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.
Orchestrate multi-agent coding tasks via Claude DevFleet — plan projects, dispatch parallel agents in isolated worktrees, monitor progress, and read structured reports.
Install Claude Devfleet
$ npx skills add loulanyue/awesome-claude-notes --skill claude-devfleet -a claude-codeProject install by default; add -g for ~/.claude/skills/.
$ gh skill install loulanyue/awesome-claude-notes claude-devfleet --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/loulanyue/awesome-claude-notes.git skills-src && mkdir -p .claude/skills && cp -r skills-src/skills/claude-devfleet .claude/skills/claude-devfleet && 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 "claude-devfleet" agent skill from https://github.com/loulanyue/awesome-claude-notes/tree/main/skills/claude-devfleet into .claude/skills/claude-devfleet/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "claude-devfleet", 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/loulanyue/awesome-claude-notes/tree/main/skills/claude-devfleetType 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 loulanyue/awesome-claude-notes --skill claude-devfleet -a codexProject install goes to .agents/skills/; add -g for ~/.codex/skills/.
$ gh skill install loulanyue/awesome-claude-notes claude-devfleet --agent codexProject scope by default (.agents/skills/); add --scope user for a personal install.
$ git clone --depth 1 https://github.com/loulanyue/awesome-claude-notes.git skills-src && mkdir -p .agents/skills && cp -r skills-src/skills/claude-devfleet .agents/skills/claude-devfleet && rm -rf skills-srcUse ~/.agents/skills/ instead of .agents/skills for a personal install.
Codex skills documentation · loads skills from .agents/skills/
Install the "claude-devfleet" agent skill from https://github.com/loulanyue/awesome-claude-notes/tree/main/skills/claude-devfleet into .agents/skills/claude-devfleet/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "claude-devfleet", 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 loulanyue/awesome-claude-notes --skill claude-devfleet -a cursorProject install goes to .agents/skills/; add -g for ~/.cursor/skills/.
$ gh skill install loulanyue/awesome-claude-notes claude-devfleet --agent cursorProject scope by default (.agents/skills/); add --scope user for a personal install.
$ git clone --depth 1 https://github.com/loulanyue/awesome-claude-notes.git skills-src && mkdir -p .cursor/skills && cp -r skills-src/skills/claude-devfleet .cursor/skills/claude-devfleet && 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 "claude-devfleet" agent skill from https://github.com/loulanyue/awesome-claude-notes/tree/main/skills/claude-devfleet into .cursor/skills/claude-devfleet/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "claude-devfleet", 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/loulanyue/awesome-claude-notes.git --path skills/claude-devfleet--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 loulanyue/awesome-claude-notes --skill claude-devfleet -a gemini-cliProject install goes to .agents/skills/; add -g for ~/.gemini/skills/.
$ gh skill install loulanyue/awesome-claude-notes claude-devfleet --agent gemini-cliProject scope by default (.agents/skills/); add --scope user for a personal install.
$ git clone --depth 1 https://github.com/loulanyue/awesome-claude-notes.git skills-src && mkdir -p .gemini/skills && cp -r skills-src/skills/claude-devfleet .gemini/skills/claude-devfleet && 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 "claude-devfleet" agent skill from https://github.com/loulanyue/awesome-claude-notes/tree/main/skills/claude-devfleet into .gemini/skills/claude-devfleet/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "claude-devfleet", 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 loulanyue/awesome-claude-notes claude-devfleetInstalls 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 loulanyue/awesome-claude-notes --skill claude-devfleet -a github-copilotProject install goes to .agents/skills/; add -g for ~/.copilot/skills/.
$ git clone --depth 1 https://github.com/loulanyue/awesome-claude-notes.git skills-src && mkdir -p .github/skills && cp -r skills-src/skills/claude-devfleet .github/skills/claude-devfleet && 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 "claude-devfleet" agent skill from https://github.com/loulanyue/awesome-claude-notes/tree/main/skills/claude-devfleet into .github/skills/claude-devfleet/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "claude-devfleet", 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 loulanyue/awesome-claude-notes --skill claude-devfleet -a opencodeOpenCode documents no install command of its own. Project install goes to .agents/skills/; add -g for ~/.config/opencode/skills/.
$ gh skill install loulanyue/awesome-claude-notes claude-devfleet --agent opencodeProject scope by default (.agents/skills/); add --scope user for a personal install.
