaincyf/huashu-skills huashu-agent-swarm --agent gemini-cliProject scope by default (.agents/skills/); add --scope user for a personal install.
$ git clone --depth 1 https://github.com/alchaincyf/huashu-skills.git skills-src && mkdir -p .gemini/skills && cp -r skills-src/huashu-agent-swarm .gemini/skills/huashu-agent-swarm && 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 "huashu-agent-swarm" agent skill from https://github.com/alchaincyf/huashu-skills/tree/master/huashu-agent-swarm into .gemini/skills/huashu-agent-swarm/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "huashu-agent-swarm", 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 alchaincyf/huashu-skills huashu-agent-swarmInstalls 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 alchaincyf/huashu-skills --skill huashu-agent-swarm -a github-copilotProject install goes to .agents/skills/; add -g for ~/.copilot/skills/.
$ git clone --depth 1 https://github.com/alchaincyf/huashu-skills.git skills-src && mkdir -p .github/skills && cp -r skills-src/huashu-agent-swarm .github/skills/huashu-agent-swarm && 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 "huashu-agent-swarm" agent skill from https://github.com/alchaincyf/huashu-skills/tree/master/huashu-agent-swarm into .github/skills/huashu-agent-swarm/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "huashu-agent-swarm", 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 alchaincyf/huashu-skills --skill huashu-agent-swarm -a opencodeOpenCode documents no install command of its own. Project install goes to .agents/skills/; add -g for ~/.config/opencode/skills/.
$ gh skill install alchaincyf/huashu-skills huashu-agent-swarm --agent opencodeProject scope by default (.agents/skills/); add --scope user for a personal install.
$ git clone --depth 1 https://github.com/alchaincyf/huashu-skills.git skills-src && mkdir -p .opencode/skills && cp -r skills-src/huashu-agent-swarm .opencode/skills/huashu-agent-swarm && 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 "huashu-agent-swarm" agent skill from https://github.com/alchaincyf/huashu-skills/tree/master/huashu-agent-swarm into .opencode/skills/huashu-agent-swarm/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "huashu-agent-swarm", 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
huashu-agent-swarm- GitHub stars
- 1.7k
- Token cost
- ~576 tokens
- SKILL.md length
- 150 words
- Files
- 10 (incl. scripts, references)
- Skills in repo
- 21
- Repo updated
- First seen
- Licence
- MIT
At a glance
多Agent蜂群并行协作，纯git自组织，适合大型项目开发。当用户提到"蜂群模式"、"多agent"、"并行开发"、"agent swarm"时使用。
- Works in 5 steps: 描述项目 → 初始化项目 → 启动蜂群 → …
- Tasks that involve Multi-agent orchestration
- SKILL.md covers 触发条件, 前置要求, 使用流程 and 核心机制, plus 2 more sections
- Runs Shell and Python scripts from its folder; calls bash, git and python3
What it does
Huashu Agent Swarm is an agent skill from alchaincyf/huashu-skills. 多Agent蜂群并行协作，纯git自组织，适合大型项目开发。当用户提到"蜂群模式"、"多agent"、"并行开发"、"agent swarm"时使用。
Its SKILL.md is about 580 tokens, which your agent loads only when the skill is triggered. The skill folder holds 11 other files, including scripts and reference files (for example `references/agent-prompt-template.md`, `references/carlini-lessons.md` and `scripts/agent_loop.sh`).
It sits in Agent Workflows, covering Multi-agent orchestration, Git worktrees and Git workflow. It works with Git and tmux. The repository describes itself as: 花叔全部开源 Agent Skills 总目录：16 旗舰 + 14 人物视角 + 22 内置共 52 个 skill，分层分类 + AI Agent 安装协议 + 机器可读 skills.json + 更新检查机制. The licence is MIT.
When your agent uses it
- Tasks that involve Multi-agent orchestration
- Tasks that involve Git worktrees
- Tasks that involve Git workflow
Example prompts
- “多agent”
- “agent swarm”
- “/huashu-agent-swarm”
Requirements
- Python 3
- A Bash shell
Workflow steps
5 steps, taken from the step headings in SKILL.md.
What it can do on your machine
Read from SKILL.md and the folder at commit 2efea35. 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 7 files in scripts/ (Shell and Python), which the agent can run.
Shell commands in SKILL.md call:
bashgitpython3brew
From the folder's file list and the shell code blocks in SKILL.md.
Network
No URLs in SKILL.md. Its commands use git, which can reach the network depending on how they are called.
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
Huashu Agent Swarm loads about 576 tokens when it runs, and up to ~2.5k if it reads all its reference files. Until then it costs about 24 tokens; SKILL.md has 150 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
The full file from alchaincyf/huashu-skills at commit 2efea35, republished under its MIT licence (© alchaincyf). 150 words, ~576 tokens.
