Agent skill

Orchestrate

Meta-agent supervisor that manages a fleet of Claude Code agents running in tmux windows.

Custom licenceAuto-check: warningsDevelopment

Install Orchestrate

The automated check flagged lines worth reading first. See the safety section below.

skills CLI

$ npx skills add Elite588/AUTOGPT --skill orchestrate -a claude-code

Project install by default; add -g for ~/.claude/skills/.

GitHub CLI

$ gh skill install Elite588/AUTOGPT orchestrate --agent claude-code

Project scope by default; add --scope user for a personal install. Needs GitHub CLI 2.90.0 or later (public preview).

Manual copy

$ git clone --depth 1 https://github.com/Elite588/AUTOGPT.git skills-src && mkdir -p .claude/skills && cp -r skills-src/.claude/skills/orchestrate .claude/skills/orchestrate && rm -rf skills-src

Use ~/.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/

Paste into Claude Code

Install the "orchestrate" agent skill from https://github.com/Elite588/AUTOGPT/tree/main/.claude/skills/orchestrate into .claude/skills/orchestrate/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "orchestrate", 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

$skill-installer install https://github.com/Elite588/AUTOGPT/tree/main/.claude/skills/orchestrate

Type 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.

skills CLI

$ npx skills add Elite588/AUTOGPT --skill orchestrate -a codex

Project install goes to .agents/skills/; add -g for ~/.codex/skills/.

GitHub CLI

$ gh skill install Elite588/AUTOGPT orchestrate --agent codex

Project scope by default (.agents/skills/); add --scope user for a personal install.

Manual copy

$ git clone --depth 1 https://github.com/Elite588/AUTOGPT.git skills-src && mkdir -p .agents/skills && cp -r skills-src/.claude/skills/orchestrate .agents/skills/orchestrate && rm -rf skills-src

Use ~/.agents/skills/ instead of .agents/skills for a personal install.

Codex skills documentation · loads skills from .agents/skills/

Paste into Codex

Install the "orchestrate" agent skill from https://github.com/Elite588/AUTOGPT/tree/main/.claude/skills/orchestrate into .agents/skills/orchestrate/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "orchestrate", 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.

skills CLI

$ npx skills add Elite588/AUTOGPT --skill orchestrate -a cursor

Project install goes to .agents/skills/; add -g for ~/.cursor/skills/.

GitHub CLI

$ gh skill install Elite588/AUTOGPT orchestrate --agent cursor

Project scope by default (.agents/skills/); add --scope user for a personal install.

Manual copy

$ git clone --depth 1 https://github.com/Elite588/AUTOGPT.git skills-src && mkdir -p .cursor/skills && cp -r skills-src/.claude/skills/orchestrate .cursor/skills/orchestrate && rm -rf skills-src

Use ~/.cursor/skills/ instead of .cursor/skills for a personal install.

Cursor skills documentation · loads skills from .cursor/skills/, .agents/skills/, .claude/skills/, .codex/skills/

Paste into Cursor

Install the "orchestrate" agent skill from https://github.com/Elite588/AUTOGPT/tree/main/.claude/skills/orchestrate into .cursor/skills/orchestrate/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "orchestrate", 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

$ gemini skills install https://github.com/Elite588/AUTOGPT.git --path .claude/skills/orchestrate

--scope user (default) or --scope workspace; --path is the subfolder of the repo that holds the skill; --consent skips the security confirmation prompt.

skills CLI

$ npx skills add Elite588/AUTOGPT --skill orchestrate -a gemini-cli

Project install goes to .agents/skills/; add -g for ~/.gemini/skills/.

GitHub CLI

$ gh skill install Elite588/AUTOGPT orchestrate --agent gemini-cli

Project scope by default (.agents/skills/); add --scope user for a personal install.

Manual copy

$ git clone --depth 1 https://github.com/Elite588/AUTOGPT.git skills-src && mkdir -p .gemini/skills && cp -r skills-src/.claude/skills/orchestrate .gemini/skills/orchestrate && rm -rf skills-src

Use ~/.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/

Paste into Gemini CLI

Install the "orchestrate" agent skill from https://github.com/Elite588/AUTOGPT/tree/main/.claude/skills/orchestrate into .gemini/skills/orchestrate/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "orchestrate", 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.