$ git clone --depth 1 https://github.com/loulanyue/awesome-claude-notes.git skills-src && mkdir -p .opencode/skills && cp -r skills-src/skills/claude-devfleet .opencode/skills/claude-devfleet && 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 "claude-devfleet" agent skill from https://github.com/loulanyue/awesome-claude-notes/tree/main/skills/claude-devfleet into .opencode/skills/claude-devfleet/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "claude-devfleet", 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
claude-devfleet- GitHub stars
- 272
- Used in
- 2 other repos
- Token cost
- ~1.4k tokens
- SKILL.md length
- 575 words
- Files
- 1
- Skills in repo
- 9
- Repo updated
- First seen
- Licence
- MIT
At a glance
Orchestrate multi-agent coding tasks via Claude DevFleet — plan projects, dispatch parallel agents in isolated worktrees, monitor progress, and read structured reports.
- Works in 5 steps: Plan: Call plan_project(prompt="...") →… → Show plan: Present mission titles,… → Dispatch: Call… → …
- Tasks that involve Git worktrees
- SKILL.md covers When to Use, How It Works, Examples and Guidelines
- Calls claude
What it does
Claude Devfleet is an agent skill from loulanyue/awesome-claude-notes. Orchestrate multi-agent coding tasks via Claude DevFleet — plan projects, dispatch parallel agents in isolated worktrees, monitor progress, and read structured reports.
Its SKILL.md is about 1.4k tokens, which your agent loads only when the skill is triggered. It is a single SKILL.md file with no bundled scripts.
It sits in Agent Workflows, covering Git worktrees, Subagents and Multi-agent orchestration. The repository describes itself as: Community-maintained distribution of reusable AI coding agents, commands, skills, hooks, and cross-harness workflows. The licence is MIT.
When your agent uses it
- Tasks that involve Git worktrees
- Tasks that involve Subagents
- Tasks that involve Multi-agent orchestration
Example prompts
- “/claude-devfleet”
Workflow steps
5 steps, taken from the first numbered list in SKILL.md.
- Plan: Call plan_project(prompt="...") → returns project_id + list of missions with depends_on chains and auto_dispatch=true.
- Show plan: Present mission titles, types, and dependency chain to the user.
- Dispatch: Call dispatch_mission(mission_id=) on the root mission (empty depends_on). Remaining missions auto-dispatch as their…
- Monitor: Call get_mission_status(mission_id=...) or get_dashboard() to check progress.
- Report: Call get_report(mission_id=...) when missions complete. Share highlights with the user.
What it can do on your machine
Read from SKILL.md and the folder at commit 866b55b. 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
Shell commands in SKILL.md call:
claude
From the folder's file list and the shell code blocks in SKILL.md.
Network
No URLs in SKILL.md.
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
Claude Devfleet loads about 1.4k tokens when it runs. Until then it costs about 46 tokens; SKILL.md has 575 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); files beside SKILL.md are not scanned.
SKILL.md
The full file from loulanyue/awesome-claude-notes at commit 866b55b, republished under its MIT licence (© loulanyue). 575 words, ~1,440 tokens.
Download SKILL.mdSave it as
.claude/skills/claude-devfleet/SKILL.md (or your agent's skills folder).- name
- claude-devfleet
- description
- Orchestrate multi-agent coding tasks via Claude DevFleet — plan projects, dispatch parallel agents in isolated worktrees, monitor progress, and read structured reports.
- origin
- community
Claude DevFleet Multi-Agent Orchestration
When to Use
Use this skill when you need to dispatch multiple Claude Code agents to work on coding tasks in parallel. Each agent runs in an isolated git worktree with full tooling.