Download SKILL.mdSave it as
.claude/skills/huashu-agent-swarm/SKILL.md (or your agent's skills folder). This skill also uses 9 other files; get the full folder from GitHub.- name
- huashu-agent-swarm
- description
- 多Agent蜂群并行协作，纯git自组织，适合大型项目开发。当用户提到"蜂群模式"、"多agent"、"并行开发"、"agent swarm"时使用。
Infinite Agent Loop - 无限Agent蜂群模式
受Nicholas Carlini用16个Claude实例自主构建C编译器的启发。 没有master agent，纯git自组织，每个agent独立认领任务、写代码、推送。
触发条件
当用户提到「蜂群模式」「多agent并行」「infinite loop」「agent swarm」「启动蜂群」时使用此技能。
前置要求
- tmux（
brew install tmux） - claude CLI（已安装）
- git 仓库（已有或新建）
使用流程
Step 1: 描述项目
用户告诉我：
- 项目目录路径（必须是git仓库）
- 项目目标和总体描述
- 初始任务列表（或让agent自行拆解）
- agent数量（默认8个）
- 代码规范和测试命令
Step 2: 初始化项目
bash SKILL_DIR/scripts/setup_project.sh <项目目录>这会在项目中创建：
AGENT_PROMPT.md- 从模板生成，需要我根据用户需求定制TASKS.md- 初始任务清单current_tasks/- 任务认领目录agent_logs/- 日志目录
然后我根据 references/agent-prompt-template.md 定制 AGENT_PROMPT.md，填入项目具体信息。
Step 3: 启动蜂群
bash SKILL_DIR/scripts/start_swarm.sh <agent数量> <项目目录>这会：
- 为每个agent创建 git worktree（共享.git对象库，不浪费磁盘）
- 创建 tmux session，每个pane一个agent
- 每个agent进入无限循环：pull → 认领任务 → 执行 → push → 下一个
Step 4: 打开观测台
python3 SKILL_DIR/scripts/dashboard.py <项目目录> 8420浏览器打开 http://localhost:8420，可以：
- 实时查看所有agent状态、git log、任务进度
- 查看每个agent的最新日志
- 输入框直接发送指令给agent（写入HUMAN_INPUT.md）
- 一键停止所有agent
也可以用命令行监控：
# 终端状态
bash SKILL_DIR/scripts/status.sh <项目目录>
# 发送指令
bash SKILL_DIR/scripts/send_input.sh <项目目录> "你的指令"
# 直接进入tmux观察
tmux attach -t swarm-<项目名>Step 5: 停止
bash SKILL_DIR/scripts/stop_swarm.sh <项目目录>自动停止所有agent + 合并分支 + 清理worktrees。
核心机制
Git自组织协调
- 每个agent通过
current_tasks/*.lock文件认领任务 - 通过
TASKS.md了解全局进度 - 通过
git log了解其他agent的工作 - 冲突由agent自行解决
Git Worktree隔离
- 不用多份clone，用
git worktree实现隔离 - 所有worktree共享同一个
.git对象库 - 每个agent在自己的worktree独立工作
无限循环
- 每个agent完成一个session后自动开始下一个
- 通过
git pull获取其他agent的最新成果 - 通过 sleep 间隔避免API限流
关键配置
| 参数 | 默认值 | 说明 |
|---|---|---|
| agent数量 | 8 | 可在启动时指定 |
| sleep间隔 | 5秒 | agent_loop.sh中可调 |
| 模型 | claude-opus-4-6 | agent_loop.sh中可调 |
风险和应对
| 风险 | 应对 |
|---|---|
| API限流 | sleep间隔 + 可调agent数量 |
| 合并冲突 | AGENT_PROMPT指导小粒度commit |
| 死循环无用功 | 日志监控 + 停止条件 |
| 磁盘空间 | stop_swarm.sh自动清理 |
| 成本失控 | 可在AGENT_PROMPT中限制session数 |
花叔出品 | AI Native Coder · 独立开发者 公众号「花叔」| 30万+粉丝 | AI工具与效率提升 代表作：小猫补光灯（AppStore付费榜Top1）·《一本书玩转DeepSeek》
© alchaincyf, MIT. Rendered from Markdown: HTML in the file is shown as text, images as links, and headings moved down two levels. Raw file
Files
SKILL.md and 9 other files (scripts, references) in huashu-agent-swarm of alchaincyf/huashu-skills.