GitHub CLI

$ gh skill install Elite588/AUTOGPT orchestrate

Installs 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).

skills CLI

$ npx skills add Elite588/AUTOGPT --skill orchestrate -a github-copilot

Project install goes to .agents/skills/; add -g for ~/.copilot/skills/.

Manual copy

$ git clone --depth 1 https://github.com/Elite588/AUTOGPT.git skills-src && mkdir -p .github/skills && cp -r skills-src/.claude/skills/orchestrate .github/skills/orchestrate && rm -rf skills-src

Use ~/.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/

Paste into GitHub Copilot

Install the "orchestrate" agent skill from https://github.com/Elite588/AUTOGPT/tree/main/.claude/skills/orchestrate into .github/skills/orchestrate/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "orchestrate", 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.

skills CLI

$ npx skills add Elite588/AUTOGPT --skill orchestrate -a opencode

OpenCode documents no install command of its own. Project install goes to .agents/skills/; add -g for ~/.config/opencode/skills/.

GitHub CLI

$ gh skill install Elite588/AUTOGPT orchestrate --agent opencode

Project scope by default (.agents/skills/); add --scope user for a personal install.

Manual copy

$ git clone --depth 1 https://github.com/Elite588/AUTOGPT.git skills-src && mkdir -p .opencode/skills && cp -r skills-src/.claude/skills/orchestrate .opencode/skills/orchestrate && rm -rf skills-src

Use ~/.config/opencode/skills/ instead of .opencode/skills for a personal install.

OpenCode skills documentation · loads skills from .opencode/skills/, .claude/skills/, .agents/skills/

Paste into OpenCode

Install the "orchestrate" agent skill from https://github.com/Elite588/AUTOGPT/tree/main/.claude/skills/orchestrate into .opencode/skills/orchestrate/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "orchestrate", 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: orchestrate
GitHub stars: 103
Token cost: ~9.2k tokens
SKILL.md length: 3,435 words
Files: 11 (incl. scripts)
Skills in repo: 8
Repo updated: Apr 16, 2026
First seen: Oct 7, 2026
Licence: Custom licence

At a glance

Meta-agent supervisor that manages a fleet of Claude Code agents running in tmux windows.

Works in 9 steps: Resolve tmux session → Show available capacity → Collect tasks from the user → …
User asks to supervise agents
SKILL.md covers Scripts, Supervision model, Checkpoint protocol and Worktree lifecycle, plus 10 more sections
Runs Shell scripts from its folder; calls jq, gh and git; reaches github.com and discord.com

What it does

Orchestrate is an agent skill from Elite588/AUTOGPT. Meta-agent supervisor that manages a fleet of Claude Code agents running in tmux windows. Auto-discovers spare worktrees, spawns agents, monitors state, kicks idle agents, approves safe confirmations, and recycles worktrees when done. TRIGGER when user asks to supervise agents, run parallel tasks, manage worktrees, check agent status, or orchestrate parallel work.

Its SKILL.md is about 9.2k tokens, which your agent loads only when the skill is triggered. The skill folder holds 11 other files, including scripts (for example `scripts/capacity.sh`, `scripts/classify-pane.sh` and `scripts/find-spare.sh`).

It sits in Development, covering Git worktrees. It works with tmux and Discord. The repository describes itself as: AutoGPT is the vision of accessible AI for everyone, to use and to build on. Our mission is to provide the tools, so that you can focus on what matters. It is a powerful platform…

When your agent uses it

User asks to supervise agents
Run parallel tasks
Manage worktrees
Check agent status

Example prompts

“/orchestrate”

Requirements

A Bash shell
Docker

Workflow steps

9 steps, taken from the step headings in SKILL.md.