Requires a running Claude DevFleet instance connected via MCP:
claude mcp add devfleet --transport http http://localhost:18801/mcpHow It Works
User → "Build a REST API with auth and tests"
↓
plan_project(prompt) → project_id + mission DAG
↓
Show plan to user → get approval
↓
dispatch_mission(M1) → Agent 1 spawns in worktree
↓
M1 completes → auto-merge → auto-dispatch M2 (depends_on M1)
↓
M2 completes → auto-merge
↓
get_report(M2) → files_changed, what_done, errors, next_steps
↓
Report back to userTools
| Tool | Purpose |
|---|---|
plan_project(prompt) | AI breaks a description into a project with chained missions |
create_project(name, path?, description?) | Create a project manually, returns project_id |
create_mission(project_id, title, prompt, depends_on?, auto_dispatch?) | Add a mission. depends_on is a list of mission ID strings (e.g., ["abc-123"]). Set auto_dispatch=true to auto-start when deps are met. |
dispatch_mission(mission_id, model?, max_turns?) | Start an agent on a mission |
cancel_mission(mission_id) | Stop a running agent |
wait_for_mission(mission_id, timeout_seconds?) | Block until a mission completes (see note below) |
get_mission_status(mission_id) | Check mission progress without blocking |
get_report(mission_id) | Read structured report (files changed, tested, errors, next steps) |
get_dashboard() | System overview: running agents, stats, recent activity |
list_projects() | Browse all projects |
list_missions(project_id, status?) | List missions in a project |
Note on
wait_for_mission: This blocks the conversation for up totimeout_seconds(default 600). For long-running missions, prefer polling withget_mission_statusevery 30–60 seconds instead, so the user sees progress updates.
Workflow: Plan → Dispatch → Monitor → Report
- Plan: Call
plan_project(prompt="...")→ returnsproject_id+ list of missions withdepends_onchains andauto_dispatch=true. - Show plan: Present mission titles, types, and dependency chain to the user.
- Dispatch: Call
dispatch_mission(mission_id=<first_mission_id>)on the root mission (emptydepends_on). Remaining missions auto-dispatch as their dependencies complete (becauseplan_projectsetsauto_dispatch=trueon them). - Monitor: Call
get_mission_status(mission_id=...)orget_dashboard()to check progress. - Report: Call
get_report(mission_id=...)when missions complete. Share highlights with the user.
Concurrency
DevFleet runs up to 3 concurrent agents by default (configurable via DEVFLEET_MAX_AGENTS). When all slots are full, missions with auto_dispatch=true queue in the mission watcher and dispatch automatically as slots free up. Check get_dashboard() for current slot usage.
Examples
Show full SKILL.md (272 more words)Show less
Full auto: plan and launch
plan_project(prompt="...")→ shows plan with missions and dependencies.- Dispatch the first mission (the one with empty
depends_on). - Remaining missions auto-dispatch as dependencies resolve (they have
auto_dispatch=true). - Report back with project ID and mission count so the user knows what was launched.
- Poll with
get_mission_statusorget_dashboard()periodically until all missions reach a terminal state (completed,failed, orcancelled). get_report(mission_id=...)for each terminal mission — summarize successes and call out failures with errors and next steps.
Manual: step-by-step control
create_project(name="My Project")→ returnsproject_id.create_mission(project_id=project_id, title="...", prompt="...", auto_dispatch=true)for the first (root) mission → captureroot_mission_id.create_mission(project_id=project_id, title="...", prompt="...", auto_dispatch=true, depends_on=["<root_mission_id>"])for each subsequent task.dispatch_mission(mission_id=...)on the first mission to start the chain.get_report(mission_id=...)when done.
Sequential with review
create_project(name="...")→ getproject_id.create_mission(project_id=project_id, title="Implement feature", prompt="...")→ getimpl_mission_id.dispatch_mission(mission_id=impl_mission_id), then poll withget_mission_statusuntil complete.get_report(mission_id=impl_mission_id)to review results.create_mission(project_id=project_id, title="Review", prompt="...", depends_on=[impl_mission_id], auto_dispatch=true)— auto-starts since the dependency is already met.
Guidelines
- Always confirm the plan with the user before dispatching, unless they said to go ahead.
- Include mission titles and IDs when reporting status.
- If a mission fails, read its report before retrying.
- Check
get_dashboard()for agent slot availability before bulk dispatching. - Mission dependencies form a DAG — do not create circular dependencies.
- Each agent runs in an isolated git worktree and auto-merges on completion. If a merge conflict occurs, the changes remain on the agent's worktree branch for manual resolution.
- When manually creating missions, always set
auto_dispatch=trueif you want them to trigger automatically when dependencies complete. Without this flag, missions stay indraftstatus.
© loulanyue, MIT. Rendered from Markdown: HTML in the file is shown as text, images as links, and headings moved down two levels. Raw file
Files
Just SKILL.md in skills/claude-devfleet of loulanyue/awesome-claude-notes.
