Name: ai-dispatch (aid)
Description: Multi-AI CLI team orchestrator that dispatches work to gemini, codex, opencode, cursor, kilo, ob1, and codebuff.
Homepage: https://aid.agent-tools.org
Version: 4.8.0

## Quick Start
1. Install Rust 1.85+ and the CLI agents (gemini, codex, opencode, cursor, kilo, ob1, codebuff, auto).
2. Run `cargo install --path .`, then `aid config agents` and `aid config skills`.
3. Optionally append `claude-prompt.md` to your CLAUDE.md and set `AID_HOME` for sandboxed runs.
4. Dispatch tasks with `aid run`, monitor with `aid watch`, inspect with `aid show`, and retry via `aid retry`.

## Commands
- run: Dispatch task to an agent with optional bg, verify, worktree, on-done, retry, context, and skill flags.
- batch: Run a TOML batch file with DAG dependency scheduling.
- watch: Follow live progress in text, quiet, or TUI mode.
- board: List tracked tasks with filters and zombie detection.
- show: Inspect task summary, diff, output, log, or AI explanation.
- usage: View task history usage plus configured budget windows.
- retry: Re-dispatch a failed task with feedback.
- respond: Send interactive input to a running background task.
- benchmark: Compare the same task across multiple agents.
- output: Show task output directly without additional metadata.
- ask: Quick research or exploration task.
- mcp: Start the stdio MCP server for Claude Code or other MCP clients.
- merge: Mark done tasks as merged or perform bulk workgroup merges.
- clean: Remove old tasks, orphaned worktrees, and logs.
- config: Inspect agent profiles, skills, pricing, and webhook settings.
- worktree: Manage worktree lifecycle (create/list/remove).
- group: Workgroup CRUD with shared context and constraints.
- init: Initialize default skills and templates for a fresh project.

## Agent Capability Matrix (0-10)
- gemini: Research=9, Simple Edit=2, Complex Impl=3, Frontend=2, Debugging=5, Testing=3, Refactoring=3, Documentation=6
- codex: Research=1, Simple Edit=4, Complex Impl=9, Frontend=4, Debugging=7, Testing=7, Refactoring=8, Documentation=3
- opencode: Research=1, Simple Edit=8, Complex Impl=3, Frontend=2, Debugging=4, Testing=4, Refactoring=4, Documentation=5
- kilo: Research=1, Simple Edit=7, Complex Impl=2, Frontend=2, Debugging=3, Testing=3, Refactoring=3, Documentation=4
- cursor: Research=2, Simple Edit=4, Complex Impl=7, Frontend=9, Debugging=5, Testing=5, Refactoring=6, Documentation=4
- ob1: Research=5, Simple Edit=3, Complex Impl=5, Frontend=3, Debugging=4, Testing=4, Refactoring=4, Documentation=3
- codebuff: Research=2, Simple Edit=5, Complex Impl=8, Frontend=7, Debugging=6, Testing=6, Refactoring=7, Documentation=4

## Installation
1. Install Rust 1.85 or later (Edition 2024).
2. Ensure the agent CLIs are on your PATH (gemini, codex, opencode, cursor, kilo, ob1, codebuff).
3. Run `cargo install --path .` and use `aid config agents` / `aid config skills`.

## MCP Integration
Start the server with `aid mcp` to expose MCP tools: aid_run, aid_board, aid_show, aid_retry, aid_usage, aid_ask.
Configure Claude Code by registering a stdio MCP server that runs `aid mcp` or `cargo run -- mcp`.
Once connected, call `aid_run`, `aid_board`, `aid_show`, `aid_retry`, `aid_usage`, and `aid_ask` directly.

## Documentation
Full docs: https://aid.agent-tools.org/llms-full.txt