- SKILL.md
- references/agent-prompt-template.md
- references/carlini-lessons.md
- scripts/agent_loop.sh
- scripts/dashboard.py
- scripts/send_input.sh
- scripts/setup_project.sh
- scripts/start_swarm.sh
- scripts/status.sh
- scripts/stop_swarm.sh
Open the folder on GitHubat commit 2efea35
Compare with similar skills
Huashu Agent Swarm 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 |
|---|---|---|---|---|---|---|
| Huashu Agent Swarm this skillalchaincyf/huashu-skills | 1.7k | — | ~576 | Automated safety check: Pass | MIT | |
| Multi Agent Orchestrationcat-xierluo/legal-skills | 720 | — | ~6.6k | Automated safety check: Pass | MIT | |
| Clawteamwin4r/ClawTeam-OpenClaw | 1.5k | — | ~3.1k | Automated safety check: Pass | MIT | |
| Agtx Task Sweepfynnfluegge/agtx | 1.7k | — | ~1.7k | Automated safety check: Pass | Apache-2.0 | |
| Project Session ManagerYeachan-Heo/oh-my-claudecode | 40k | — | ~4k | Automated safety check: Pass | MIT | |
| Polyphonyalinaqi/maggy | 707 | — | ~980 | Automated safety check: Pass | MIT |
Similar skills
Clawteam
win4r/ClawTeam-OpenClaw
Multi-agent swarm orchestration. An agent skill from win4r/ClawTeam-OpenClaw.
Agtx Task Sweep
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Breaks a conversation's results into feature-level tasks and pushes them to the agtx kanban board, where each task gets its own worktree and agent session.
Project Session Manager
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Creates isolated git worktrees, with optional tmux sessions, for PR reviews, issue fixes and feature work across projects and repositories.
Polyphony
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Multi-agent orchestration with container-isolated workspaces — each agent session runs in its own Docker container with independent git branches
ClawTeam Multi-Agent Swarm
win4r/ClawTeam-OpenClaw
Launches a swarm of specialist Hermes agents in git-worktree-isolated tmux windows with a kanban board and file-based inboxes, using built-in templates like hedge-fund and code-review.
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Related
Categories
Questions about Huashu Agent Swarm
What does Huashu Agent Swarm do?
多Agent蜂群并行协作，纯git自组织，适合大型项目开发。当用户提到"蜂群模式"、"多agent"、"并行开发"、"agent swarm"时使用。. Huashu Agent Swarm is an agent skill from alchaincyf/huashu-skills.
When should I use Huashu Agent Swarm?
Huashu Agent Swarm fits situations like: tasks that involve Multi-agent orchestration; tasks that involve Git worktrees; tasks that involve Git workflow.
How do I install Huashu Agent Swarm in Claude Code?
Run `npx skills add alchaincyf/huashu-skills --skill huashu-agent-swarm -a claude-code`. Or copy the skill folder (huashu-agent-swarm in alchaincyf/huashu-skills) into .claude/skills/huashu-agent-swarm in your project. Claude Code loads it when a task matches its description.
How do I install Huashu Agent Swarm in Codex?
Run `npx skills add alchaincyf/huashu-skills --skill huashu-agent-swarm -a codex`. Or copy the skill folder (huashu-agent-swarm in alchaincyf/huashu-skills) into .agents/skills/huashu-agent-swarm in your project. Codex loads it when a task matches its description.
Can I use Huashu Agent Swarm 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 alchaincyf/huashu-skills --skill huashu-agent-swarm -a cursor` (or -a gemini-cli, github-copilot or opencode for the others). To copy it by hand, put the folder in .cursor/skills/huashu-agent-swarm, .gemini/skills/huashu-agent-swarm, .github/skills/huashu-agent-swarm and .opencode/skills/huashu-agent-swarm in your project.
What does Huashu Agent Swarm need to run?
Going by SKILL.md and its folder, Huashu Agent Swarm needs a shell and Python for the scripts in its folder and the command-line tools its instructions call (bash, git, python3 and brew). Our summary lists: Python 3; A Bash shell.
Does Huashu Agent Swarm access the network?
SKILL.md contains no URLs. Its commands use git, which can reach the network depending on how they are called. This is read from the text; nothing was executed.
Is Huashu Agent Swarm 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 Huashu Agent Swarm use?
Huashu Agent Swarm is published under the MIT licence (the repository's licence). It allows redistribution, so the full SKILL.md is shown on this page.
How many tokens does Huashu Agent Swarm use?
About 576 tokens (SKILL.md is roughly 2.3k characters). Agents keep only the skill's name and description in context until a task matches; then they load SKILL.md in full. Its references folder adds about 1.9k tokens, read only when the agent opens those files.
What are the alternatives to Huashu Agent Swarm?
Skills that share tags, products or a category with Huashu Agent Swarm: Multi Agent Orchestration (cat-xierluo/legal-skills, 720 stars), Clawteam (win4r/ClawTeam-OpenClaw, 1.5k stars), Agtx Task Sweep (fynnfluegge/agtx, 1.7k stars) and Project Session Manager (Yeachan-Heo/oh-my-claudecode, 40k stars). The comparison table on this page puts their stars, adoption, token cost, safety result and licence side by side.
Who maintains Huashu Agent Swarm?
alchaincyf (a GitHub user) maintains it in alchaincyf/huashu-skills, which has 1,695 GitHub stars. The repository holds 21 skills in this directory. The repository was last updated on September 22, 2026.
Source: alchaincyf/huashu-skills on GitHub. Facts on this page come from the repository at the commit we read; the author's words are quoted as theirs.