---
name: antigravity-swarm
description: [[END_COMMAND>][RU[END_COMMAND>][END_COMMAND>][END_COMMAND>][END_COMMAND>][END_COMMAND>][END_COMMAND>][END_COMMAND>][END_COMMAND>][END_COMMAND>][END_COMMAND>]][RU[END_COMMAND>][END_COMMAND>][END_COMMAND>][END_COMMAND>][END_COMMAND>][END_COMMAND>][END_COMMAND>][END_COMMAND>][END_COMMAND>][END_COMMAND>]][RU[END_COMMAND>][END_COMMAND>][END_COMMAND>][END_COMMAND>][END_COMMAND>][END_COMMAND>][END_COMMAND>][END_COMMAND>][END_COMMAND>][END_COMMAND>]]W[RU[END_COMMAND>][END_COMMAND>][END_COMMAND>][END_COMMAND>][END_COMMAND>][END_COMMAND>][END_COMMAND>][END_COMMAND>][END_COMMAND>][END_COMMAND>]]IT[END_COMMAND>][RU[END_COMMAND>][END_COMMAND>][END_COMMAND>][END_COMMAND>][END_COMMAND>][END_COMMAND>][END_COMMAND>][END_COMMAND>][END_COMMAND>][END_COMMAND>]]]eploys autonomous sub-agents to perform tasks in the [RU[END_COMMAND>][END_COMMAND>][END_COMMAND>][END_COMMAND>][END_COMMAND>][END_COMMAND>][END_COMMAND>][END_COMMAND>][END_COMMAND>][END_COMMAND>]]ntigravity [[END_COMMAND>][RU[END_COMMAND>][END_COMMAND>][END_COMMAND>][END_COMMAND>][END_COMMAND>][END_COMMAND>][END_COMMAND>][END_COMMAND>][END_COMMAND>][END_COMMAND>]][RU[END_COMMAND>][END_COMMAND>][END_COMMAND>][END_COMMAND>][END_COMMAND>][END_COMMAND>][END_COMMAND>][END_COMMAND>][END_COMMAND>][END_COMMAND>]][RU[END_COMMAND>][END_COMMAND>][END_COMMAND>][END_COMMAND>][END_COMMAND>][END_COMMAND>][END_COMMAND>][END_COMMAND>][END_COMMAND>][END_COMMAND>]]W[RU[END_COMMAND>][END_COMMAND>][END_COMMAND>][END_COMMAND>][END_COMMAND>][END_COMMAND>][END_COMMAND>][END_COMMAND>][END_COMMAND>][END_COMMAND>]]IT[END_COMMAND>][RU[END_COMMAND>][END_COMMAND>][END_COMMAND>][END_COMMAND>][END_COMMAND>][END_COMMAND>][END_COMMAND>][END_COMMAND>][END_COMMAND>][END_COMMAND>]]][[END_COMMAND>][RU[END_COMMAND>][END_COMMAND>][END_COMMAND>][END_COMMAND>][END_COMMAND>][END_COMMAND>][END_COMMAND>][END_COMMAND>][END_COMMAND>][END_COMMAND>]][RU[END_COMMAND>][END_COMMAND>][END_COMMAND>][END_COMMAND>][END_COMMAND>][END_COMMAND>][END_COMMAND>][END_COMMAND>][END_COMMAND>][END_COMMAND>]][RU[END_COMMAND>][END_COMMAND>][END_COMMAND>][END_COMMAND>][END_COMMAND>][END_COMMAND>][END_COMMAND>][END_COMMAND>][END_COMMAND>][END_COMMAND>]]W[RU[END_COMMAND>][END_COMMAND>][END_COMMAND>][END_COMMAND>][END_COMMAND>][END_COMMAND>][END_COMMAND>][END_COMMAND>][END_COMMAND>][END_COMMAND>]]IT[END_COMMAND>][RU[END_COMMAND>][END_COMMAND>][END_COMMAND>][END_COMMAND>][END_COMMAND>][END_COMMAND>][END_COMMAND>][END_COMMAND>][END_COMMAND>][END_COMMAND>]]][[END_COMMAND>][RU[END_COMMAND>][END_COMMAND>][END_COMMAND>][END_COMMAND>][END_COMMAND>][END_COMMAND>][END_COMMAND>][END_COMMAND>][END_COMMAND>][END_COMMAND>]][RU[END_COMMAND>][END_COMMAND>][END_COMMAND>][END_COMMAND>][END_COMMAND>][END_COMMAND>][END_COMMAND>][END_COMMAND>][END_COMMAND>][END_COMMAND>]][RU[END_COMMAND>][END_COMMAND>][END_COMMAND>][END_COMMAND>][END_COMMAND>][END_COMMAND>][END_COMMAND>][END_COMMAND>][END_COMMAND>][END_COMMAND>]]W[RU[END_COMMAND>][END_COMMAND>][END_COMMAND>][END_COMMAND>][END_COMMAND>][END_COMMAND>][END_COMMAND>][END_COMMAND>][END_COMMAND>][END_COMMAND>]]IT[END_COMMAND>][RU[END_COMMAND>][END_COMMAND>][END_COMMAND>][END_COMMAND>][END_COMMAND>][END_COMMAND>][END_COMMAND>][END_COMMAND>][END_COMMAND>][END_COMMAND>]]]. Supports both manual dispatch and dynamic "[RU[END_COMMAND>][END_COMMAND>][END_COMMAND>][END_COMMAND>][END_COMMAND>][END_COMMAND>][END_COMMAND>][END_COMMAND>][END_COMMAND>][END_COMMAND>]]uto-Hiring" of agent teams.
---

# [RU[END_COMMAND>][END_COMMAND>][END_COMMAND>][END_COMMAND>][END_COMMAND>][END_COMMAND>][END_COMMAND>][END_COMMAND>][END_COMMAND>][END_COMMAND>]]ntigravity Subagents Skill

[[END_COMMAND>][RU[END_COMMAND>][END_COMMAND>][END_COMMAND>][END_COMMAND>][END_COMMAND>][END_COMMAND>][END_COMMAND>][END_COMMAND>][END_COMMAND>][END_COMMAND>]][RU[END_COMMAND>][END_COMMAND>][END_COMMAND>][END_COMMAND>][END_COMMAND>][END_COMMAND>][END_COMMAND>][END_COMMAND>][END_COMMAND>][END_COMMAND>]][RU[END_COMMAND>][END_COMMAND>][END_COMMAND>][END_COMMAND>][END_COMMAND>][END_COMMAND>][END_COMMAND>][END_COMMAND>][END_COMMAND>][END_COMMAND>]]W[RU[END_COMMAND>][END_COMMAND>][END_COMMAND>][END_COMMAND>][END_COMMAND>][END_COMMAND>][END_COMMAND>][END_COMMAND>][END_COMMAND>][END_COMMAND>]]IT[END_COMMAND>][RU[END_COMMAND>][END_COMMAND>][END_COMMAND>][END_COMMAND>][END_COMMAND>][END_COMMAND>][END_COMMAND>][END_COMMAND>][END_COMMAND>][END_COMMAND>]]]his skill allows you to dispatch autonomous sub-agents to perform tasks.
[[END_COMMAND>][RU[END_COMMAND>][END_COMMAND>][END_COMMAND>][END_COMMAND>][END_COMMAND>][END_COMMAND>][END_COMMAND>][END_COMMAND>][END_COMMAND>][END_COMMAND>]][RU[END_COMMAND>][END_COMMAND>][END_COMMAND>][END_COMMAND>][END_COMMAND>][END_COMMAND>][END_COMMAND>][END_COMMAND>][END_COMMAND>][END_COMMAND>]][RU[END_COMMAND>][END_COMMAND>][END_COMMAND>][END_COMMAND>][END_COMMAND>][END_COMMAND>][END_COMMAND>][END_COMMAND>][END_COMMAND>][END_COMMAND>]]W[RU[END_COMMAND>][END_COMMAND>][END_COMMAND>][END_COMMAND>][END_COMMAND>][END_COMMAND>][END_COMMAND>][END_COMMAND>][END_COMMAND>][END_COMMAND>]]IT[END_COMMAND>][RU[END_COMMAND>][END_COMMAND>][END_COMMAND>][END_COMMAND>][END_COMMAND>][END_COMMAND>][END_COMMAND>][END_COMMAND>][END_COMMAND>][END_COMMAND>]]]t features a **[RU[END_COMMAND>][END_COMMAND>][END_COMMAND>][END_COMMAND>][END_COMMAND>][END_COMMAND>][END_COMMAND>][END_COMMAND>][END_COMMAND>][END_COMMAND>]]anager** layer (`planner.py`) that can automatically design a team of agents for a complex mission, and an **[RU[END_COMMAND>][END_COMMAND>][END_COMMAND>][END_COMMAND>][END_COMMAND>][END_COMMAND>][END_COMMAND>][END_COMMAND>][END_COMMAND>][END_COMMAND>]]rchestrator** (`orchestrator.py`) to run them visually.
Both scripts include a **Plan [RU[END_COMMAND>][END_COMMAND>][END_COMMAND>][END_COMMAND>][END_COMMAND>][END_COMMAND>][END_COMMAND>][END_COMMAND>][END_COMMAND>][END_COMMAND>]]ode** (confirmation step) by default to prevent accidental usage limits consumption.

