NEW Browse AI tools across categories — updated daily. See what's new →
★ Featured Development

Spawn

Launch N parallel subagents in isolated git worktrees to compete on the session task.

Version1.0.0
LicenseMIT
Token count~798
UpdatedJun 4, 2026

Install

Quick install

via npx skills · works with 57+ agents
npx skills add https://github.com/alirezarezvani/claude-skills/tree/main/engineering/agenthub/skills/spawn
Or pick agent:
npx skills add alirezarezvani/claude-skills --skill spawn --agent claude-code
npx skills add alirezarezvani/claude-skills --skill spawn --agent cursor
npx skills add alirezarezvani/claude-skills --skill spawn --agent codex
npx skills add alirezarezvani/claude-skills --skill spawn --agent opencode
npx skills add alirezarezvani/claude-skills --skill spawn --agent github-copilot
npx skills add alirezarezvani/claude-skills --skill spawn --agent windsurf
More install options

Shorthand — useful for multi-skill repos:

npx skills add alirezarezvani/claude-skills --skill spawn

Manual — clone the repo and drop the folder into your agent's skills directory:

git clone https://github.com/alirezarezvani/claude-skills.git
cp -r claude-skills/engineering/agenthub/skills/spawn ~/.claude/skills/
How to use: Once installed, ask your agent to "use the spawn skill" or describe what you want (e.g. "Launch N parallel subagents in isolated git worktrees to compete on the session"). Requires Node.js 18+.

/hub:spawn — Launch Parallel Agents

Spawn N subagents that work on the same task in parallel, each in an isolated git worktree.

Usage

/hub:spawn                                    # Spawn agents for the latest session
/hub:spawn 20260317-143022                    # Spawn agents for a specific session
/hub:spawn --template optimizer               # Use optimizer template for dispatch prompts
/hub:spawn --template refactorer              # Use refactorer template

Templates

When --template <name> is provided, use the dispatch prompt from references/agent-templates.md instead of the default prompt below. Available templates:

| Template | Pattern | Use Case |
|----------|---------|----------|
| optimizer | Edit → eval → keep/discard → repeat x10 | Performance, latency, size reduction |
| refactorer | Restructure → test → iterate until green | Code quality, tech debt |
| test-writer | Write tests → measure coverage → repeat | Test coverage gaps |
| bug-fixer | Reproduce → diagnose → fix → verify | Bug fix with competing approaches |

When using a template, replace all {variables} with values from the session config. Assign each agent a different strategy appropriate to the template and task — diverse strategies maximize the value of parallel exploration.

What It Does

  1. Load session config from .agenthub/sessions/{session-id}/config.yaml
  2. For each agent 1..N:
  • Write task assignment to .agenthub/board/dispatch/
  • Build agent prompt with task, constraints, and board write instructions
  1. Launch ALL agents in a single message with multiple Agent tool calls:
Agent(
  prompt: "You are agent-{i} in hub session {session-id}.

Your task: {task}

Read your full assignment at .agenthub/board/dispatch/{seq}-agent-{i}.md

Instructions:
1. Work in your worktree — make changes, run tests, iterate
2. Commit all changes with descriptive messages
3. Write your result summary to .agenthub/board/results/agent-{i}-result.md
   Include: approach taken, files changed, metric if available, confidence level
4. Exit when done

Constraints:
- Do NOT read or modify other agents' work
- Do NOT access .agenthub/board/results/ for other agents
- Commit early and often with descriptive messages
- If you hit a dead end, commit what you have and explain in your result",
  isolation: "worktree"
)
  1. Update session state to running via:
python {skill_path}/scripts/session_manager.py --update {session-id} --state running

Critical Rules

  • All agents in ONE message — spawn all Agent tool calls simultaneously for true parallelism
  • isolation: "worktree" is mandatory — each agent needs its own filesystem
  • Never modify session config after spawn — agents rely on stable configuration
  • Each agent gets a unique board post — dispatch posts are numbered sequentially

After Spawn

Tell the user:


  • {N} agents launched in parallel

  • Each working in an isolated worktree

  • Monitor with /hub:status

  • Evaluate when done with /hub:eval

SKILL.md source

---
name: spawn
description: Launch N parallel subagents in isolated git worktrees to compete on the session task.
---

# /hub:spawn — Launch Parallel Agents

Spawn N subagents that work on the same task in parallel, each in an isolated git worktree.