Resolve tmux session
Show available capacity
Collect tasks from the user
Spawn one agent per task
Start the mechanical babysitter
Begin supervising directly in this conversation
Run /pr-test (required, serialized, use TodoWrite to queue)
Do your own evaluation
Decide

What it can do on your machine

Read from SKILL.md and the folder at commit 9e4bc5b. 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 10 files in scripts/ (Shell), which the agent can run.
Shell commands in SKILL.md call:
- jq
- gh
- git
- claude
- bash
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.com
- discord.com
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

Orchestrate loads about 9.2k tokens when it runs. Until then it costs about 95 tokens; SKILL.md has 3,435 words of instructions outside code blocks.

Always · name and description, kept in context so the agent knows when to use it: ~95
When it runs · the whole SKILL.md, loaded when a task matches: ~9.2k

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: warnings

The automated check found patterns that need a careful read before installing.

WarningMentions a paste, webhook or tunnelling service often used to send data outSKILL.md:106
```
"discord_webhook": "https://discord.com/api/webhooks/...",
```

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

Its licence (Custom licence) doesn't allow us to republish the file, so here is its outline and opening line. It has 3,435 words (~9,210 tokens).

“One tmux session, N windows — each window is one agent working in its own worktree. Speak naturally; Claude maps your intent to the right scripts.”

— opening of SKILL.md by Elite588, Custom licence

name: orchestrate
user-invocable: true
argument-hint: any free text — e.g. 'start 3 agents on X Y Z', 'show status', 'add task: implement feature A', 'stop', 'how many are free?'
metadata.author: autogpt-team
metadata.version: 6.0.0

Outline of SKILL.md

Orchestrate — Agent Fleet Supervisor
Scripts
Supervision model
Checkpoint protocol
Worktree lifecycle
State file (~/.claude/orchestrator-state.json)
Serial /pr-test rule
Session restore (tested and confirmed)
Intent → action mapping
Spawning agents
1. Resolve tmux session
2. Show available capacity
3. Collect tasks from the user
4. Spawn one agent per task
5. Start the mechanical babysitter
6. Begin supervising directly in this conversation
Adding an agent
Supervisor duties (YOUR job, every 2-3 min in this conversation)
Poll loop mechanism
Each poll: what to check
RUNNING count includes waiting_approval agents
State file staleness recovery
Strict ORCHESTRATOR:DONE gate
Re-brief a stalled agent
Self-recovery protocol (agents)
Passing images and screenshots to agents
Orchestrator final evaluation (YOU decide, not the script)
1. Run /pr-test (required, serialized, use TodoWrite to queue)
/pr-test result evaluation
2. Do your own evaluation

Read the full SKILL.md on GitHub

Files

SKILL.md and 10 other files (scripts) in .claude/skills/orchestrate of Elite588/AUTOGPT.

SKILL.md
scripts/capacity.sh
scripts/classify-pane.sh
scripts/find-spare.sh
scripts/notify.sh
scripts/poll-cycle.sh
scripts/recycle-agent.sh
scripts/run-loop.sh
scripts/spawn-agent.sh
scripts/status.sh
scripts/verify-complete.sh

Open the folder on GitHubat commit 9e4bc5b

Compare with similar skills

Orchestrate 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.

Orchestrate compared with similar skills
Skill	Stars	Used in	Tokens	Auto-check	Licence	Repo updated
Orchestrate this skillElite588/AUTOGPT	103	—	~9.2k	Automated safety check: Warn	Custom licence	5 mo ago
Clean Vmaxeldelafosse/loop	281	—	~906	Automated safety check: Pass	MIT	6 mo ago
Mori Agent Bridgevaayne/mori	303	—	~1.7k	Automated safety check: Pass	MIT	2 mo ago
Kanvibe Release Deployrookedsysc/kanvibe	143	—	~12k	Automated safety check: Notes	AGPL-3.0	today
Implement Next Taskrvdbreemen/OTGW-firmware	207	—	~2.1k	Automated safety check: Pass	GPL-3.0	yesterday
Cleanupprassanna-ravishankar/repowire	264	—	~352	Automated safety check: Pass	None	today

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Questions about Orchestrate

What does Orchestrate do?