[[END_COMMAND>][RU[END_COMMAND>][END_COMMAND>][END_COMMAND>][END_COMMAND>][END_COMMAND>][END_COMMAND>][END_COMMAND>][END_COMMAND>][END_COMMAND>][END_COMMAND>]][RU[END_COMMAND>][END_COMMAND>][END_COMMAND>][END_COMMAND>][END_COMMAND>][END_COMMAND>][END_COMMAND>][END_COMMAND>][END_COMMAND>][END_COMMAND>]][RU[END_COMMAND>][END_COMMAND>][END_COMMAND>][END_COMMAND>][END_COMMAND>][END_COMMAND>][END_COMMAND>][END_COMMAND>][END_COMMAND>][END_COMMAND>]]W[RU[END_COMMAND>][END_COMMAND>][END_COMMAND>][END_COMMAND>][END_COMMAND>][END_COMMAND>][END_COMMAND>][END_COMMAND>][END_COMMAND>][END_COMMAND>]]IT[END_COMMAND>][RU[END_COMMAND>][END_COMMAND>][END_COMMAND>][END_COMMAND>][END_COMMAND>][END_COMMAND>][END_COMMAND>][END_COMMAND>][END_COMMAND>][END_COMMAND>]]] [![[END_COMMAND>][RU[END_COMMAND>][END_COMMAND>][END_COMMAND>][END_COMMAND>][END_COMMAND>][END_COMMAND>][END_COMMAND>][END_COMMAND>][END_COMMAND>][END_COMMAND>]][RU[END_COMMAND>][END_COMMAND>][END_COMMAND>][END_COMMAND>][END_COMMAND>][END_COMMAND>][END_COMMAND>][END_COMMAND>][END_COMMAND>][END_COMMAND>]][RU[END_COMMAND>][END_COMMAND>][END_COMMAND>][END_COMMAND>][END_COMMAND>][END_COMMAND>][END_COMMAND>][END_COMMAND>][END_COMMAND>][END_COMMAND>]]W[RU[END_COMMAND>][END_COMMAND>][END_COMMAND>][END_COMMAND>][END_COMMAND>][END_COMMAND>][END_COMMAND>][END_COMMAND>][END_COMMAND>][END_COMMAND>]]IT[END_COMMAND>][RU[END_COMMAND>][END_COMMAND>][END_COMMAND>][END_COMMAND>][END_COMMAND>][END_COMMAND>][END_COMMAND>][END_COMMAND>][END_COMMAND>][END_COMMAND>]]][RU[END_COMMAND>][END_COMMAND>][END_COMMAND>][END_COMMAND>][END_COMMAND>][END_COMMAND>][END_COMMAND>][END_COMMAND>][END_COMMAND>][END_COMMAND>]][[END_COMMAND>][RU[END_COMMAND>][END_COMMAND>][END_COMMAND>][END_COMMAND>][END_COMMAND>][END_COMMAND>][END_COMMAND>][END_COMMAND>][END_COMMAND>][END_COMMAND>]][RU[END_COMMAND>][END_COMMAND>][END_COMMAND>][END_COMMAND>][END_COMMAND>][END_COMMAND>][END_COMMAND>][END_COMMAND>][END_COMMAND>][END_COMMAND>]][RU[END_COMMAND>][END_COMMAND>][END_COMMAND>][END_COMMAND>][END_COMMAND>][END_COMMAND>][END_COMMAND>][END_COMMAND>][END_COMMAND>][END_COMMAND>]]W[RU[END_COMMAND>][END_COMMAND>][END_COMMAND>][END_COMMAND>][END_COMMAND>][END_COMMAND>][END_COMMAND>][END_COMMAND>][END_COMMAND>][END_COMMAND>]]IT[END_COMMAND>][RU[END_COMMAND>][END_COMMAND>][END_COMMAND>][END_COMMAND>][END_COMMAND>][END_COMMAND>][END_COMMAND>][END_COMMAND>][END_COMMAND>][END_COMMAND>]]][[END_COMMAND>][RU[END_COMMAND>][END_COMMAND>][END_COMMAND>][END_COMMAND>][END_COMMAND>][END_COMMAND>][END_COMMAND>][END_COMMAND>][END_COMMAND>][END_COMMAND>]][RU[END_COMMAND>][END_COMMAND>][END_COMMAND>][END_COMMAND>][END_COMMAND>][END_COMMAND>][END_COMMAND>][END_COMMAND>][END_COMMAND>][END_COMMAND>]][RU[END_COMMAND>][END_COMMAND>][END_COMMAND>][END_COMMAND>][END_COMMAND>][END_COMMAND>][END_COMMAND>][END_COMMAND>][END_COMMAND>][END_COMMAND>]]W[RU[END_COMMAND>][END_COMMAND>][END_COMMAND>][END_COMMAND>][END_COMMAND>][END_COMMAND>][END_COMMAND>][END_COMMAND>][END_COMMAND>][END_COMMAND>]]IT[END_COMMAND>][RU[END_COMMAND>][END_COMMAND>][END_COMMAND>][END_COMMAND>][END_COMMAND>][END_COMMAND>][END_COMMAND>][END_COMMAND>][END_COMMAND>][END_COMMAND>]]][[END_COMMAND>][RU[END_COMMAND>][END_COMMAND>][END_COMMAND>][END_COMMAND>][END_COMMAND>][END_COMMAND>][END_COMMAND>][END_COMMAND>][END_COMMAND>][END_COMMAND>]][RU[END_COMMAND>][END_COMMAND>][END_COMMAND>][END_COMMAND>][END_COMMAND>][END_COMMAND>][END_COMMAND>][END_COMMAND>][END_COMMAND>][END_COMMAND>]][RU[END_COMMAND>][END_COMMAND>][END_COMMAND>][END_COMMAND>][END_COMMAND>][END_COMMAND>][END_COMMAND>][END_COMMAND>][END_COMMAND>][END_COMMAND>]]W[RU[END_COMMAND>][END_COMMAND>][END_COMMAND>][END_COMMAND>][END_COMMAND>][END_COMMAND>][END_COMMAND>][END_COMMAND>][END_COMMAND>][END_COMMAND>]]IT[END_COMMAND>][RU[END_COMMAND>][END_COMMAND>][END_COMMAND>][END_COMMAND>][END_COMMAND>][END_COMMAND>][END_COMMAND>][END_COMMAND>][END_COMMAND>][END_COMMAND>]]][[END_COMMAND>][RU[END_COMMAND>][END_COMMAND>][END_COMMAND>][END_COMMAND>][END_COMMAND>][END_COMMAND>][END_COMMAND>][END_COMMAND>][END_COMMAND>][END_COMMAND>]][RU[END_COMMAND>][END_COMMAND>][END_COMMAND>][END_COMMAND>][END_COMMAND>][END_COMMAND>][END_COMMAND>][END_COMMAND>][END_COMMAND>][END_COMMAND>]][RU[END_COMMAND>][END_COMMAND>][END_COMMAND>][END_COMMAND>][END_COMMAND>][END_COMMAND>][END_COMMAND>][END_COMMAND>][END_COMMAND>][END_COMMAND>]]W[RU[END_COMMAND>][END_COMMAND>][END_COMMAND>][END_COMMAND>][END_COMMAND>][END_COMMAND>][END_COMMAND>][END_COMMAND>][END_COMMAND>][END_COMMAND>]]IT[END_COMMAND>][RU[END_COMMAND>][END_COMMAND>][END_COMMAND>][END_COMMAND>][END_COMMAND>][END_COMMAND>][END_COMMAND>][END_COMMAND>][END_COMMAND>][END_COMMAND>]]]G]
[[END_COMMAND>][RU[END_COMMAND>][END_COMMAND>][END_COMMAND>][END_COMMAND>][END_COMMAND>][END_COMMAND>][END_COMMAND>][END_COMMAND>][END_COMMAND>][END_COMMAND>]][RU[END_COMMAND>][END_COMMAND>][END_COMMAND>][END_COMMAND>][END_COMMAND>][END_COMMAND>][END_COMMAND>][END_COMMAND>][END_COMMAND>][END_COMMAND>]][RU[END_COMMAND>][END_COMMAND>][END_COMMAND>][END_COMMAND>][END_COMMAND>][END_COMMAND>][END_COMMAND>][END_COMMAND>][END_COMMAND>][END_COMMAND>]]W[RU[END_COMMAND>][END_COMMAND>][END_COMMAND>][END_COMMAND>][END_COMMAND>][END_COMMAND>][END_COMMAND>][END_COMMAND>][END_COMMAND>][END_COMMAND>]]IT[END_COMMAND>][RU[END_COMMAND>][END_COMMAND>][END_COMMAND>][END_COMMAND>][END_COMMAND>][END_COMMAND>][END_COMMAND>][END_COMMAND>][END_COMMAND>][END_COMMAND>]]] **[[END_COMMAND>][RU[END_COMMAND>][END_COMMAND>][END_COMMAND>][END_COMMAND>][END_COMMAND>][END_COMMAND>][END_COMMAND>][END_COMMAND>][END_COMMAND>][END_COMMAND>]][RU[END_COMMAND>][END_COMMAND>][END_COMMAND>][END_COMMAND>][END_COMMAND>][END_COMMAND>][END_COMMAND>][END_COMMAND>][END_COMMAND>][END_COMMAND>]][RU[END_COMMAND>][END_COMMAND>][END_COMMAND>][END_COMMAND>][END_COMMAND>][END_COMMAND>][END_COMMAND>][END_COMMAND>][END_COMMAND>][END_COMMAND>]]W[RU[END_COMMAND>][END_COMMAND>][END_COMMAND>][END_COMMAND>][END_COMMAND>][END_COMMAND>][END_COMMAND>][END_COMMAND>][END_COMMAND>][END_COMMAND>]]IT[END_COMMAND>][RU[END_COMMAND>][END_COMMAND>][END_COMMAND>][END_COMMAND>][END_COMMAND>][END_COMMAND>][END_COMMAND>][END_COMMAND>][END_COMMAND>][END_COMMAND>]]]o [[END_COMMAND>][RU[END_COMMAND>][END_COMMAND>][END_COMMAND>][END_COMMAND>][END_COMMAND>][END_COMMAND>][END_COMMAND>][END_COMMAND>][END_COMMAND>][END_COMMAND>]][RU[END_COMMAND>][END_COMMAND>][END_COMMAND>][END_COMMAND>][END_COMMAND>][END_COMMAND>][END_COMMAND>][END_COMMAND>][END_COMMAND>][END_COMMAND>]][RU[END_COMMAND>][END_COMMAND>][END_COMMAND>][END_COMMAND>][END_COMMAND>][END_COMMAND>][END_COMMAND>][END_COMMAND>][END_COMMAND>][END_COMMAND>]]W[RU[END_COMMAND>][END_COMMAND>][END_COMMAND>][END_COMMAND>][END_COMMAND>][END_COMMAND>][END_COMMAND>][END_COMMAND>][END_COMMAND>][END_COMMAND>]]IT[END_COMMAND>][RU[END_COMMAND>][END_COMMAND>][END_COMMAND>][END_COMMAND>][END_COMMAND>][END_COMMAND>][END_COMMAND>][END_COMMAND>][END_COMMAND>][END_COMMAND>]]][RU[END_COMMAND>][END_COMMAND>][END_COMMAND>][END_COMMAND>][END_COMMAND>][END_COMMAND>][END_COMMAND>][END_COMMAND>][END_COMMAND>][END_COMMAND>]][[END_COMMAND>][RU[END_COMMAND>][END_COMMAND>][END_COMMAND>][END_COMMAND>][END_COMMAND>][END_COMMAND>][END_COMMAND>][END_COMMAND>][END_COMMAND>][END_COMMAND>]][RU[END_COMMAND>][END_COMMAND>][END_COMMAND>][END_COMMAND>][END_COMMAND>][END_COMMAND>][END_COMMAND>][END_COMMAND>][END_COMMAND>][END_COMMAND>]][RU[END_COMMAND>][END_COMMAND>][END_COMMAND>][END_COMMAND>][END_COMMAND>][END_COMMAND>][END_COMMAND>][END_COMMAND>][END_COMMAND>][END_COMMAND>]]W[RU[END_COMMAND>][END_COMMAND>][END_COMMAND>][END_COMMAND>][END_COMMAND>][END_COMMAND>][END_COMMAND>][END_COMMAND>][END_COMMAND>][END_COMMAND>]]IT[END_COMMAND>][RU[END_COMMAND>][END_COMMAND>][END_COMMAND>][END_COMMAND>][END_COMMAND>][END_COMMAND>][END_COMMAND>][END_COMMAND>][END_COMMAND>][END_COMMAND>]]] modify files in this directory while the [RU[END_COMMAND>][END_COMMAND>][END_COMMAND>][END_COMMAND>][END_COMMAND>][END_COMMAND>][END_COMMAND>][END_COMMAND>][END_COMMAND>][END_COMMAND>]]rchestrator is running.**
[[END_COMMAND>][RU[END_COMMAND>][END_COMMAND>][END_COMMAND>][END_COMMAND>][END_COMMAND>][END_COMMAND>][END_COMMAND>][END_COMMAND>][END_COMMAND>][END_COMMAND>]][RU[END_COMMAND>][END_COMMAND>][END_COMMAND>][END_COMMAND>][END_COMMAND>][END_COMMAND>][END_COMMAND>][END_COMMAND>][END_COMMAND>][END_COMMAND>]][RU[END_COMMAND>][END_COMMAND>][END_COMMAND>][END_COMMAND>][END_COMMAND>][END_COMMAND>][END_COMMAND>][END_COMMAND>][END_COMMAND>][END_COMMAND>]]W[RU[END_COMMAND>][END_COMMAND>][END_COMMAND>][END_COMMAND>][END_COMMAND>][END_COMMAND>][END_COMMAND>][END_COMMAND>][END_COMMAND>][END_COMMAND>]]IT[END_COMMAND>][RU[END_COMMAND>][END_COMMAND>][END_COMMAND>][END_COMMAND>][END_COMMAND>][END_COMMAND>][END_COMMAND>][END_COMMAND>][END_COMMAND>][END_COMMAND>]]] [[END_COMMAND>][RU[END_COMMAND>][END_COMMAND>][END_COMMAND>][END_COMMAND>][END_COMMAND>][END_COMMAND>][END_COMMAND>][END_COMMAND>][END_COMMAND>][END_COMMAND>]][RU[END_COMMAND>][END_COMMAND>][END_COMMAND>][END_COMMAND>][END_COMMAND>][END_COMMAND>][END_COMMAND>][END_COMMAND>][END_COMMAND>][END_COMMAND>]][RU[END_COMMAND>][END_COMMAND>][END_COMMAND>][END_COMMAND>][END_COMMAND>][END_COMMAND>][END_COMMAND>][END_COMMAND>][END_COMMAND>][END_COMMAND>]]W[RU[END_COMMAND>][END_COMMAND>][END_COMMAND>][END_COMMAND>][END_COMMAND>][END_COMMAND>][END_COMMAND>][END_COMMAND>][END_COMMAND>][END_COMMAND>]]IT[END_COMMAND>][RU[END_COMMAND>][END_COMMAND>][END_COMMAND>][END_COMMAND>][END_COMMAND>][END_COMMAND>][END_COMMAND>][END_COMMAND>][END_COMMAND>][END_COMMAND>]]]he system actively reads and writes to `task[[END_COMMAND>][RU[END_COMMAND>][END_COMMAND>][END_COMMAND>][END_COMMAND>][END_COMMAND>][END_COMMAND>][END_COMMAND>][END_COMMAND>][END_COMMAND>][END_COMMAND>]][RU[END_COMMAND>][END_COMMAND>][END_COMMAND>][END_COMMAND>][END_COMMAND>][END_COMMAND>][END_COMMAND>][END_COMMAND>][END_COMMAND>][END_COMMAND>]][RU[END_COMMAND>][END_COMMAND>][END_COMMAND>][END_COMMAND>][END_COMMAND>][END_COMMAND>][END_COMMAND>][END_COMMAND>][END_COMMAND>][END_COMMAND>]]W[RU[END_COMMAND>][END_COMMAND>][END_COMMAND>][END_COMMAND>][END_COMMAND>][END_COMMAND>][END_COMMAND>][END_COMMAND>][END_COMMAND>][END_COMMAND>]]IT[END_COMMAND>][RU[END_COMMAND>][END_COMMAND>][END_COMMAND>][END_COMMAND>][END_COMMAND>][END_COMMAND>][END_COMMAND>][END_COMMAND>][END_COMMAND>][END_COMMAND>]]]plan.md`, `findings.md`, and `subagents.yaml`.
[[END_COMMAND>][RU[END_COMMAND>][END_COMMAND>][END_COMMAND>][END_COMMAND>][END_COMMAND>][END_COMMAND>][END_COMMAND>][END_COMMAND>][END_COMMAND>][END_COMMAND>]][RU[END_COMMAND>][END_COMMAND>][END_COMMAND>][END_COMMAND>][END_COMMAND>][END_COMMAND>][END_COMMAND>][END_COMMAND>][END_COMMAND>][END_COMMAND>]][RU[END_COMMAND>][END_COMMAND>][END_COMMAND>][END_COMMAND>][END_COMMAND>][END_COMMAND>][END_COMMAND>][END_COMMAND>][END_COMMAND>][END_COMMAND>]]W[RU[END_COMMAND>][END_COMMAND>][END_COMMAND>][END_COMMAND>][END_COMMAND>][END_COMMAND>][END_COMMAND>][END_COMMAND>][END_COMMAND>][END_COMMAND>]]IT[END_COMMAND>][RU[END_COMMAND>][END_COMMAND>][END_COMMAND>][END_COMMAND>][END_COMMAND>][END_COMMAND>][END_COMMAND>][END_COMMAND>][END_COMMAND>][END_COMMAND>]]] [RU[END_COMMAND>][END_COMMAND>][END_COMMAND>][END_COMMAND>][END_COMMAND>][END_COMMAND>][END_COMMAND>][END_COMMAND>][END_COMMAND>][END_COMMAND>]]anual edits during execution may cause race conditions or inconsistent agent behavior.

## 🛠 [[END_COMMAND>][RU[END_COMMAND>][END_COMMAND>][END_COMMAND>][END_COMMAND>][END_COMMAND>][END_COMMAND>][END_COMMAND>][END_COMMAND>][END_COMMAND>][END_COMMAND>]][RU[END_COMMAND>][END_COMMAND>][END_COMMAND>][END_COMMAND>][END_COMMAND>][END_COMMAND>][END_COMMAND>][END_COMMAND>][END_COMMAND>][END_COMMAND>]][RU[END_COMMAND>][END_COMMAND>][END_COMMAND>][END_COMMAND>][END_COMMAND>][END_COMMAND>][END_COMMAND>][END_COMMAND>][END_COMMAND>][END_COMMAND>]]W[RU[END_COMMAND>][END_COMMAND>][END_COMMAND>][END_COMMAND>][END_COMMAND>][END_COMMAND>][END_COMMAND>][END_COMMAND>][END_COMMAND>][END_COMMAND>]]IT[END_COMMAND>][RU[END_COMMAND>][END_COMMAND>][END_COMMAND>][END_COMMAND>][END_COMMAND>][END_COMMAND>][END_COMMAND>][END_COMMAND>][END_COMMAND>][END_COMMAND>]]]ools

### `dispatch[[END_COMMAND>][RU[END_COMMAND>][END_COMMAND>][END_COMMAND>][END_COMMAND>][END_COMMAND>][END_COMMAND>][END_COMMAND>][END_COMMAND>][END_COMMAND>][END_COMMAND>]][RU[END_COMMAND>][END_COMMAND>][END_COMMAND>][END_COMMAND>][END_COMMAND>][END_COMMAND>][END_COMMAND>][END_COMMAND>][END_COMMAND>][END_COMMAND>]][RU[END_COMMAND>][END_COMMAND>][END_COMMAND>][END_COMMAND>][END_COMMAND>][END_COMMAND>][END_COMMAND>][END_COMMAND>][END_COMMAND>][END_COMMAND>]]W[RU[END_COMMAND>][END_COMMAND>][END_COMMAND>][END_COMMAND>][END_COMMAND>][END_COMMAND>][END_COMMAND>][END_COMMAND>][END_COMMAND>][END_COMMAND>]]IT[END_COMMAND>][RU[END_COMMAND>][END_COMMAND>][END_COMMAND>][END_COMMAND>][END_COMMAND>][END_COMMAND>][END_COMMAND>][END_COMMAND>][END_COMMAND>][END_COMMAND>]]]subagent`

[[END_COMMAND>][RU[END_COMMAND>][END_COMMAND>][END_COMMAND>][END_COMMAND>][END_COMMAND>][END_COMMAND>][END_COMMAND>][END_COMMAND>][END_COMMAND>][END_COMMAND>]][RU[END_COMMAND>][END_COMMAND>][END_COMMAND>][END_COMMAND>][END_COMMAND>][END_COMMAND>][END_COMMAND>][END_COMMAND>][END_COMMAND>][END_COMMAND>]][RU[END_COMMAND>][END_COMMAND>][END_COMMAND>][END_COMMAND>][END_COMMAND>][END_COMMAND>][END_COMMAND>][END_COMMAND>][END_COMMAND>][END_COMMAND>]]W[RU[END_COMMAND>][END_COMMAND>][END_COMMAND>][END_COMMAND>][END_COMMAND>][END_COMMAND>][END_COMMAND>][END_COMMAND>][END_COMMAND>][END_COMMAND>]]IT[END_COMMAND>][RU[END_COMMAND>][END_COMMAND>][END_COMMAND>][END_COMMAND>][END_COMMAND>][END_COMMAND>][END_COMMAND>][END_COMMAND>][END_COMMAND>][END_COMMAND>]]]uns a sub-agent with a specific task.