## Usage

```
/hub:spawn                                    # Spawn agents for the latest session
/hub:spawn 20260317-143022                    # Spawn agents for a specific session
/hub:spawn --template optimizer               # Use optimizer template for dispatch prompts
/hub:spawn --template refactorer              # Use refactorer template
```

## Templates

When `--template <name>` is provided, use the dispatch prompt from `references/agent-templates.md` instead of the default prompt below. Available templates:

| Template | Pattern | Use Case |
|----------|---------|----------|
| `optimizer` | Edit → eval → keep/discard → repeat x10 | Performance, latency, size reduction |
| `refactorer` | Restructure → test → iterate until green | Code quality, tech debt |
| `test-writer` | Write tests → measure coverage → repeat | Test coverage gaps |
| `bug-fixer` | Reproduce → diagnose → fix → verify | Bug fix with competing approaches |

When using a template, replace all `{variables}` with values from the session config. Assign each agent a **different strategy** appropriate to the template and task — diverse strategies maximize the value of parallel exploration.

## What It Does

1. Load session config from `.agenthub/sessions/{session-id}/config.yaml`
2. For each agent 1..N:
   - Write task assignment to `.agenthub/board/dispatch/`
   - Build agent prompt with task, constraints, and board write instructions
3. Launch ALL agents in a **single message** with multiple Agent tool calls:

```
Agent(
  prompt: "You are agent-{i} in hub session {session-id}.

Your task: {task}

Read your full assignment at .agenthub/board/dispatch/{seq}-agent-{i}.md

Instructions:
1. Work in your worktree — make changes, run tests, iterate
2. Commit all changes with descriptive messages
3. Write your result summary to .agenthub/board/results/agent-{i}-result.md
   Include: approach taken, files changed, metric if available, confidence level
4. Exit when done

Constraints:
- Do NOT read or modify other agents' work
- Do NOT access .agenthub/board/results/ for other agents
- Commit early and often with descriptive messages
- If you hit a dead end, commit what you have and explain in your result",
  isolation: "worktree"
)
```

4. Update session state to `running` via:
```bash
python {skill_path}/scripts/session_manager.py --update {session-id} --state running
```

## Critical Rules

- **All agents in ONE message** — spawn all Agent tool calls simultaneously for true parallelism
- **isolation: "worktree"** is mandatory — each agent needs its own filesystem
- **Never modify session config** after spawn — agents rely on stable configuration
- **Each agent gets a unique board post** — dispatch posts are numbered sequentially

## After Spawn

Tell the user:
- {N} agents launched in parallel
- Each working in an isolated worktree
- Monitor with `/hub:status`
- Evaluate when done with `/hub:eval`

Related skills 6

caveman

★ Featured

Ultra-compressed communication mode. Cuts token usage ~75% by speaking like caveman while keeping full technical accuracy. Supports intensity levels: lite, full (default), ultra, wenyan-lite, wenyan-full, wenyan-ultra. Use when user says "caveman mode", "talk like caveman", "use caveman", "less tokens", "be brief", or invokes /caveman. Also auto-triggers when token efficiency is requested.

juliusbrussee 167k
Development

secure-linux-web-hosting

★ Featured

Use when setting up, hardening, or reviewing a cloud server for self-hosting, including DNS, SSH, firewalls, Nginx, static-site hosting, reverse-proxying an app, HTTPS with Let's Encrypt or ACME clients, safe HTTP-to-HTTPS redirects, or optional post-launch network tuning such as BBR.

xixu-me 155k
Development

readme-i18n

★ Featured

Use when the user wants to translate a repository README, make a repo multilingual, localize docs, add a language switcher, internationalize the README, or update localized README variants in a GitHub-style repository.

xixu-me 155k
Development

lark-shared

★ Featured

Use when first setting up lark-cli, running auth login, switching user/bot identity (--as), handling permission denied or scope errors, needing to update lark-cli, or seeing _notice in JSON output.

larksuite 155k
Development

improve-codebase-architecture

★ Featured

Find deepening opportunities in a codebase, informed by the domain language in CONTEXT.md and the decisions in docs/adr/. Use when the user wants to improve architecture, find refactoring opportunities, consolidate tightly-coupled modules, or make a codebase more testable and AI-navigable.

mattpocock 151k
Development

paper-context-resolver

★ Featured

Optional RigorPilot helper for README-first deep learning repo reproduction. Use only when the README and repository files leave a narrow reproduction-critical gap and the task is to resolve a specific paper detail such as dataset split, preprocessing, evaluation protocol, checkpoint mapping, or runtime assumption from primary paper sources while recording conflicts. Do not use for general paper summary, repo scanning, environment setup, command execution, title-only paper lookup, or replacin...

lllllllama 127k
Development