Open the folder on GitHubat commit 866b55b
Used in 2 other repositories
We found 7 copies of this SKILL.md (exact, near-identical or edited) in other folders, from 2 other GitHub owners. This page covers the copy in loulanyue/awesome-claude-notes, which our catalogue first saw on October 7, 2026.
Compare with similar skills
Claude Devfleet 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 |
|---|---|---|---|---|---|---|
| Claude Devfleet this skillloulanyue/awesome-claude-notes | 272 | 2 repos | ~1.4k | Automated safety check: Pass | MIT | |
| ClawTeam Multi-Agent Swarmwin4r/ClawTeam-OpenClaw | 1.5k | 1 repos | ~2.9k | Automated safety check: Pass | MIT | |
| Clawteamwin4r/ClawTeam-OpenClaw | 1.5k | — | ~3.1k | Automated safety check: Pass | MIT | |
| Puppetmaster Agent Orchestrationprofessorpalmer/Puppetmaster | 467 | — | ~3.2k | Automated safety check: Pass | MIT | |
| Qwen Code Team CoordinatorQwenLM/qwen-code | 28k | — | ~994 | Automated safety check: Pass | Apache-2.0 | |
| Claude Devfleetaffaan-m/ECC | 274k | 1 repos | ~1.5k | Automated safety check: Pass | MIT |
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Claude Devfleet
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Orchestrate multi-agent coding tasks via Claude DevFleet — plan projects, dispatch parallel agents in isolated worktrees, monitor progress, and read structured reports.
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Questions about Claude Devfleet
What does Claude Devfleet do?
Orchestrate multi-agent coding tasks via Claude DevFleet — plan projects, dispatch parallel agents in isolated worktrees, monitor progress, and read structured reports. Claude Devfleet is an agent skill from loulanyue/awesome-claude-notes. Orchestrate multi-agent coding tasks via Claude DevFleet — plan projects, dispatch parallel agents in isolated worktrees, monitor progress, and read structured reports.
When should I use Claude Devfleet?
Claude Devfleet fits situations like: tasks that involve Git worktrees; tasks that involve Subagents; tasks that involve Multi-agent orchestration.
How do I install Claude Devfleet in Claude Code?
Run `npx skills add loulanyue/awesome-claude-notes --skill claude-devfleet -a claude-code`. Or copy the skill folder (skills/claude-devfleet in loulanyue/awesome-claude-notes) into .claude/skills/claude-devfleet in your project. Claude Code loads it when a task matches its description.
How do I install Claude Devfleet in Codex?
Run `npx skills add loulanyue/awesome-claude-notes --skill claude-devfleet -a codex`. Or copy the skill folder (skills/claude-devfleet in loulanyue/awesome-claude-notes) into .agents/skills/claude-devfleet in your project. Codex loads it when a task matches its description.
Can I use Claude Devfleet 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 loulanyue/awesome-claude-notes --skill claude-devfleet -a cursor` (or -a gemini-cli, github-copilot or opencode for the others). To copy it by hand, put the folder in .cursor/skills/claude-devfleet, .gemini/skills/claude-devfleet, .github/skills/claude-devfleet and .opencode/skills/claude-devfleet in your project.
What does Claude Devfleet need to run?
Going by SKILL.md and its folder, Claude Devfleet needs the command-line tools its instructions call (claude).
Does Claude Devfleet access the network?
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.
Is Claude Devfleet 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. Review the folder before installing.
What licence does Claude Devfleet use?
Claude Devfleet 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 Claude Devfleet use?
About 1.4k tokens (SKILL.md is roughly 5.8k 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 Claude Devfleet?
Skills that share tags, products or a category with Claude Devfleet: ClawTeam Multi-Agent Swarm (win4r/ClawTeam-OpenClaw, 1.5k stars), Clawteam (win4r/ClawTeam-OpenClaw, 1.5k stars), Puppetmaster Agent Orchestration (professorpalmer/Puppetmaster, 467 stars) and Qwen Code Team Coordinator (QwenLM/qwen-code, 28k stars). The comparison table on this page puts their stars, adoption, token cost, safety result and licence side by side.
Who maintains Claude Devfleet?
loulanyue (a GitHub user) maintains it in loulanyue/awesome-claude-notes, which has 272 GitHub stars. The repository holds 9 skills in this directory. The repository was last updated on October 5, 2026.
Source: loulanyue/awesome-claude-notes on GitHub. Facts on this page come from the repository at the commit we read; the author's words are quoted as theirs.