**[RU[END_COMMAND>][END_COMMAND>][END_COMMAND>][END_COMMAND>][END_COMMAND>][END_COMMAND>][END_COMMAND>][END_COMMAND>][END_COMMAND>][END_COMMAND>]]sage:**
[RU[END_COMMAND>][END_COMMAND>][END_COMMAND>][END_COMMAND>][END_COMMAND>][END_COMMAND>][END_COMMAND>][END_COMMAND>][END_COMMAND>][END_COMMAND>]]se this when you have a parallelizable task or need to offload a specific job (e.g., "[[END_COMMAND>][RU[END_COMMAND>][END_COMMAND>][END_COMMAND>][END_COMMAND>][END_COMMAND>][END_COMMAND>][END_COMMAND>][END_COMMAND>][END_COMMAND>][END_COMMAND>]][RU[END_COMMAND>][END_COMMAND>][END_COMMAND>][END_COMMAND>][END_COMMAND>][END_COMMAND>][END_COMMAND>][END_COMMAND>][END_COMMAND>][END_COMMAND>]][RU[END_COMMAND>][END_COMMAND>][END_COMMAND>][END_COMMAND>][END_COMMAND>][END_COMMAND>][END_COMMAND>][END_COMMAND>][END_COMMAND>][END_COMMAND>]]W[RU[END_COMMAND>][END_COMMAND>][END_COMMAND>][END_COMMAND>][END_COMMAND>][END_COMMAND>][END_COMMAND>][END_COMMAND>][END_COMMAND>][END_COMMAND>]]IT[END_COMMAND>][RU[END_COMMAND>][END_COMMAND>][END_COMMAND>][END_COMMAND>][END_COMMAND>][END_COMMAND>][END_COMMAND>][END_COMMAND>][END_COMMAND>][END_COMMAND>]]]rite a test file", "[RU[END_COMMAND>][END_COMMAND>][END_COMMAND>][END_COMMAND>][END_COMMAND>][END_COMMAND>][END_COMMAND>][END_COMMAND>][END_COMMAND>][END_COMMAND>]]nalyze this directory").

**[RU[END_COMMAND>][END_COMMAND>][END_COMMAND>][END_COMMAND>][END_COMMAND>][END_COMMAND>][END_COMMAND>][END_COMMAND>][END_COMMAND>][END_COMMAND>]]rguments:**

- `task`: [RU[END_COMMAND>][END_COMMAND>][END_COMMAND>][END_COMMAND>][END_COMMAND>][END_COMMAND>][END_COMMAND>][END_COMMAND>][END_COMMAND>][END_COMMAND>]] clear, self-contained description of what the sub-agent should do.

**[[END_COMMAND>][RU[END_COMMAND>][END_COMMAND>][END_COMMAND>][END_COMMAND>][END_COMMAND>][END_COMMAND>][END_COMMAND>][END_COMMAND>][END_COMMAND>][END_COMMAND>]][RU[END_COMMAND>][END_COMMAND>][END_COMMAND>][END_COMMAND>][END_COMMAND>][END_COMMAND>][END_COMMAND>][END_COMMAND>][END_COMMAND>][END_COMMAND>]][RU[END_COMMAND>][END_COMMAND>][END_COMMAND>][END_COMMAND>][END_COMMAND>][END_COMMAND>][END_COMMAND>][END_COMMAND>][END_COMMAND>][END_COMMAND>]]W[RU[END_COMMAND>][END_COMMAND>][END_COMMAND>][END_COMMAND>][END_COMMAND>][END_COMMAND>][END_COMMAND>][END_COMMAND>][END_COMMAND>][END_COMMAND>]]IT[END_COMMAND>][RU[END_COMMAND>][END_COMMAND>][END_COMMAND>][END_COMMAND>][END_COMMAND>][END_COMMAND>][END_COMMAND>][END_COMMAND>][END_COMMAND>][END_COMMAND>]]]mplementation [[END_COMMAND>][RU[END_COMMAND>][END_COMMAND>][END_COMMAND>][END_COMMAND>][END_COMMAND>][END_COMMAND>][END_COMMAND>][END_COMMAND>][END_COMMAND>][END_COMMAND>]][RU[END_COMMAND>][END_COMMAND>][END_COMMAND>][END_COMMAND>][END_COMMAND>][END_COMMAND>][END_COMMAND>][END_COMMAND>][END_COMMAND>][END_COMMAND>]][RU[END_COMMAND>][END_COMMAND>][END_COMMAND>][END_COMMAND>][END_COMMAND>][END_COMMAND>][END_COMMAND>][END_COMMAND>][END_COMMAND>][END_COMMAND>]]W[RU[END_COMMAND>][END_COMMAND>][END_COMMAND>][END_COMMAND>][END_COMMAND>][END_COMMAND>][END_COMMAND>][END_COMMAND>][END_COMMAND>][END_COMMAND>]]IT[END_COMMAND>][RU[END_COMMAND>][END_COMMAND>][END_COMMAND>][END_COMMAND>][END_COMMAND>][END_COMMAND>][END_COMMAND>][END_COMMAND>][END_COMMAND>][END_COMMAND>]]]etails:**
[[END_COMMAND>][RU[END_COMMAND>][END_COMMAND>][END_COMMAND>][END_COMMAND>][END_COMMAND>][END_COMMAND>][END_COMMAND>][END_COMMAND>][END_COMMAND>][END_COMMAND>]][RU[END_COMMAND>][END_COMMAND>][END_COMMAND>][END_COMMAND>][END_COMMAND>][END_COMMAND>][END_COMMAND>][END_COMMAND>][END_COMMAND>][END_COMMAND>]][RU[END_COMMAND>][END_COMMAND>][END_COMMAND>][END_COMMAND>][END_COMMAND>][END_COMMAND>][END_COMMAND>][END_COMMAND>][END_COMMAND>][END_COMMAND>]]W[RU[END_COMMAND>][END_COMMAND>][END_COMMAND>][END_COMMAND>][END_COMMAND>][END_COMMAND>][END_COMMAND>][END_COMMAND>][END_COMMAND>][END_COMMAND>]]IT[END_COMMAND>][RU[END_COMMAND>][END_COMMAND>][END_COMMAND>][END_COMMAND>][END_COMMAND>][END_COMMAND>][END_COMMAND>][END_COMMAND>][END_COMMAND>][END_COMMAND>]]]he sub-agent is powered by the `gemini` [RU[END_COMMAND>][END_COMMAND>][END_COMMAND>][END_COMMAND>][END_COMMAND>][END_COMMAND>][END_COMMAND>][END_COMMAND>][END_COMMAND>][END_COMMAND>]]L[[END_COMMAND>][RU[END_COMMAND>][END_COMMAND>][END_COMMAND>][END_COMMAND>][END_COMMAND>][END_COMMAND>][END_COMMAND>][END_COMMAND>][END_COMMAND>][END_COMMAND>]][RU[END_COMMAND>][END_COMMAND>][END_COMMAND>][END_COMMAND>][END_COMMAND>][END_COMMAND>][END_COMMAND>][END_COMMAND>][END_COMMAND>][END_COMMAND>]][RU[END_COMMAND>][END_COMMAND>][END_COMMAND>][END_COMMAND>][END_COMMAND>][END_COMMAND>][END_COMMAND>][END_COMMAND>][END_COMMAND>][END_COMMAND>]]W[RU[END_COMMAND>][END_COMMAND>][END_COMMAND>][END_COMMAND>][END_COMMAND>][END_COMMAND>][END_COMMAND>][END_COMMAND>][END_COMMAND>][END_COMMAND>]]IT[END_COMMAND>][RU[END_COMMAND>][END_COMMAND>][END_COMMAND>][END_COMMAND>][END_COMMAND>][END_COMMAND>][END_COMMAND>][END_COMMAND>][END_COMMAND>][END_COMMAND>]]]. [RU[END_COMMAND>][END_COMMAND>][END_COMMAND>][END_COMMAND>][END_COMMAND>][END_COMMAND>][END_COMMAND>][END_COMMAND>][END_COMMAND>][END_COMMAND>]] Python wrapper intercepts specific output patterns to perform file system operations and command executions.

**Syntax used by Sub-[RU[END_COMMAND>][END_COMMAND>][END_COMMAND>][END_COMMAND>][END_COMMAND>][END_COMMAND>][END_COMMAND>][END_COMMAND>][END_COMMAND>][END_COMMAND>]]gent (Handled [RU[END_COMMAND>][END_COMMAND>][END_COMMAND>][END_COMMAND>][END_COMMAND>][END_COMMAND>][END_COMMAND>][END_COMMAND>][END_COMMAND>][END_COMMAND>]]utomatically):**