Meta-agent supervisor that manages a fleet of Claude Code agents running in tmux windows. Orchestrate is an agent skill from Elite588/AUTOGPT. Meta-agent supervisor that manages a fleet of Claude Code agents running in tmux windows.

When should I use Orchestrate?

Orchestrate fits situations like: user asks to supervise agents; run parallel tasks; manage worktrees; check agent status.

How do I install Orchestrate in Claude Code?

Run `npx skills add Elite588/AUTOGPT --skill orchestrate -a claude-code`. Or copy the skill folder (.claude/skills/orchestrate in Elite588/AUTOGPT) into .claude/skills/orchestrate in your project. Claude Code loads it when a task matches its description.

How do I install Orchestrate in Codex?

Run `npx skills add Elite588/AUTOGPT --skill orchestrate -a codex`. Or copy the skill folder (.claude/skills/orchestrate in Elite588/AUTOGPT) into .agents/skills/orchestrate in your project. Codex loads it when a task matches its description.

Can I use Orchestrate 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 Elite588/AUTOGPT --skill orchestrate -a cursor` (or -a gemini-cli, github-copilot or opencode for the others). To copy it by hand, put the folder in .cursor/skills/orchestrate, .gemini/skills/orchestrate, .github/skills/orchestrate and .opencode/skills/orchestrate in your project.

What does Orchestrate need to run?

Going by SKILL.md and its folder, Orchestrate needs a shell for the scripts in its folder and the command-line tools its instructions call (jq, gh, git, claude and bash). Our summary lists: A Bash shell; Docker.

Does Orchestrate access the network?

SKILL.md names 2 domains. In commands or code: github.com and discord.com; the agent is likely to contact these when it follows the instructions. This is read from the text; nothing was executed.

Is Orchestrate safe to install?

Our automated static check of SKILL.md flagged 1 warning(s): mentions a paste, webhook or tunnelling service often used to send data out. Read the flagged lines before installing; the check is not a guarantee either way. The check reads SKILL.md only: the scripts in the folder are not scanned, so read them before running anything.

What licence does Orchestrate use?

Orchestrate has a licence file (the repository's licence) that doesn't match a standard licence. Read it on GitHub before reusing the skill.

How many tokens does Orchestrate use?

About 9.2k tokens (SKILL.md is roughly 37k 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 Orchestrate?

Skills that share tags, products or a category with Orchestrate: Clean Vm (axeldelafosse/loop, 281 stars), Mori Agent Bridge (vaayne/mori, 303 stars), Kanvibe Release Deploy (rookedsysc/kanvibe, 143 stars) and Implement Next Task (rvdbreemen/OTGW-firmware, 207 stars). The comparison table on this page puts their stars, adoption, token cost, safety result and licence side by side.

Who maintains Orchestrate?

Elite588 (a GitHub user) maintains it in Elite588/AUTOGPT, which has 103 GitHub stars. The repository holds 8 skills in this directory. The repository was last updated on April 16, 2026.

Source: Elite588/AUTOGPT on GitHub. Facts on this page come from the repository at the commit we read; the author's words are quoted as theirs.

Orchestrate

Install Orchestrate

Facts

At a glance

What it does

When your agent uses it

Example prompts

Requirements

Workflow steps

What it can do on your machine

Tool permissions

Runs code

Network

Credentials

Context cost

Safety

SKILL.md

Files

Compare with similar skills

Similar skills

Clean Vm

Mori Agent Bridge

Kanvibe Release Deploy

Implement Next Task

Cleanup

Project Session Manager

More from Elite588/AUTOGPT

Open PR

PR Review

Setup Repo

Worktree

Write Frontend Tests

PR Address

Questions about Orchestrate

Install Orchestrate

Facts

At a glance

What it does

When your agent uses it

Example prompts

Requirements

Workflow steps

What it can do on your machine

Tool permissions

Runs code

Network

Credentials

Context cost

Safety

SKILL.md

Files

Compare with similar skills

Similar skills

More from Elite588/AUTOGPT

Related

Questions about Orchestrate