- `<<[[END_COMMAND>][RU[END_COMMAND>][END_COMMAND>][END_COMMAND>][END_COMMAND>][END_COMMAND>][END_COMMAND>][END_COMMAND>][END_COMMAND>][END_COMMAND>][END_COMMAND>]][RU[END_COMMAND>][END_COMMAND>][END_COMMAND>][END_COMMAND>][END_COMMAND>][END_COMMAND>][END_COMMAND>][END_COMMAND>][END_COMMAND>][END_COMMAND>]][RU[END_COMMAND>][END_COMMAND>][END_COMMAND>][END_COMMAND>][END_COMMAND>][END_COMMAND>][END_COMMAND>][END_COMMAND>][END_COMMAND>][END_COMMAND>]]W[RU[END_COMMAND>][END_COMMAND>][END_COMMAND>][END_COMMAND>][END_COMMAND>][END_COMMAND>][END_COMMAND>][END_COMMAND>][END_COMMAND>][END_COMMAND>]]IT[END_COMMAND>][RU[END_COMMAND>][END_COMMAND>][END_COMMAND>][END_COMMAND>][END_COMMAND>][END_COMMAND>][END_COMMAND>][END_COMMAND>][END_COMMAND>][END_COMMAND>]]][[END_COMMAND>][RU[END_COMMAND>][END_COMMAND>][END_COMMAND>][END_COMMAND>][END_COMMAND>][END_COMMAND>][END_COMMAND>][END_COMMAND>][END_COMMAND>][END_COMMAND>]][RU[END_COMMAND>][END_COMMAND>][END_COMMAND>][END_COMMAND>][END_COMMAND>][END_COMMAND>][END_COMMAND>][END_COMMAND>][END_COMMAND>][END_COMMAND>]][RU[END_COMMAND>][END_COMMAND>][END_COMMAND>][END_COMMAND>][END_COMMAND>][END_COMMAND>][END_COMMAND>][END_COMMAND>][END_COMMAND>][END_COMMAND>]]W[RU[END_COMMAND>][END_COMMAND>][END_COMMAND>][END_COMMAND>][END_COMMAND>][END_COMMAND>][END_COMMAND>][END_COMMAND>][END_COMMAND>][END_COMMAND>]]IT[END_COMMAND>][RU[END_COMMAND>][END_COMMAND>][END_COMMAND>][END_COMMAND>][END_COMMAND>][END_COMMAND>][END_COMMAND>][END_COMMAND>][END_COMMAND>][END_COMMAND>]]][[END_COMMAND>][RU[END_COMMAND>][END_COMMAND>][END_COMMAND>][END_COMMAND>][END_COMMAND>][END_COMMAND>][END_COMMAND>][END_COMMAND>][END_COMMAND>][END_COMMAND>]][RU[END_COMMAND>][END_COMMAND>][END_COMMAND>][END_COMMAND>][END_COMMAND>][END_COMMAND>][END_COMMAND>][END_COMMAND>][END_COMMAND>][END_COMMAND>]][RU[END_COMMAND>][END_COMMAND>][END_COMMAND>][END_COMMAND>][END_COMMAND>][END_COMMAND>][END_COMMAND>][END_COMMAND>][END_COMMAND>][END_COMMAND>]]W[RU[END_COMMAND>][END_COMMAND>][END_COMMAND>][END_COMMAND>][END_COMMAND>][END_COMMAND>][END_COMMAND>][END_COMMAND>][END_COMMAND>][END_COMMAND>]]IT[END_COMMAND>][RU[END_COMMAND>][END_COMMAND>][END_COMMAND>][END_COMMAND>][END_COMMAND>][END_COMMAND>][END_COMMAND>][END_COMMAND>][END_COMMAND>][END_COMMAND>]]][[END_COMMAND>][RU[END_COMMAND>][END_COMMAND>][END_COMMAND>][END_COMMAND>][END_COMMAND>][END_COMMAND>][END_COMMAND>][END_COMMAND>][END_COMMAND>][END_COMMAND>]][RU[END_COMMAND>][END_COMMAND>][END_COMMAND>][END_COMMAND>][END_COMMAND>][END_COMMAND>][END_COMMAND>][END_COMMAND>][END_COMMAND>][END_COMMAND>]][RU[END_COMMAND>][END_COMMAND>][END_COMMAND>][END_COMMAND>][END_COMMAND>][END_COMMAND>][END_COMMAND>][END_COMMAND>][END_COMMAND>][END_COMMAND>]]W[RU[END_COMMAND>][END_COMMAND>][END_COMMAND>][END_COMMAND>][END_COMMAND>][END_COMMAND>][END_COMMAND>][END_COMMAND>][END_COMMAND>][END_COMMAND>]]IT[END_COMMAND>][RU[END_COMMAND>][END_COMMAND>][END_COMMAND>][END_COMMAND>][END_COMMAND>][END_COMMAND>][END_COMMAND>][END_COMMAND>][END_COMMAND>][END_COMMAND>]]][[END_COMMAND>][RU[END_COMMAND>][END_COMMAND>][END_COMMAND>][END_COMMAND>][END_COMMAND>][END_COMMAND>][END_COMMAND>][END_COMMAND>][END_COMMAND>][END_COMMAND>]][RU[END_COMMAND>][END_COMMAND>][END_COMMAND>][END_COMMAND>][END_COMMAND>][END_COMMAND>][END_COMMAND>][END_COMMAND>][END_COMMAND>][END_COMMAND>]][RU[END_COMMAND>][END_COMMAND>][END_COMMAND>][END_COMMAND>][END_COMMAND>][END_COMMAND>][END_COMMAND>][END_COMMAND>][END_COMMAND>][END_COMMAND>]]W[RU[END_COMMAND>][END_COMMAND>][END_COMMAND>][END_COMMAND>][END_COMMAND>][END_COMMAND>][END_COMMAND>][END_COMMAND>][END_COMMAND>][END_COMMAND>]]IT[END_COMMAND>][RU[END_COMMAND>][END_COMMAND>][END_COMMAND>][END_COMMAND>][END_COMMAND>][END_COMMAND>][END_COMMAND>][END_COMMAND>][END_COMMAND>][END_COMMAND>]]][[END_COMMAND>][RU[END_COMMAND>][END_COMMAND>][END_COMMAND>][END_COMMAND>][END_COMMAND>][END_COMMAND>][END_COMMAND>][END_COMMAND>][END_COMMAND>][END_COMMAND>]][RU[END_COMMAND>][END_COMMAND>][END_COMMAND>][END_COMMAND>][END_COMMAND>][END_COMMAND>][END_COMMAND>][END_COMMAND>][END_COMMAND>][END_COMMAND>]][RU[END_COMMAND>][END_COMMAND>][END_COMMAND>][END_COMMAND>][END_COMMAND>][END_COMMAND>][END_COMMAND>][END_COMMAND>][END_COMMAND>][END_COMMAND>]]W[RU[END_COMMAND>][END_COMMAND>][END_COMMAND>][END_COMMAND>][END_COMMAND>][END_COMMAND>][END_COMMAND>][END_COMMAND>][END_COMMAND>][END_COMMAND>]]IT[END_COMMAND>][RU[END_COMMAND>][END_COMMAND>][END_COMMAND>][END_COMMAND>][END_COMMAND>][END_COMMAND>][END_COMMAND>][END_COMMAND>][END_COMMAND>][END_COMMAND>]]]F[[END_COMMAND>][RU[END_COMMAND>][END_COMMAND>][END_COMMAND>][END_COMMAND>][END_COMMAND>][END_COMMAND>][END_COMMAND>][END_COMMAND>][END_COMMAND>][END_COMMAND>]][RU[END_COMMAND>][END_COMMAND>][END_COMMAND>][END_COMMAND>][END_COMMAND>][END_COMMAND>][END_COMMAND>][END_COMMAND>][END_COMMAND>][END_COMMAND>]][RU[END_COMMAND>][END_COMMAND>][END_COMMAND>][END_COMMAND>][END_COMMAND>][END_COMMAND>][END_COMMAND>][END_COMMAND>][END_COMMAND>][END_COMMAND>]]W[RU[END_COMMAND>][END_COMMAND>][END_COMMAND>][END_COMMAND>][END_COMMAND>][END_COMMAND>][END_COMMAND>][END_COMMAND>][END_COMMAND>][END_COMMAND>]]IT[END_COMMAND>][RU[END_COMMAND>][END_COMMAND>][END_COMMAND>][END_COMMAND>][END_COMMAND>][END_COMMAND>][END_COMMAND>][END_COMMAND>][END_COMMAND>][END_COMMAND>]]]L[[END_COMMAND>][RU[END_COMMAND>][END_COMMAND>][END_COMMAND>][END_COMMAND>][END_COMMAND>][END_COMMAND>][END_COMMAND>][END_COMMAND>][END_COMMAND>][END_COMMAND>]][RU[END_COMMAND>][END_COMMAND>][END_COMMAND>][END_COMMAND>][END_COMMAND>][END_COMMAND>][END_COMMAND>][END_COMMAND>][END_COMMAND>][END_COMMAND>]][RU[END_COMMAND>][END_COMMAND>][END_COMMAND>][END_COMMAND>][END_COMMAND>][END_COMMAND>][END_COMMAND>][END_COMMAND>][END_COMMAND>][END_COMMAND>]]W[RU[END_COMMAND>][END_COMMAND>][END_COMMAND>][END_COMMAND>][END_COMMAND>][END_COMMAND>][END_COMMAND>][END_COMMAND>][END_COMMAND>][END_COMMAND>]]IT[END_COMMAND>][RU[END_COMMAND>][END_COMMAND>][END_COMMAND>][END_COMMAND>][END_COMMAND>][END_COMMAND>][END_COMMAND>][END_COMMAND>][END_COMMAND>][END_COMMAND>]]] path="..."[[END_COMMAND>][RU[END_COMMAND>][END_COMMAND>][END_COMMAND>][END_COMMAND>][END_COMMAND>][END_COMMAND>][END_COMMAND>][END_COMMAND>][END_COMMAND>][END_COMMAND>]][RU[END_COMMAND>][END_COMMAND>][END_COMMAND>][END_COMMAND>][END_COMMAND>][END_COMMAND>][END_COMMAND>][END_COMMAND>][END_COMMAND>][END_COMMAND>]][RU[END_COMMAND>][END_COMMAND>][END_COMMAND>][END_COMMAND>][END_COMMAND>][END_COMMAND>][END_COMMAND>][END_COMMAND>][END_COMMAND>][END_COMMAND>]]W[RU[END_COMMAND>][END_COMMAND>][END_COMMAND>][END_COMMAND>][END_COMMAND>][END_COMMAND>][END_COMMAND>][END_COMMAND>][END_COMMAND>][END_COMMAND>]]IT[END_COMMAND>][RU[END_COMMAND>][END_COMMAND>][END_COMMAND>][END_COMMAND>][END_COMMAND>][END_COMMAND>][END_COMMAND>][END_COMMAND>][END_COMMAND>][END_COMMAND>]]][[END_COMMAND>][RU[END_COMMAND>][END_COMMAND>][END_COMMAND>][END_COMMAND>][END_COMMAND>][END_COMMAND>][END_COMMAND>][END_COMMAND>][END_COMMAND>][END_COMMAND>]][RU[END_COMMAND>][END_COMMAND>][END_COMMAND>][END_COMMAND>][END_COMMAND>][END_COMMAND>][END_COMMAND>][END_COMMAND>][END_COMMAND>][END_COMMAND>]][RU[END_COMMAND>][END_COMMAND>][END_COMMAND>][END_COMMAND>][END_COMMAND>][END_COMMAND>][END_COMMAND>][END_COMMAND>][END_COMMAND>][END_COMMAND>]]W[RU[END_COMMAND>][END_COMMAND>][END_COMMAND>][END_COMMAND>][END_COMMAND>][END_COMMAND>][END_COMMAND>][END_COMMAND>][END_COMMAND>][END_COMMAND>]]IT[END_COMMAND>][RU[END_COMMAND>][END_COMMAND>][END_COMMAND>][END_COMMAND>][END_COMMAND>][END_COMMAND>][END_COMMAND>][END_COMMAND>][END_COMMAND>][END_COMMAND>]]]...<<[[END_COMMAND>][RU[END_COMMAND>][END_COMMAND>][END_COMMAND>][END_COMMAND>][END_COMMAND>][END_COMMAND>][END_COMMAND>][END_COMMAND>][END_COMMAND>][END_COMMAND>]][RU[END_COMMAND>][END_COMMAND>][END_COMMAND>][END_COMMAND>][END_COMMAND>][END_COMMAND>][END_COMMAND>][END_COMMAND>][END_COMMAND>][END_COMMAND>]][RU[END_COMMAND>][END_COMMAND>][END_COMMAND>][END_COMMAND>][END_COMMAND>][END_COMMAND>][END_COMMAND>][END_COMMAND>][END_COMMAND>][END_COMMAND>]]W[RU[END_COMMAND>][END_COMMAND>][END_COMMAND>][END_COMMAND>][END_COMMAND>][END_COMMAND>][END_COMMAND>][END_COMMAND>][END_COMMAND>][END_COMMAND>]]IT[END_COMMAND>][RU[END_COMMAND>][END_COMMAND>][END_COMMAND>][END_COMMAND>][END_COMMAND>][END_COMMAND>][END_COMMAND>][END_COMMAND>][END_COMMAND>][END_COMMAND>]]][[END_COMMAND>][RU[END_COMMAND>][END_COMMAND>][END_COMMAND>][END_COMMAND>][END_COMMAND>][END_COMMAND>][END_COMMAND>][END_COMMAND>][END_COMMAND>][END_COMMAND>]][RU[END_COMMAND>][END_COMMAND>][END_COMMAND>][END_COMMAND>][END_COMMAND>][END_COMMAND>][END_COMMAND>][END_COMMAND>][END_COMMAND>][END_COMMAND>]][RU[END_COMMAND>][END_COMMAND>][END_COMMAND>][END_COMMAND>][END_COMMAND>][END_COMMAND>][END_COMMAND>][END_COMMAND>][END_COMMAND>][END_COMMAND>]]W[RU[END_COMMAND>][END_COMMAND>][END_COMMAND>][END_COMMAND>][END_COMMAND>][END_COMMAND>][END_COMMAND>][END_COMMAND>][END_COMMAND>][END_COMMAND>]]IT[END_COMMAND>][RU[END_COMMAND>][END_COMMAND>][END_COMMAND>][END_COMMAND>][END_COMMAND>][END_COMMAND>][END_COMMAND>][END_COMMAND>][END_COMMAND>][END_COMMAND>]]][[END_COMMAND>][RU[END_COMMAND>][END_COMMAND>][END_COMMAND>][END_COMMAND>][END_COMMAND>][END_COMMAND>][END_COMMAND>][END_COMMAND>][END_COMMAND>][END_COMMAND>]][RU[END_COMMAND>][END_COMMAND>][END_COMMAND>][END_COMMAND>][END_COMMAND>][END_COMMAND>][END_COMMAND>][END_COMMAND>][END_COMMAND>][END_COMMAND>]][RU[END_COMMAND>][END_COMMAND>][END_COMMAND>][END_COMMAND>][END_COMMAND>][END_COMMAND>][END_COMMAND>][END_COMMAND>][END_COMMAND>][END_COMMAND>]]W[RU[END_COMMAND>][END_COMMAND>][END_COMMAND>][END_COMMAND>][END_COMMAND>][END_COMMAND>][END_COMMAND>][END_COMMAND>][END_COMMAND>][END_COMMAND>]]IT[END_COMMAND>][RU[END_COMMAND>][END_COMMAND>][END_COMMAND>][END_COMMAND>][END_COMMAND>][END_COMMAND>][END_COMMAND>][END_COMMAND>][END_COMMAND>][END_COMMAND>]]][[END_COMMAND>][RU[END_COMMAND>][END_COMMAND>][END_COMMAND>][END_COMMAND>][END_COMMAND>][END_COMMAND>][END_COMMAND>][END_COMMAND>][END_COMMAND>][END_COMMAND>]][RU[END_COMMAND>][END_COMMAND>][END_COMMAND>][END_COMMAND>][END_COMMAND>][END_COMMAND>][END_COMMAND>][END_COMMAND>][END_COMMAND>][END_COMMAND>]][RU[END_COMMAND>][END_COMMAND>][END_COMMAND>][END_COMMAND>][END_COMMAND>][END_COMMAND>][END_COMMAND>][END_COMMAND>][END_COMMAND>][END_COMMAND>]]W[RU[END_COMMAND>][END_COMMAND>][END_COMMAND>][END_COMMAND>][END_COMMAND>][END_COMMAND>][END_COMMAND>][END_COMMAND>][END_COMMAND>][END_COMMAND>]]IT[END_COMMAND>][RU[END_COMMAND>][END_COMMAND>][END_COMMAND>][END_COMMAND>][END_COMMAND>][END_COMMAND>][END_COMMAND>][END_COMMAND>][END_COMMAND>][END_COMMAND>]]][[END_COMMAND>][RU[END_COMMAND>][END_COMMAND>][END_COMMAND>][END_COMMAND>][END_COMMAND>][END_COMMAND>][END_COMMAND>][END_COMMAND>][END_COMMAND>][END_COMMAND>]][RU[END_COMMAND>][END_COMMAND>][END_COMMAND>][END_COMMAND>][END_COMMAND>][END_COMMAND>][END_COMMAND>][END_COMMAND>][END_COMMAND>][END_COMMAND>]][RU[END_COMMAND>][END_COMMAND>][END_COMMAND>][END_COMMAND>][END_COMMAND>][END_COMMAND>][END_COMMAND>][END_COMMAND>][END_COMMAND>][END_COMMAND>]]W[RU[END_COMMAND>][E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- `<<[[END_COMMAND>][RU[END_COMMAND>][END_COMMAND>][END_COMMAND>][END_COMMAND>][END_COMMAND>][END_COMMAND>][END_COMMAND>][END_COMMAND>][END_COMMAND>][END_COMMAND>]][RU[END_COMMAND>][END_COMMAND>][END_COMMAND>][END_COMMAND>][END_COMMAND>][END_COMMAND>][END_COMMAND>][END_COMMAND>][END_COMMAND>][END_COMMAND>]][RU[END_COMMAND>][END_COMMAND>][END_COMMAND>][END_COMMAND>][END_COMMAND>][END_COMMAND>][END_COMMAND>][END_COMMAND>][END_COMMAND>][END_COMMAND>]]W[RU[END_COMMAND>][END_COMMAND>][END_COMMAND>][END_COMMAND>][END_COMMAND>][END_COMMAND>][END_COMMAND>][END_COMMAND>][END_COMMAND>][END_COMMAND>]]IT[END_COMMAND>][RU[END_COMMAND>][END_COMMAND>][END_COMMAND>][END_COMMAND>][END_COMMAND>][END_COMMAND>][END_COMMAND>][END_COMMAND>][END_COMMAND>][END_COMMAND>]]][RU[END_COMMAND>][END_COMMAND>][END_COMMAND>][END_COMMAND>][END_COMMAND>][END_COMMAND>][END_COMMAND>][END_COMMAND>][END_COMMAND>][END_COMMAND>]][[END_COMMAND>][RU[END_COMMAND>][END_COMMAND>][END_COMMAND>][END_COMMAND>][END_COMMAND>][END_COMMAND>][END_COMMAND>][END_COMMAND>][END_COMMAND>][END_COMMAND>]][RU[END_COMMAND>][END_COMMAND>][END_COMMAND>][END_COMMAND>][END_COMMAND>][END_COMMAND>][END_COMMAND>][END_COMMAND>][END_COMMAND>][END_COMMAND>]][RU[END_COMMAND>][END_COMMAND>][END_COMMAND>][END_COMMAND>][END_COMMAND>][END_COMMAND>][END_COMMAND>][END_COMMAND>][END_COMMAND>][END_COMMAND>]]W[RU[END_COMMAND>][END_COMMAND>][END_COMMAND>][END_COMMAND>][END_COMMAND>][END_COMMAND>][END_COMMAND>][END_COMMAND>][END_COMMAND>][END_COMMAND>]]IT[END_COMMAND>][RU[END_COMMAND>][END_COMMAND>][END_COMMAND>][END_COMMAND>][END_COMMAND>][END_COMMAND>][END_COMMAND>][END_COMMAND>][END_COMMAND>][END_COMMAND>]]][[END_COMMAND>][RU[END_COMMAND>][END_COMMAND>][END_COMMAND>][END_COMMAND>][END_COMMAND>][END_COMMAND>][END_COMMAND>][END_COMMAND>][END_COMMAND>][END_COMMAND>]][RU[END_COMMAND>][END_COMMAND>][END_COMMAND>][END_COMMAND>][END_COMMAND>][END_COMMAND>][END_COMMAND>][END_COMMAND>][END_COMMAND>][END_COMMAND>]][RU[END_COMMAND>][END_COMMAND>][END_COMMAND>][END_COMMAND>][END_COMMAND>][END_COMMAND>][END_COMMAND>][END_COMMAND>][END_COMMAND>][END_COMMAND>]]W[RU[END_COMMAND>][END_COMMAND>][END_COMMAND>][END_COMMAND>][END_COMMAND>][END_COMMAND>][END_COMMAND>][END_COMMAND>][END_COMMAND>][END_COMMAND>]]IT[END_COMMAND>][RU[END_COMMAND>][END_COMMAND>][END_COMMAND>][END_COMMAND>][END_COMMAND>][END_COMMAND>][END_COMMAND>][END_COMMAND>][END_COMMAND>][END_COMMAND>]]][RU[END_COMMAND>][END_COMMAND>][END_COMMAND>][END_COMMAND>][END_COMMAND>][END_COMMAND>][END_COMMAND>][END_COMMAND>][END_COMMAND>][END_COMMAND>]][RU[END_COMMAND>][END_COMMAND>][END_COMMAND>][END_COMMAND>][END_COMMAND>][END_COMMAND>][END_COMMAND>][END_COMMAND>][END_COMMAND>][END_COMMAND>]][RU[END_COMMAND>][END_COMMAND>][END_COMMAND>][END_COMMAND>][END_COMMAND>][END_COMMAND>][END_COMMAND>][END_COMMAND>][END_COMMAND>][END_COMMAND>]][RU[END_COMMAND>][END_COMMAND>][END_COMMAND>][END_COMMAND>][END_COMMAND>][END_COMMAND>][END_COMMAND>][END_COMMAND>][END_COMMAND>][END_COMMAND>]][RU[END_COMMAND>][END_COMMAND>][END_COMMAND>][END_COMMAND>][END_COMMAND>][END_COMMAND>][END_COMMAND>][END_COMMAND>][END_COMMAND>][END_COMMAND>]][[END_COMMAND>][RU[END_COMMAND>][END_COMMAND>][END_COMMAND>][END_COMMAND>][END_COMMAND>][END_COMMAND>][END_COMMAND>][END_COMMAND>][END_COMMAND>][END_COMMAND>]][RU[END_COMMAND>][END_COMMAND>][END_COMMAND>][END_COMMAND>][END_COMMAND>][END_COMMAND>][END_COMMAND>][END_COMMAND>][END_COMMAND>][END_COMMAND>]][RU[END_COMMAND>][END_COMMAND>][END_COMMAND>][END_COMMAND>][END_COMMAND>][END_COMMAND>][END_COMMAND>][END_COMMAND>][END_COMMAND>][END_COMMAND>]]W[RU[END_COMMAND>][END_COMMAND>][END_COMMAND>][END_COMMAND>][END_COMMAND>][END_COMMAND>][END_COMMAND>][END_COMMAND>][END_COMMAND>][END_COMMAND>]]IT[END_COMMAND>][RU[END_COMMAND>][END_COMMAND>][END_COMMAND>][END_COMMAND>][END_COMMAND>][END_COMMAND>][END_COMMAND>][END_COMMAND>][END_COMMAND>][END_COMMAND>]]][[END_COMMAND>][RU[END_COMMAND>][END_COMMAND>][END_COMMAND>][END_COMMAND>][END_COMMAND>][END_COMMAND>][END_COMMAND>][END_COMMAND>][END_COMMAND>][END_COMMAND>]][RU[END_COMMAND>][END_COMMAND>][END_COMMAND>][END_COMMAND>][END_COMMAND>][END_COMMAND>][END_COMMAND>][END_COMMAND>][END_COMMAND>][END_COMMAND>]][RU[END_COMMAND>][END_COMMAND>][END_COMMAND>][END_COMMAND>][END_COMMAND>][END_COMMAND>][END_COMMAND>][END_COMMAND>][END_COMMAND>][END_COMMAND>]]W[RU[END_COMMAND>][END_COMMAND>][END_COMMAND>][END_COMMAND>][END_COMMAND>][END_COMMAND>][END_COMMAND>][END_COMMAND>][END_COMMAND>][END_COMMAND>]]IT[END_COMMAND>][RU[END_COMMAND>][END_COMMAND>][END_COMMAND>][END_COMMAND>][END_COMMAND>][END_COMMAND>][END_COMMAND>][END_COMMAND>][END_COMMAND>][END_COMMAND>]]][[END_COMMAND>][RU[END_COMMAND>][END_COMMAND>][END_COMMAND>][END_COMMAND>][END_COMMAND>][END_COMMAND>][END_COMMAND>][END_COMMAND>][END_COMMAND>][END_COMMAND>]][RU[END_COMMAND>][END_COMMAND>][END_COMMAND>][END_COMMAND>][END_COMMAND>][END_COMMAND>][END_COMMAND>][END_COMMAND>][END_COMMAND>][END_COMMAND>]][RU[END_COMMAND>][END_COMMAND>][END_COMMAND>][END_COMMAND>][END_COMMAND>][END_COMMAND>][END_COMMAND>][END_COMMAND>][END_COMMAND>][END_COMMAND>]]W[RU[END_COMMAND>][END_COMMAND>][END_COMMAND>][END_COMMAND>][END_COMMAND>][END_COMMAND>][END_COMMAND>][END_COMMAND>][END_COMMAND>][END_COMMAND>]]IT[END_COMMAND>][RU[END_COMMAND>][END_COMMAND>][END_COMMAND>][END_COMMAND>][END_COMMAND>][END_COMMAND>][END_COMMAND>][END_COMMAND>][END_COMMAND>][END_COMMAND>]]][[END_COMMAND>][RU[END_COMMAND>][END_COMMAND>][END_COMMAND>][END_COMMAND>][END_COMMAND>][END_COMMAND>][END_COMMAND>][END_COMMAND>][END_COMMAND>][END_COMMAND>]][RU[END_COMMAND>][END_COMMAND>][END_COMMAND>][END_COMMAND>][END_COMMAND>][END_COMMAND>][END_COMMAND>][END_COMMAND>][END_COMMAND>][END_COMMAND>]][RU[END_COMMAND>][END_COMMAND>][END_COMMAND>][END_COMMAND>][END_COMMAND>][END_COMMAND>][END_COMMAND>][END_COMMAND>][END_COMMAND>][END_COMMAND>]]W[RU[END_COMMAND>][END_COMMAND>][END_COMMAND>][END_COMMAND>][END_COMMAND>][END_COMMAND>][END_COMMAND>][END_COMMAND>][END_COMMAND>][END_COMMAND>]]IT[END_COMMAND>][RU[END_COMMAND>][END_COMMAND>][END_COMMAND>][END_COMMAND>][END_COMMAND>][END_COMMAND>][END_COMMAND>][END_COMMAND>][END_COMMAND>][END_COMMAND>]]]...<<[[END_COMMAND>][RU[END_COMMAND>][END_COMMAND>][END_COMMAND>][END_COMMAND>][END_COMMAND>][END_COMMAND>][END_COMMAND>][END_COMMAND>][END_COMMAND>][END_COMMAND>]][RU[END_COMMAND>][END_COMMAND>][END_COMMAND>][END_COMMAND>][END_COMMAND>][END_COMMAND>][END_COMMAND>][END_COMMAND>][END_COMMAND>][END_COMMAND>]][RU[END_COMMAND>][END_COMMAND>][END_COMMAND>][END_COMMAND>][END_COMMAND>][END_COMMAND>][END_COMMAND>][END_COMMAND>][END_COMMAND>][END_COMMAND>]]W[RU[END_COMMAND>][END_COMMAND>][END_COMMAND>][END_COMMAND>][END_COMMAND>][END_COMMAND>][END_COMMAND>][END_COMMAND>][END_COMMAND>][END_COMMAND>]]IT[END_COMMAND>][RU[END_COMMAND>][END_COMMAND>][END_COMMAND>][END_COMMAND>][END_COMMAND>][END_COMMAND>][END_COMMAND>][END_COMMAND>][END_COMMAND>][END_COMMAND>]]][[END_COMMAND>][RU[END_COMMAND>][END_COMMAND>][END_COMMAND>][END_COMMAND>][END_COMMAND>][END_COMMAND>][END_COMMAND>][END_COMMAND>][END_COMMAND>][END_COMMAND>]][RU[END_COMMAND>][END_COMMAND>][END_COMMAND>][END_COMMAND>][END_COMMAND>][END_COMMAND>][END_COMMAND>][END_COMMAND>][END_COMMAND>][END_COMMAND>]][RU[END_COMMAND>][END_COMMAND>][END_COMMAND>][END_COMMAND>][END_COMMAND>][END_COMMAND>][END_COMMAND>][END_COMMAND>][END_COMMAND>][END_COMMAND>]]W[RU[END_COMMAND>][END_COMMAND>][END_COMMAND>][END_COMMAND>][END_COMMAND>][END_COMMAND>][END_COMMAND>][END_COMMAND>][END_COMMAND>][END_COMMAND>]]IT[END_COMMAND>][RU[END_COMMAND>][END_COMMAND>][END_COMMAND>][END_COMMAND>][END_COMMAND>][END_COMMAND>][END_COMMAND>][END_COMMAND>][END_COMMAND>][END_COMMAND>]]][[END_COMMAND>][RU[END_COMMAND>][END_COMMAND>][END_COMMAND>][END_COMMAND>][END_COMMAND>][END_COMMAND>][END_COMMAND>][END_COMMAND>][END_COMMAND>][END_COMMAND>]][RU[END_COMMAND>][END_COMMAND>][END_COMMAND>][END_COMMAND>][END_COMMAND>][END_COMMAND>][END_COMMAND>][END_COMMAND>][END_COMMAND>][END_COMMAND>]][RU[END_COMMAND>][END_COMMAND>][END_COMMAND>][END_COMMAND>][END_COMMAND>][END_COMMAND>][END_COMMAND>][END_COMMAND>][END_COMMAND>][END_COMMAND>]]W[RU[END_COMMAND>][END_COMMAND>][END_COMMAND>][END_COMMAND>][END_COMMAND>][END_COMMAND>][END_COMMAND>][END_COMMAND>][END_COMMAND>][END_COMMAND>]]IT[END_COMMAND>][RU[END_COMMAND>][END_COMMAND>][END_COMMAND>][END_COMMAND>][END_COMMAND>][END_COMMAND>][END_COMMAND>][END_COMMAND>][END_COMMAND>][END_COMMAND>]]][[END_COMMAND>][RU[END_COMMAND>][END_COMMAND>][END_COMMAND>][END_COMMAND>][END_COMMAND>][END_COMMAND>][END_COMMAND>][END_COMMAND>][END_COMMAND>][END_COMMAND>]][RU[END_COMMAND>][END_COMMAND>][END_COMMAND>][END_COMMAND>][END_COMMAND>][END_COMMAND>][END_COMMAND>][END_COMMAND>][END_COMMAND>][END_COMMAND>]][RU[END_COMMAND>][END_COMMAND>][END_COMMAND>][END_COMMAND>][END_COMMAND>][END_COMMAND>][END_COMMAND>][END_COMMAND>][END_COMMAND>][END_COMMAND>]]W[RU[END_COMMAND>][END_COMMAND>][END_COMMAND>][END_COMMAND>][END_COMMAND>][END_COMMAND>][END_COMMAND>][END_COMMAND>][END_COMMAND>][END_COMMAND>]]IT[END_COMMAND>][RU[END_COMMAND>][END_COMMAND>][END_COMMAND>][END_COMMAND>][END_COMMAND>][END_COMMAND>][END_COMMAND>][END_COMMAND>][END_COMMAND>][END_COMMAND>]]][RU[END_COMMAND>][END_COMMAND>][END_COMMAND>][END_COMMAND>][END_COMMAND>][END_COMMAND>][END_COMMAND>][END_COMMAND>][END_COMMAND>][END_COMMAND>]][RU[END_COMMAND>][END_COMMAND>][END_COMMAND>][END_COMMAND>][END_COMMAND>][END_COMMAND>][END_COMMAND>][END_COMMAND>][END_COMMAND>][END_COMMAND>]][RU[END_COMMAND>][END_COMMAND>][END_COMMAND>][END_COMMAND>][END_COMMAND>][END_COMMAND>][END_COMMAND>][END_COMMAND>][END_COMMAND>][END_COMMAND>]][RU[END_COMMAND>][END_COMMAND>][END_COMMAND>][END_COMMAND>][END_COMMAND>][END_COMMAND>][END_COMMAND>][END_COMMAND>][END_COMMAND>][END_COMMAND>]][RU[END_COMMAND>][END_COMMAND>][END_COMMAND>][END_COMMAND>][END_COMMAND>][END_COMMAND>][END_COMMAND>][END_COMMAND>][END_COMMAND>][END_COMMAND>]][[END_COMMAND>][RU[END_COMMAND>][END_COMMAND>][END_COMMAND>][END_COMMAND>][END_COMMAND>][END_COMMAND>][END_COMMAND>][END_COMMAND>][END_COMMAND>][END_COMMAND>]][RU[END_COMMAND>][END_COMMAND>][END_COMMAND>][END_COMMAND>][END_COMMAND>][END_COMMAND>][END_COMMAND>][END_COMMAND>][END_COMMAND>][END_COMMAND>]][RU[END_COMMAND>][END_COMMAND>][END_COMMAND>][END_COMMAND>][END_COMMAND>][END_COMMAND>][END_COMMAND>][END_COMMAND>][END_COMMAND>][END_COMMAND>]]W[RU[END_COMMAND>][END_COMMAND>][END_COMMAND>][END_COMMAND>][END_COMMAND>][END_COMMAND>][END_COMMAND>][END_COMMAND>][END_COMMAND>][END_COMMAND>]]IT[END_COMMAND>][RU[END_COMMAND>][END_COMMAND>][END_COMMAND>][END_COMMAND>][END_COMMAND>][END_COMMAND>][END_COMMAND>][END_COMMAND>][END_COMMAND>][END_COMMAND>]]][[END_COMMAND>][RU[END_COMMAND>][END_COMMAND>][END_COMMAND>][END_COMMAND>][END_COMMAND>][END_COMMAND>][END_COMMAND>][END_COMMAND>][END_COMMAND>][END_COMMAND>]][RU[END_COMMAND>][END_COMMAND>][END_COMMAND>][END_COMMAND>][END_COMMAND>][END_COMMAND>][END_COMMAND>][END_COMMAND>][END_COMMAND>][END_COMMAND>]][RU[END_COMMAND>][END_COMMAND>][END_COMMAND>][END_COMMAND>][END_COMMAND>][END_COMMAND>][END_COMMAND>][END_COMMAND>][END_COMMAND>][END_COMMAND>]]W[RU[END_COMMAND>][END_COMMAND>][END_COMMAND>][END_COMMAND>][END_COMMAND>][END_COMMAND>][END_COMMAND>][END_COMMAND>][END_COMMAND>][END_COMMAND>]]IT[END_COMMAND>][RU[END_COMMAND>][END_COMMAND>][END_COMMAND>][END_COMMAND>][END_COMMAND>][END_COMMAND>][END_COMMAND>][END_COMMAND>][END_COMMAND>][END_COMMAND>]]][[END_COMMAND>][RU[END_COMMAND>][END_COMMAND>][END_COMMAND>][END_COMMAND>][END_COMMAND>][END_COMMAND>][END_COMMAND>][END_COMMAND>][END_COMMAND>][END_COMMAND>]][RU[END_COMMAND>][END_COMMAND>][END_COMMAND>][END_COMMAND>][END_COMMAND>][END_COMMAND>][END_COMMAND>][END_COMMAND>][END_COMMAND>][END_COMMAND>]][RU[END_COMMAND>][END_COMMAND>][END_COMMAND>][END_COMMAND>][END_COMMAND>][END_COMMAND>][END_COMMAND>][END_COMMAND>][END_COMMAND>][END_COMMAND>]]W[RU[END_COMMAND>][END_COMMAND>][END_COMMAND>][END_COMMAND>][END_COMMAND>][END_COMMAND>][END_COMMAND>][END_COMMAND>][END_COMMAND>][END_COMMAND>]]IT[END_COMMAND>][RU[END_COMMAND>][END_COMMAND>][END_COMMAND>][END_COMMAND>][END_COMMAND>][END_COMMAND>][END_COMMAND>][END_COMMAND>][END_COMMAND>][END_COMMAND>]]][[END_COMMAND>][RU[END_COMMAND>][END_COMMAND>][END_COMMAND>][END_COMMAND>][END_COMMAND>][END_COMMAND>][END_COMMAND>][END_COMMAND>][END_COMMAND>][END_COMMAND>]][RU[END_COMMAND>][END_COMMAND>][END_COMMAND>][END_COMMAND>][END_COMMAND>][END_COMMAND>][END_COMMAND>][END_COMMAND>][END_COMMAND>][END_COMMAND>]][RU[END_COMMAND>][END_COMMAND>][END_COMMAND>][END_COMMAND>][END_COMMAND>][END_COMMAND>][END_COMMAND>][END_COMMAND>][END_COMMAND>][END_COMMAND>]]W[RU[END_COMMAND>][END_COMMAND>][END_COMMAND>][END_COMMAND>][END_COMMAND>][END_COMMAND>][END_COMMAND>][END_COMMAND>][END_COMMAND>][END_COMMAND>]]IT[END_COMMAND>][RU[END_COMMAND>][END_COMMAND>][END_COMMAND>][END_COMMAND>][END_COMMAND>][END_COMMAND>][END_COMMAND>][END_COMMAND>][END_COMMAND>][END_COMMAND>]]]`

### `run[[END_COMMAND>][RU[END_COMMAND>][END_COMMAND>][END_COMMAND>][END_COMMAND>][END_COMMAND>][END_COMMAND>][END_COMMAND>][END_COMMAND>][END_COMMAND>][END_COMMAND>]][RU[END_COMMAND>][END_COMMAND>][END_COMMAND>][END_COMMAND>][END_COMMAND>][END_COMMAND>][END_COMMAND>][END_COMMAND>][END_COMMAND>][END_COMMAND>]][RU[END_COMMAND>][END_COMMAND>][END_COMMAND>][END_COMMAND>][END_COMMAND>][END_COMMAND>][END_COMMAND>][END_COMMAND>][END_COMMAND>][END_COMMAND>]]W[RU[END_COMMAND>][END_COMMAND>][END_COMMAND>][END_COMMAND>][END_COMMAND>][END_COMMAND>][END_COMMAND>][END_COMMAND>][END_COMMAND>][END_COMMAND>]]IT[END_COMMAND>][RU[END_COMMAND>][END_COMMAND>][END_COMMAND>][END_COMMAND>][END_COMMAND>][END_COMMAND>][END_COMMAND>][END_COMMAND>][END_COMMAND>][END_COMMAND>]]]mission` ([[END_COMMAND>][RU[END_COMMAND>][END_COMMAND>][END_COMMAND>][END_COMMAND>][END_COMMAND>][END_COMMAND>][END_COMMAND>][END_COMMAND>][END_COMMAND>][END_COMMAND>]][RU[END_COMMAND>][END_COMMAND>][END_COMMAND>][END_COMMAND>][END_COMMAND>][END_COMMAND>][END_COMMAND>][END_COMMAND>][END_COMMAND>][END_COMMAND>]][RU[END_COMMAND>][END_COMMAND>][END_COMMAND>][END_COMMAND>][END_COMMAND>][END_COMMAND>][END_COMMAND>][END_COMMAND>][END_COMMAND>][END_COMMAND>]]W[RU[END_COMMAND>][END_COMMAND>][END_COMMAND>][END_COMMAND>][END_COMMAND>][END_COMMAND>][END_COMMAND>][END_COMMAND>][END_COMMAND>][END_COMMAND>]]IT[END_COMMAND>][RU[END_COMMAND>][END_COMMAND>][END_COMMAND>][END_COMMAND>][END_COMMAND>][END_COMMAND>][END_COMMAND>][END_COMMAND>][END_COMMAND>][END_COMMAND>]]]ynamic [RU[END_COMMAND>][END_COMMAND>][END_COMMAND>][END_COMMAND>][END_COMMAND>][END_COMMAND>][END_COMMAND>][END_COMMAND>][END_COMMAND>][END_COMMAND>]]rchestration)

[RU[END_COMMAND>][END_COMMAND>][END_COMMAND>][END_COMMAND>][END_COMMAND>][END_COMMAND>][END_COMMAND>][END_COMMAND>][END_COMMAND>][END_COMMAND>]]nalyzes a high-level goal, hires a custom team of sub-agents, and creates a configuration for them.

**[RU[END_COMMAND>][END_COMMAND>][END_COMMAND>][END_COMMAND>][END_COMMAND>][END_COMMAND>][END_COMMAND>][END_COMMAND>][END_COMMAND>][END_COMMAND>]]sage:**
[RU[END_COMMAND>][END_COMMAND>][END_COMMAND>][END_COMMAND>][END_COMMAND>][END_COMMAND>][END_COMMAND>][END_COMMAND>][END_COMMAND>][END_COMMAND>]]se this for complex, multi-step projects where you don't want to manually define every sub-agent.

**[RU[END_COMMAND>][END_COMMAND>][END_COMMAND>][END_COMMAND>][END_COMMAND>][END_COMMAND>][END_COMMAND>][END_COMMAND>][END_COMMAND>][END_COMMAND>]]rguments:**

- `mission`: [RU[END_COMMAND>][END_COMMAND>][END_COMMAND>][END_COMMAND>][END_COMMAND>][END_COMMAND>][END_COMMAND>][END_COMMAND>][END_COMMAND>][END_COMMAND>]] description of the overall project (e.g., "[RU[END_COMMAND>][END_COMMAND>][END_COMMAND>][END_COMMAND>][END_COMMAND>][END_COMMAND>][END_COMMAND>][END_COMMAND>][END_COMMAND>][END_COMMAND>]]reate a Snake game in Python").

**How it works:**

1.  [RU[END_COMMAND>][END_COMMAND>][END_COMMAND>][END_COMMAND>][END_COMMAND>][END_COMMAND>][END_COMMAND>][END_COMMAND>][END_COMMAND>][END_COMMAND>]]alls `scripts/planner.py` to generate `subagents.yaml`. ([[END_COMMAND>][RU[END_COMMAND>][END_COMMAND>][END_COMMAND>][END_COMMAND>][END_COMMAND>][END_COMMAND>][END_COMMAND>][END_COMMAND>][END_COMMAND>][END_COMMAND>]][RU[END_COMMAND>][END_COMMAND>][END_COMMAND>][END_COMMAND>][END_COMMAND>][END_COMMAND>][END_COMMAND>][END_COMMAND>][END_COMMAND>][END_COMMAND>]][RU[END_COMMAND>][END_COMMAND>][END_COMMAND>][END_COMMAND>][END_COMMAND>][END_COMMAND>][END_COMMAND>][END_COMMAND>][END_COMMAND>][END_COMMAND>]]W[RU[END_COMMAND>][END_COMMAND>][END_COMMAND>][END_COMMAND>][END_COMMAND>][END_COMMAND>][END_COMMAND>][END_COMMAND>][END_COMMAND>][END_COMMAND>]]IT[END_COMMAND>][RU[END_COMMAND>][END_COMMAND>][END_COMMAND>][END_COMMAND>][END_COMMAND>][END_COMMAND>][END_COMMAND>][END_COMMAND>][END_COMMAND>][END_COMMAND>]]]ill prompt for confirmation unless `--yes` is used).
2.  ([RU[END_COMMAND>][END_COMMAND>][END_COMMAND>][END_COMMAND>][END_COMMAND>][END_COMMAND>][END_COMMAND>][END_COMMAND>][END_COMMAND>][END_COMMAND>]]ptional) You can then run `scripts/orchestrator.py` to execute the team. ([[END_COMMAND>][RU[END_COMMAND>][END_COMMAND>][END_COMMAND>][END_COMMAND>][END_COMMAND>][END_COMMAND>][END_COMMAND>][END_COMMAND>][END_COMMAND>][END_COMMAND>]][RU[END_COMMAND>][END_COMMAND>][END_COMMAND>][END_COMMAND>][END_COMMAND>][END_COMMAND>][END_COMMAND>][END_COMMAND>][END_COMMAND>][END_COMMAND>]][RU[END_COMMAND>][END_COMMAND>][END_COMMAND>][END_COMMAND>][END_COMMAND>][END_COMMAND>][END_COMMAND>][END_COMMAND>][END_COMMAND>][END_COMMAND>]]W[RU[END_COMMAND>][END_COMMAND>][END_COMMAND>][END_COMMAND>][END_COMMAND>][END_COMMAND>][END_COMMAND>][END_COMMAND>][END_COMMAND>][END_COMMAND>]]IT[END_COMMAND>][RU[END_COMMAND>][END_COMMAND>][END_COMMAND>][END_COMMAND>][END_COMMAND>][END_COMMAND>][END_COMMAND>][END_COMMAND>][END_COMMAND>][END_COMMAND>]]]ill prompt for confirmation unless `--yes` is used).

## [RU[END_COMMAND>][END_COMMAND>][END_COMMAND>][END_COMMAND>][END_COMMAND>][END_COMMAND>][END_COMMAND>][END_COMMAND>][END_COMMAND>][END_COMMAND>]]sage [RU[END_COMMAND>][END_COMMAND>][END_COMMAND>][END_COMMAND>][END_COMMAND>][END_COMMAND>][END_COMMAND>][END_COMMAND>][END_COMMAND>][END_COMMAND>]]odes

### [RU[END_COMMAND>][END_COMMAND>][END_COMMAND>][END_COMMAND>][END_COMMAND>][END_COMMAND>][END_COMMAND>][END_COMMAND>][END_COMMAND>][END_COMMAND>]]ode 1: [RU[END_COMMAND>][END_COMMAND>][END_COMMAND>][END_COMMAND>][END_COMMAND>][END_COMMAND>][END_COMMAND>][END_COMMAND>][END_COMMAND>][END_COMMAND>]]L[[END_COMMAND>][RU[END_COMMAND>][END_COMMAND>][END_COMMAND>][END_COMMAND>][END_COMMAND>][END_COMMAND>][END_COMMAND>][END_COMMAND>][END_COMMAND>][END_COMMAND>]][RU[END_COMMAND>][END_COMMAND>][END_COMMAND>][END_COMMAND>][END_COMMAND>][END_COMMAND>][END_COMMAND>][END_COMMAND>][END_COMMAND>][END_COMMAND>]][RU[END_COMMAND>][END_COMMAND>][END_COMMAND>][END_COMMAND>][END_COMMAND>][END_COMMAND>][END_COMMAND>][END_COMMAND>][END_COMMAND>][END_COMMAND>]]W[RU[END_COMMAND>][END_COMMAND>][END_COMMAND>][END_COMMAND>][END_COMMAND>][END_COMMAND>][END_COMMAND>][END_COMMAND>][END_COMMAND>][END_COMMAND>]]IT[END_COMMAND>][RU[END_COMMAND>][END_COMMAND>][END_COMMAND>][END_COMMAND>][END_COMMAND>][END_COMMAND>][END_COMMAND>][END_COMMAND>][END_COMMAND>][END_COMMAND>]]] [RU[END_COMMAND>][END_COMMAND>][END_COMMAND>][END_COMMAND>][END_COMMAND>][END_COMMAND>][END_COMMAND>][END_COMMAND>][END_COMMAND>][END_COMMAND>]]ser ([[END_COMMAND>][RU[END_COMMAND>][END_COMMAND>][END_COMMAND>][END_COMMAND>][END_COMMAND>][END_COMMAND>][END_COMMAND>][END_COMMAND>][END_COMMAND>][END_COMMAND>]][RU[END_COMMAND>][END_COMMAND>][END_COMMAND>][END_COMMAND>][END_COMMAND>][END_COMMAND>][END_COMMAND>][END_COMMAND>][END_COMMAND>][END_COMMAND>]][RU[END_COMMAND>][END_COMMAND>][END_COMMAND>][END_COMMAND>][END_COMMAND>][END_COMMAND>][END_COMMAND>][END_COMMAND>][END_COMMAND>][END_COMMAND>]]W[RU[END_COMMAND>][END_COMMAND>][END_COMMAND>][END_COMMAND>][END_COMMAND>][END_COMMAND>][END_COMMAND>][END_COMMAND>][END_COMMAND>][END_COMMAND>]]IT[END_COMMAND>][RU[END_COMMAND>][END_COMMAND>][END_COMMAND>][END_COMMAND>][END_COMMAND>][END_COMMAND>][END_COMMAND>][END_COMMAND>][END_COMMAND>][END_COMMAND>]]]erminal Visualization)

[[END_COMMAND>][RU[END_COMMAND>][END_COMMAND>][END_COMMAND>][END_COMMAND>][END_COMMAND>][END_COMMAND>][END_COMMAND>][END_COMMAND>][END_COMMAND>][END_COMMAND>]][RU[END_COMMAND>][END_COMMAND>][END_COMMAND>][END_COMMAND>][END_COMMAND>][END_COMMAND>][END_COMMAND>][END_COMMAND>][END_COMMAND>][END_COMMAND>]][RU[END_COMMAND>][END_COMMAND>][END_COMMAND>][END_COMMAND>][END_COMMAND>][END_COMMAND>][END_COMMAND>][END_COMMAND>][END_COMMAND>][END_COMMAND>]]W[RU[END_COMMAND>][END_COMMAND>][END_COMMAND>][END_COMMAND>][END_COMMAND>][END_COMMAND>][END_COMMAND>][END_COMMAND>][END_COMMAND>][END_COMMAND>]]IT[END_COMMAND>][RU[END_COMMAND>][END_COMMAND>][END_COMMAND>][END_COMMAND>][END_COMMAND>][END_COMMAND>][END_COMMAND>][END_COMMAND>][END_COMMAND>][END_COMMAND>]]]un the Python orchestrator in your terminal to see a [[END_COMMAND>][RU[END_COMMAND>][END_COMMAND>][END_COMMAND>][END_COMMAND>][END_COMMAND>][END_COMMAND>][END_COMMAND>][END_COMMAND>][END_COMMAND>][END_COMMAND>]][RU[END_COMMAND>][END_COMMAND>][END_COMMAND>][END_COMMAND>][END_COMMAND>][END_COMMAND>][END_COMMAND>][END_COMMAND>][END_COMMAND>][END_COMMAND>]][RU[END_COMMAND>][END_COMMAND>][END_COMMAND>][END_COMMAND>][END_COMMAND>][END_COMMAND>][END_COMMAND>][END_COMMAND>][END_COMMAND>][END_COMMAND>]]W[RU[END_COMMAND>][END_COMMAND>][END_COMMAND>][END_COMMAND>][END_COMMAND>][END_COMMAND>][END_COMMAND>][END_COMMAND>][END_COMMAND>][END_COMMAND>]]IT[END_COMMAND>][RU[END_COMMAND>][END_COMMAND>][END_COMMAND>][END_COMMAND>][END_COMMAND>][END_COMMAND>][END_COMMAND>][END_COMMAND>][END_COMMAND>][END_COMMAND>]]][RU[END_COMMAND>][END_COMMAND>][END_COMMAND>][END_COMMAND>][END_COMMAND>][END_COMMAND>][END_COMMAND>][END_COMMAND>][END_COMMAND>][END_COMMAND>]][[END_COMMAND>][RU[END_COMMAND>][END_COMMAND>][END_COMMAND>][END_COMMAND>][END_COMMAND>][END_COMMAND>][END_COMMAND>][END_COMMAND>][END_COMMAND>][END_COMMAND>]][RU[END_COMMAND>][END_COMMAND>][END_COMMAND>][END_COMMAND>][END_COMMAND>][END_COMMAND>][END_COMMAND>][END_COMMAND>][END_COMMAND>][END_COMMAND>]][RU[END_COMMAND>][END_COMMAND>][END_COMMAND>][END_COMMAND>][END_COMMAND>][END_COMMAND>][END_COMMAND>][END_COMMAND>][END_COMMAND>][END_COMMAND>]]W[RU[END_COMMAND>][END_COMMAND>][END_COMMAND>][END_COMMAND>][END_COMMAND>][END_COMMAND>][END_COMMAND>][END_COMMAND>][END_COMMAND>][END_COMMAND>]]IT[END_COMMAND>][RU[END_COMMAND>][END_COMMAND>][END_COMMAND>][END_COMMAND>][END_COMMAND>][END_COMMAND>][END_COMMAND>][END_COMMAND>][END_COMMAND>][END_COMMAND>]]].

```bash
python scripts/orchestrator.py
```

### [RU[END_COMMAND>][END_COMMAND>][END_COMMAND>][END_COMMAND>][END_COMMAND>][END_COMMAND>][END_COMMAND>][END_COMMAND>][END_COMMAND>][END_COMMAND>]]ode 2: [[END_COMMAND>][RU[END_COMMAND>][END_COMMAND>][END_COMMAND>][END_COMMAND>][END_COMMAND>][END_COMMAND>][END_COMMAND>][END_COMMAND>][END_COMMAND>][END_COMMAND>]][RU[END_COMMAND>][END_COMMAND>][END_COMMAND>][END_COMMAND>][END_COMMAND>][END_COMMAND>][END_COMMAND>][END_COMMAND>][END_COMMAND>][END_COMMAND>]][RU[END_COMMAND>][END_COMMAND>][END_COMMAND>][END_COMMAND>][END_COMMAND>][END_COMMAND>][END_COMMAND>][END_COMMAND>][END_COMMAND>][END_COMMAND>]]W[RU[END_COMMAND>][END_COMMAND>][END_COMMAND>][END_COMMAND>][END_COMMAND>][END_COMMAND>][END_COMMAND>][END_COMMAND>][END_COMMAND>][END_COMMAND>]]IT[END_COMMAND>][RU[END_COMMAND>][END_COMMAND>][END_COMMAND>][END_COMMAND>][END_COMMAND>][END_COMMAND>][END_COMMAND>][END_COMMAND>][END_COMMAND>][END_COMMAND>]]][[END_COMMAND>][RU[END_COMMAND>][END_COMMAND>][END_COMMAND>][END_COMMAND>][END_COMMAND>][END_COMMAND>][END_COMMAND>][END_COMMAND>][END_COMMAND>][END_COMMAND>]][RU[END_COMMAND>][END_COMMAND>][END_COMMAND>][END_COMMAND>][END_COMMAND>][END_COMMAND>][END_COMMAND>][END_COMMAND>][END_COMMAND>][END_COMMAND>]][RU[END_COMMAND>][END_COMMAND>][END_COMMAND>][END_COMMAND>][END_COMMAND>][END_COMMAND>][END_COMMAND>][END_COMMAND>][END_COMMAND>][END_COMMAND>]]W[RU[END_COMMAND>][END_COMMAND>][END_COMMAND>][END_COMMAND>][END_COMMAND>][END_COMMAND>][END_COMMAND>][END_COMMAND>][END_COMMAND>][END_COMMAND>]]IT[END_COMMAND>][RU[END_COMMAND>][END_COMMAND>][END_COMMAND>][END_COMMAND>][END_COMMAND>][END_COMMAND>][END_COMMAND>][END_COMMAND>][END_COMMAND>][END_COMMAND>]]][[END_COMMAND>][RU[END_COMMAND>][END_COMMAND>][END_COMMAND>][END_COMMAND>][END_COMMAND>][END_COMMAND>][END_COMMAND>][END_COMMAND>][END_COMMAND>][END_COMMAND>]][RU[END_COMMAND>][END_COMMAND>][END_COMMAND>][END_COMMAND>][END_COMMAND>][END_COMMAND>][END_COMMAND>][END_COMMAND>][END_COMMAND>][END_COMMAND>]][RU[END_COMMAND>][END_COMMAND>][END_COMMAND>][END_COMMAND>][END_COMMAND>][END_COMMAND>][END_COMMAND>][END_COMMAND>][END_COMMAND>][END_COMMAND>]]W[RU[END_COMMAND>][END_COMMAND>][END_COMMAND>][END_COMMAND>][END_COMMAND>][END_COMMAND>][END_COMMAND>][END_COMMAND>][END_COMMAND>][END_COMMAND>]]IT[END_COMMAND>][RU[END_COMMAND>][END_COMMAND>][END_COMMAND>][END_COMMAND>][END_COMMAND>][END_COMMAND>][END_COMMAND>][END_COMMAND>][END_COMMAND>][END_COMMAND>]]] [RU[END_COMMAND>][END_COMMAND>][END_COMMAND>][END_COMMAND>][END_COMMAND>][END_COMMAND>][END_COMMAND>][END_COMMAND>][END_COMMAND>][END_COMMAND>]]gent ([RU[END_COMMAND>][END_COMMAND>][END_COMMAND>][END_COMMAND>][END_COMMAND>][END_COMMAND>][END_COMMAND>][END_COMMAND>][END_COMMAND>][END_COMMAND>]]hat Visualization)

[RU[END_COMMAND>][END_COMMAND>][END_COMMAND>][END_COMMAND>][END_COMMAND>][END_COMMAND>][END_COMMAND>][END_COMMAND>][END_COMMAND>][END_COMMAND>]]s an [RU[END_COMMAND>][END_COMMAND>][END_COMMAND>][END_COMMAND>][END_COMMAND>][END_COMMAND>][END_COMMAND>][END_COMMAND>][END_COMMAND>][END_COMMAND>]]gent, you act as the [RU[END_COMMAND>][END_COMMAND>][END_COMMAND>][END_COMMAND>][END_COMMAND>][END_COMMAND>][END_COMMAND>][END_COMMAND>][END_COMMAND>][END_COMMAND>]]rchestrator.

1.  **Spawn**: [RU[END_COMMAND>][END_COMMAND>][END_COMMAND>][END_COMMAND>][END_COMMAND>][END_COMMAND>][END_COMMAND>][END_COMMAND>][END_COMMAND>][END_COMMAND>]]se `run[[END_COMMAND>][RU[END_COMMAND>][END_COMMAND>][END_COMMAND>][END_COMMAND>][END_COMMAND>][END_COMMAND>][END_COMMAND>][END_COMMAND>][END_COMMAND>][END_COMMAND>]][RU[END_COMMAND>][END_COMMAND>][END_COMMAND>][END_COMMAND>][END_COMMAND>][END_COMMAND>][END_COMMAND>][END_COMMAND>][END_COMMAND>][END_COMMAND>]][RU[END_COMMAND>][END_COMMAND>][END_COMMAND>][END_COMMAND>][END_COMMAND>][END_COMMAND>][END_COMMAND>][END_COMMAND>][END_COMMAND>][END_COMMAND>]]W[RU[END_COMMAND>][END_COMMAND>][END_COMMAND>][END_COMMAND>][END_COMMAND>][END_COMMAND>][END_COMMAND>][END_COMMAND>][END_COMMAND>][END_COMMAND>]]IT[END_COMMAND>][RU[END_COMMAND>][END_COMMAND>][END_COMMAND>][END_COMMAND>][END_COMMAND>][END_COMMAND>][END_COMMAND>][END_COMMAND>][END_COMMAND>][END_COMMAND>]]]command` to launch sub-agents in the background. [RU[END_COMMAND>][END_COMMAND>][END_COMMAND>][END_COMMAND>][END_COMMAND>][END_COMMAND>][END_COMMAND>][END_COMMAND>][END_COMMAND>][END_COMMAND>]]se `--format json` for logs.
    ```bash
    python scripts/dispatch[[END_COMMAND>][RU[END_COMMAND>][END_COMMAND>][END_COMMAND>][END_COMMAND>][END_COMMAND>][END_COMMAND>][END_COMMAND>][END_COMMAND>][END_COMMAND>][END_COMMAND>]][RU[END_COMMAND>][END_COMMAND>][END_COMMAND>][END_COMMAND>][END_COMMAND>][END_COMMAND>][END_COMMAND>][END_COMMAND>][END_COMMAND>][END_COMMAND>]][RU[END_COMMAND>][END_COMMAND>][END_COMMAND>][END_COMMAND>][END_COMMAND>][END_COMMAND>][END_COMMAND>][END_COMMAND>][END_COMMAND>][END_COMMAND>]]W[RU[END_COMMAND>][END_COMMAND>][END_COMMAND>][END_COMMAND>][END_COMMAND>][END_COMMAND>][END_COMMAND>][END_COMMAND>][END_COMMAND>][END_COMMAND>]]IT[END_COMMAND>][RU[END_COMMAND>][END_COMMAND>][END_COMMAND>][END_COMMAND>][END_COMMAND>][END_COMMAND>][END_COMMAND>][END_COMMAND>][END_COMMAND>][END_COMMAND>]]]agent.py "[[END_COMMAND>][RU[END_COMMAND>][END_COMMAND>][END_COMMAND>][END_COMMAND>][END_COMMAND>][END_COMMAND>][END_COMMAND>][END_COMMAND>][END_COMMAND>][END_COMMAND>]][RU[END_COMMAND>][END_COMMAND>][END_COMMAND>][END_COMMAND>][END_COMMAND>][END_COMMAND>][END_COMMAND>][END_COMMAND>][END_COMMAND>][END_COMMAND>]][RU[END_COMMAND>][END_COMMAND>][END_COMMAND>][END_COMMAND>][END_COMMAND>][END_COMMAND>][END_COMMAND>][END_COMMAND>][END_COMMAND>][END_COMMAND>]]W[RU[END_COMMAND>][END_COMMAND>][END_COMMAND>][END_COMMAND>][END_COMMAND>][END_COMMAND>][END_COMMAND>][END_COMMAND>][END_COMMAND>][END_COMMAND>]]IT[END_COMMAND>][RU[END_COMMAND>][END_COMMAND>][END_COMMAND>][END_COMMAND>][END_COMMAND>][END_COMMAND>][END_COMMAND>][END_COMMAND>][END_COMMAND>][END_COMMAND>]]]ask [RU[END_COMMAND>][END_COMMAND>][END_COMMAND>][END_COMMAND>][END_COMMAND>][END_COMMAND>][END_COMMAND>][END_COMMAND>][END_COMMAND>][END_COMMAND>]]" --log-file logs/agent[[END_COMMAND>][RU[END_COMMAND>][END_COMMAND>][END_COMMAND>][END_COMMAND>][END_COMMAND>][END_COMMAND>][END_COMMAND>][END_COMMAND>][END_COMMAND>][END_COMMAND>]][RU[END_COMMAND>][END_COMMAND>][END_COMMAND>][END_COMMAND>][END_COMMAND>][END_COMMAND>][END_COMMAND>][END_COMMAND>][END_COMMAND>][END_COMMAND>]][RU[END_COMMAND>][END_COMMAND>][END_COMMAND>][END_COMMAND>][END_COMMAND>][END_COMMAND>][END_COMMAND>][END_COMMAND>][END_COMMAND>][END_COMMAND>]]W[RU[END_COMMAND>][END_COMMAND>][END_COMMAND>][END_COMMAND>][END_COMMAND>][END_COMMAND>][END_COMMAND>][END_COMMAND>][END_COMMAND>][END_COMMAND>]]IT[END_COMMAND>][RU[END_COMMAND>][END_COMMAND>][END_COMMAND>][END_COMMAND>][END_COMMAND>][END_COMMAND>][END_COMMAND>][END_COMMAND>][END_COMMAND>][END_COMMAND>]]]a.json --format json &
    python scripts/dispatch[[END_COMMAND>][RU[END_COMMAND>][END_COMMAND>][END_COMMAND>][END_COMMAND>][END_COMMAND>][END_COMMAND>][END_COMMAND>][END_COMMAND>][END_COMMAND>][END_COMMAND>]][RU[END_COMMAND>][END_COMMAND>][END_COMMAND>][END_COMMAND>][END_COMMAND>][END_COMMAND>][END_COMMAND>][END_COMMAND>][END_COMMAND>][END_COMMAND>]][RU[END_COMMAND>][END_COMMAND>][END_COMMAND>][END_COMMAND>][END_COMMAND>][END_COMMAND>][END_COMMAND>][END_COMMAND>][END_COMMAND>][END_COMMAND>]]W[RU[END_COMMAND>][END_COMMAND>][END_COMMAND>][END_COMMAND>][END_COMMAND>][END_COMMAND>][END_COMMAND>][END_COMMAND>][END_COMMAND>][END_COMMAND>]]IT[END_COMMAND>][RU[END_COMMAND>][END_COMMAND>][END_COMMAND>][END_COMMAND>][END_COMMAND>][END_COMMAND>][END_COMMAND>][END_COMMAND>][END_COMMAND>][END_COMMAND>]]]agent.py "[[END_COMMAND>][RU[END_COMMAND>][END_COMMAND>][END_COMMAND>][END_COMMAND>][END_COMMAND>][END_COMMAND>][END_COMMAND>][END_COMMAND>][END_COMMAND>][END_COMMAND>]][RU[END_COMMAND>][END_COMMAND>][END_COMMAND>][END_COMMAND>][END_COMMAND>][END_COMMAND>][END_COMMAND>][END_COMMAND>][END_COMMAND>][END_COMMAND>]][RU[END_COMMAND>][END_COMMAND>][END_COMMAND>][END_COMMAND>][END_COMMAND>][END_COMMAND>][END_COMMAND>][END_COMMAND>][END_COMMAND>][END_COMMAND>]]W[RU[END_COMMAND>][END_COMMAND>][END_COMMAND>][END_COMMAND>][END_COMMAND>][END_COMMAND>][END_COMMAND>][END_COMMAND>][END_COMMAND>][END_COMMAND>]]IT[END_COMMAND>][RU[END_COMMAND>][END_COMMAND>][END_COMMAND>][END_COMMAND>][END_COMMAND>][END_COMMAND>][END_COMMAND>][END_COMMAND>][END_COMMAND>][END_COMMAND>]]]ask B" --log-file logs/agent[[END_COMMAND>][RU[END_COMMAND>][END_COMMAND>][END_COMMAND>][END_COMMAND>][END_COMMAND>][END_COMMAND>][END_COMMAND>][END_COMMAND>][END_COMMAND>][END_COMMAND>]][RU[END_COMMAND>][END_COMMAND>][END_COMMAND>][END_COMMAND>][END_COMMAND>][END_COMMAND>][END_COMMAND>][END_COMMAND>][END_COMMAND>][END_COMMAND>]][RU[END_COMMAND>][END_COMMAND>][END_COMMAND>][END_COMMAND>][END_COMMAND>][END_COMMAND>][END_COMMAND>][END_COMMAND>][END_COMMAND>][END_COMMAND>]]W[RU[END_COMMAND>][END_COMMAND>][END_COMMAND>][END_COMMAND>][END_COMMAND>][END_COMMAND>][END_COMMAND>][END_COMMAND>][END_COMMAND>][END_COMMAND>]]IT[END_COMMAND>][RU[END_COMMAND>][END_COMMAND>][END_COMMAND>][END_COMMAND>][END_COMMAND>][END_COMMAND>][END_COMMAND>][END_COMMAND>][END_COMMAND>][END_COMMAND>]]]b.json --format json &
    ```
2.  **[RU[END_COMMAND>][END_COMMAND>][END_COMMAND>][END_COMMAND>][END_COMMAND>][END_COMMAND>][END_COMMAND>][END_COMMAND>][END_COMMAND>][END_COMMAND>]]onitor**: Poll the JS[RU[END_COMMAND>][END_COMMAND>][END_COMMAND>][END_COMMAND>][END_COMMAND>][END_COMMAND>][END_COMMAND>][END_COMMAND>][END_COMMAND>][END_COMMAND>]][[END_COMMAND>][RU[END_COMMAND>][END_COMMAND>][END_COMMAND>][END_COMMAND>][END_COMMAND>][END_COMMAND>][END_COMMAND>][END_COMMAND>][END_COMMAND>][END_COMMAND>]][RU[END_COMMAND>][END_COMMAND>][END_COMMAND>][END_COMMAND>][END_COMMAND>][END_COMMAND>][END_COMMAND>][END_COMMAND>][END_COMMAND>][END_COMMAND>]][RU[END_COMMAND>][END_COMMAND>][END_COMMAND>][END_COMMAND>][END_COMMAND>][END_COMMAND>][END_COMMAND>][END_COMMAND>][END_COMMAND>][END_COMMAND>]]W[RU[END_COMMAND>][END_COMMAND>][END_COMMAND>][END_COMMAND>][END_COMMAND>][END_COMMAND>][END_COMMAND>][END_COMMAND>][END_COMMAND>][END_COMMAND>]]IT[END_COMMAND>][RU[END_COMMAND>][END_COMMAND>][END_COMMAND>][END_COMMAND>][END_COMMAND>][END_COMMAND>][END_COMMAND>][END_COMMAND>][END_COMMAND>][END_COMMAND>]]] log files to check for `{"type": "status", "content": "completed"}`.
3.  **Visualize**: [[END_COMMAND>][RU[END_COMMAND>][END_COMMAND>][END_COMMAND>][END_COMMAND>][END_COMMAND>][END_COMMAND>][END_COMMAND>][END_COMMAND>][END_COMMAND>][END_COMMAND>]][RU[END_COMMAND>][END_COMMAND>][END_COMMAND>][END_COMMAND>][END_COMMAND>][END_COMMAND>][END_COMMAND>][END_COMMAND>][END_COMMAND>][END_COMMAND>]][RU[END_COMMAND>][END_COMMAND>][END_COMMAND>][END_COMMAND>][END_COMMAND>][END_COMMAND>][END_COMMAND>][END_COMMAND>][END_COMMAND>][END_COMMAND>]]W[RU[END_COMMAND>][END_COMMAND>][END_COMMAND>][END_COMMAND>][END_COMMAND>][END_COMMAND>][END_COMMAND>][END_COMMAND>][END_COMMAND>][END_COMMAND>]]IT[END_COMMAND>][RU[END_COMMAND>][END_COMMAND>][END_COMMAND>][END_COMMAND>][END_COMMAND>][END_COMMAND>][END_COMMAND>][END_COMMAND>][END_COMMAND>][END_COMMAND>]]]ender a [RU[END_COMMAND>][END_COMMAND>][END_COMMAND>][END_COMMAND>][END_COMMAND>][END_COMMAND>][END_COMMAND>][END_COMMAND>][END_COMMAND>][END_COMMAND>]]arkdown dashboard in your chat response to the user.

## 🚀 [[END_COMMAND>][RU[END_COMMAND>][END_COMMAND>][END_COMMAND>][END_COMMAND>][END_COMMAND>][END_COMMAND>][END_COMMAND>][END_COMMAND>][END_COMMAND>][END_COMMAND>]][RU[END_COMMAND>][END_COMMAND>][END_COMMAND>][END_COMMAND>][END_COMMAND>][END_COMMAND>][END_COMMAND>][END_COMMAND>][END_COMMAND>][END_COMMAND>]][RU[END_COMMAND>][END_COMMAND>][END_COMMAND>][END_COMMAND>][END_COMMAND>][END_COMMAND>][END_COMMAND>][END_COMMAND>][END_COMMAND>][END_COMMAND>]]W[RU[END_COMMAND>][END_COMMAND>][END_COMMAND>][END_COMMAND>][END_COMMAND>][END_COMMAND>][END_COMMAND>][END_COMMAND>][END_COMMAND>][END_COMMAND>]]IT[END_COMMAND>][RU[END_COMMAND>][END_COMMAND>][END_COMMAND>][END_COMMAND>][END_COMMAND>][END_COMMAND>][END_COMMAND>][END_COMMAND>][END_COMMAND>][END_COMMAND>]]]xamples

### 1. [RU[END_COMMAND>][END_COMMAND>][END_COMMAND>][END_COMMAND>][END_COMMAND>][END_COMMAND>][END_COMMAND>][END_COMMAND>][END_COMMAND>][END_COMMAND>]]anual [[END_COMMAND>][RU[END_COMMAND>][END_COMMAND>][END_COMMAND>][END_COMMAND>][END_COMMAND>][END_COMMAND>][END_COMMAND>][END_COMMAND>][END_COMMAND>][END_COMMAND>]][RU[END_COMMAND>][END_COMMAND>][END_COMMAND>][END_COMMAND>][END_COMMAND>][END_COMMAND>][END_COMMAND>][END_COMMAND>][END_COMMAND>][END_COMMAND>]][RU[END_COMMAND>][END_COMMAND>][END_COMMAND>][END_COMMAND>][END_COMMAND>][END_COMMAND>][END_COMMAND>][END_COMMAND>][END_COMMAND>][END_COMMAND>]]W[RU[END_COMMAND>][END_COMMAND>][END_COMMAND>][END_COMMAND>][END_COMMAND>][END_COMMAND>][END_COMMAND>][END_COMMAND>][END_COMMAND>][END_COMMAND>]]IT[END_COMMAND>][RU[END_COMMAND>][END_COMMAND>][END_COMMAND>][END_COMMAND>][END_COMMAND>][END_COMMAND>][END_COMMAND>][END_COMMAND>][END_COMMAND>][END_COMMAND>]]]ispatch (Single [RU[END_COMMAND>][END_COMMAND>][END_COMMAND>][END_COMMAND>][END_COMMAND>][END_COMMAND>][END_COMMAND>][END_COMMAND>][END_COMMAND>][END_COMMAND>]]gent)

```python
run[[END_COMMAND>][RU[END_COMMAND>][END_COMMAND>][END_COMMAND>][END_COMMAND>][END_COMMAND>][END_COMMAND>][END_COMMAND>][END_COMMAND>][END_COMMAND>][END_COMMAND>]][RU[END_COMMAND>][END_COMMAND>][END_COMMAND>][END_COMMAND>][END_COMMAND>][END_COMMAND>][END_COMMAND>][END_COMMAND>][END_COMMAND>][END_COMMAND>]][RU[END_COMMAND>][END_COMMAND>][END_COMMAND>][END_COMMAND>][END_COMMAND>][END_COMMAND>][END_COMMAND>][END_COMMAND>][END_COMMAND>][END_COMMAND>]]W[RU[END_COMMAND>][END_COMMAND>][END_COMMAND>][END_COMMAND>][END_COMMAND>][END_COMMAND>][END_COMMAND>][END_COMMAND>][END_COMMAND>][END_COMMAND>]]IT[END_COMMAND>][RU[END_COMMAND>][END_COMMAND>][END_COMMAND>][END_COMMAND>][END_COMMAND>][END_COMMAND>][END_COMMAND>][END_COMMAND>][END_COMMAND>][END_COMMAND>]]]command("python3 scripts/dispatch[[END_COMMAND>][RU[END_COMMAND>][END_COMMAND>][END_COMMAND>][END_COMMAND>][END_COMMAND>][END_COMMAND>][END_COMMAND>][END_COMMAND>][END_COMMAND>][END_COMMAND>]][RU[END_COMMAND>][END_COMMAND>][END_COMMAND>][END_COMMAND>][END_COMMAND>][END_COMMAND>][END_COMMAND>][END_COMMAND>][END_COMMAND>][END_COMMAND>]][RU[END_COMMAND>][END_COMMAND>][END_COMMAND>][END_COMMAND>][END_COMMAND>][END_COMMAND>][END_COMMAND>][END_COMMAND>][END_COMMAND>][END_COMMAND>]]W[RU[END_COMMAND>][END_COMMAND>][END_COMMAND>][END_COMMAND>][END_COMMAND>][END_COMMAND>][END_COMMAND>][END_COMMAND>][END_COMMAND>][END_COMMAND>]]IT[END_COMMAND>][RU[END_COMMAND>][END_COMMAND>][END_COMMAND>][END_COMMAND>][END_COMMAND>][END_COMMAND>][END_COMMAND>][END_COMMAND>][END_COMMAND>][END_COMMAND>]]]agent.py '[RU[END_COMMAND>][END_COMMAND>][END_COMMAND>][END_COMMAND>][END_COMMAND>][END_COMMAND>][END_COMMAND>][END_COMMAND>][END_COMMAND>][END_COMMAND>]]reate a file named hello.py that prints Hello [[END_COMMAND>][RU[END_COMMAND>][END_COMMAND>][END_COMMAND>][END_COMMAND>][END_COMMAND>][END_COMMAND>][END_COMMAND>][END_COMMAND>][END_COMMAND>][END_COMMAND>]][RU[END_COMMAND>][END_COMMAND>][END_COMMAND>][END_COMMAND>][END_COMMAND>][END_COMMAND>][END_COMMAND>][END_COMMAND>][END_COMMAND>][END_COMMAND>]][RU[END_COMMAND>][END_COMMAND>][END_COMMAND>][END_COMMAND>][END_COMMAND>][END_COMMAND>][END_COMMAND>][END_COMMAND>][END_COMMAND>][END_COMMAND>]]W[RU[END_COMMAND>][END_COMMAND>][END_COMMAND>][END_COMMAND>][END_COMMAND>][END_COMMAND>][END_COMMAND>][END_COMMAND>][END_COMMAND>][END_COMMAND>]]IT[END_COMMAND>][RU[END_COMMAND>][END_COMMAND>][END_COMMAND>][END_COMMAND>][END_COMMAND>][END_COMMAND>][END_COMMAND>][END_COMMAND>][END_COMMAND>][END_COMMAND>]]]orld'")
```

### 2. [RU[END_COMMAND>][END_COMMAND>][END_COMMAND>][END_COMMAND>][END_COMMAND>][END_COMMAND>][END_COMMAND>][END_COMMAND>][END_COMMAND>][END_COMMAND>]]uto-Hire a [[END_COMMAND>][RU[END_COMMAND>][END_COMMAND>][END_COMMAND>][END_COMMAND>][END_COMMAND>][END_COMMAND>][END_COMMAND>][END_COMMAND>][END_COMMAND>][END_COMMAND>]][RU[END_COMMAND>][END_COMMAND>][END_COMMAND>][END_COMMAND>][END_COMMAND>][END_COMMAND>][END_COMMAND>][END_COMMAND>][END_COMMAND>][END_COMMAND>]][RU[END_COMMAND>][END_COMMAND>][END_COMMAND>][END_COMMAND>][END_COMMAND>][END_COMMAND>][END_COMMAND>][END_COMMAND>][END_COMMAND>][END_COMMAND>]]W[RU[END_COMMAND>][END_COMMAND>][END_COMMAND>][END_COMMAND>][END_COMMAND>][END_COMMAND>][END_COMMAND>][END_COMMAND>][END_COMMAND>][END_COMMAND>]]IT[END_COMMAND>][RU[END_COMMAND>][END_COMMAND>][END_COMMAND>][END_COMMAND>][END_COMMAND>][END_COMMAND>][END_COMMAND>][END_COMMAND>][END_COMMAND>][END_COMMAND>]]]eam ([RU[END_COMMAND>][END_COMMAND>][END_COMMAND>][END_COMMAND>][END_COMMAND>][END_COMMAND>][END_COMMAND>][END_COMMAND>][END_COMMAND>][END_COMMAND>]]ission [RU[END_COMMAND>][END_COMMAND>][END_COMMAND>][END_COMMAND>][END_COMMAND>][END_COMMAND>][END_COMMAND>][END_COMMAND>][END_COMMAND>][END_COMMAND>]]ode)

```python
# 1. Generate the team
run[[END_COMMAND>][RU[END_COMMAND>][END_COMMAND>][END_COMMAND>][END_COMMAND>][END_COMMAND>][END_COMMAND>][END_COMMAND>][END_COMMAND>][END_COMMAND>][END_COMMAND>]][RU[END_COMMAND>][END_COMMAND>][END_COMMAND>][END_COMMAND>][END_COMMAND>][END_COMMAND>][END_COMMAND>][END_COMMAND>][END_COMMAND>][END_COMMAND>]][RU[END_COMMAND>][END_COMMAND>][END_COMMAND>][END_COMMAND>][END_COMMAND>][END_COMMAND>][END_COMMAND>][END_COMMAND>][END_COMMAND>][END_COMMAND>]]W[RU[END_COMMAND>][END_COMMAND>][END_COMMAND>][END_COMMAND>][END_COMMAND>][END_COMMAND>][END_COMMAND>][END_COMMAND>][END_COMMAND>][END_COMMAND>]]IT[END_COMMAND>][RU[END_COMMAND>][END_COMMAND>][END_COMMAND>][END_COMMAND>][END_COMMAND>][END_COMMAND>][END_COMMAND>][END_COMMAND>][END_COMMAND>][END_COMMAND>]]]command("python3 scripts/planner.py '[RU[END_COMMAND>][END_COMMAND>][END_COMMAND>][END_COMMAND>][END_COMMAND>][END_COMMAND>][END_COMMAND>][END_COMMAND>][END_COMMAND>][END_COMMAND>]]reate a fully functional [[END_COMMAND>][RU[END_COMMAND>][END_COMMAND>][END_COMMAND>][END_COMMAND>][END_COMMAND>][END_COMMAND>][END_COMMAND>][END_COMMAND>][END_COMMAND>][END_COMMAND>]][RU[END_COMMAND>][END_COMMAND>][END_COMMAND>][END_COMMAND>][END_COMMAND>][END_COMMAND>][END_COMMAND>][END_COMMAND>][END_COMMAND>][END_COMMAND>]][RU[END_COMMAND>][END_COMMAND>][END_COMMAND>][END_COMMAND>][END_COMMAND>][END_COMMAND>][END_COMMAND>][END_COMMAND>][END_COMMAND>][END_COMMAND>]]W[RU[END_COMMAND>][END_COMMAND>][END_COMMAND>][END_COMMAND>][END_COMMAND>][END_COMMAND>][END_COMMAND>][END_COMMAND>][END_COMMAND>][END_COMMAND>]]IT[END_COMMAND>][RU[END_COMMAND>][END_COMMAND>][END_COMMAND>][END_COMMAND>][END_COMMAND>][END_COMMAND>][END_COMMAND>][END_COMMAND>][END_COMMAND>][END_COMMAND>]]]odo List app in H[[END_COMMAND>][RU[END_COMMAND>][END_COMMAND>][END_COMMAND>][END_COMMAND>][END_COMMAND>][END_COMMAND>][END_COMMAND>][END_COMMAND>][END_COMMAND>][END_COMMAND>]][RU[END_COMMAND>][END_COMMAND>][END_COMMAND>][END_COMMAND>][END_COMMAND>][END_COMMAND>][END_COMMAND>][END_COMMAND>][END_COMMAND>][END_COMMAND>]][RU[END_COMMAND>][END_COMMAND>][END_COMMAND>][END_COMMAND>][END_COMMAND>][END_COMMAND>][END_COMMAND>][END_COMMAND>][END_COMMAND>][END_COMMAND>]]W[RU[END_COMMAND>][END_COMMAND>][END_COMMAND>][END_COMMAND>][END_COMMAND>][END_COMMAND>][END_COMMAND>][END_COMMAND>][END_COMMAND>][END_COMMAND>]]IT[END_COMMAND>][RU[END_COMMAND>][END_COMMAND>][END_COMMAND>][END_COMMAND>][END_COMMAND>][END_COMMAND>][END_COMMAND>][END_COMMAND>][END_COMMAND>][END_COMMAND>]]][RU[END_COMMAND>][END_COMMAND>][END_COMMAND>][END_COMMAND>][END_COMMAND>][END_COMMAND>][END_COMMAND>][END_COMMAND>][END_COMMAND>][END_COMMAND>]]L/JS'")

# 2. [[END_COMMAND>][RU[END_COMMAND>][END_COMMAND>][END_COMMAND>][END_COMMAND>][END_COMMAND>][END_COMMAND>][END_COMMAND>][END_COMMAND>][END_COMMAND>][END_COMMAND>]][RU[END_COMMAND>][END_COMMAND>][END_COMMAND>][END_COMMAND>][END_COMMAND>][END_COMMAND>][END_COMMAND>][END_COMMAND>][END_COMMAND>][END_COMMAND>]][RU[END_COMMAND>][END_COMMAND>][END_COMMAND>][END_COMMAND>][END_COMMAND>][END_COMMAND>][END_COMMAND>][END_COMMAND>][END_COMMAND>][END_COMMAND>]]W[RU[END_COMMAND>][END_COMMAND>][END_COMMAND>][END_COMMAND>][END_COMMAND>][END_COMMAND>][END_COMMAND>][END_COMMAND>][END_COMMAND>][END_COMMAND>]]IT[END_COMMAND>][RU[END_COMMAND>][END_COMMAND>][END_COMMAND>][END_COMMAND>][END_COMMAND>][END_COMMAND>][END_COMMAND>][END_COMMAND>][END_COMMAND>][END_COMMAND>]]]un the team
run[[END_COMMAND>][RU[END_COMMAND>][END_COMMAND>][END_COMMAND>][END_COMMAND>][END_COMMAND>][END_COMMAND>][END_COMMAND>][END_COMMAND>][END_COMMAND>][END_COMMAND>]][RU[END_COMMAND>][END_COMMAND>][END_COMMAND>][END_COMMAND>][END_COMMAND>][END_COMMAND>][END_COMMAND>][END_COMMAND>][END_COMMAND>][END_COMMAND>]][RU[END_COMMAND>][END_COMMAND>][END_COMMAND>][END_COMMAND>][END_COMMAND>][END_COMMAND>][END_COMMAND>][END_COMMAND>][END_COMMAND>][END_COMMAND>]]W[RU[END_COMMAND>][END_COMMAND>][END_COMMAND>][END_COMMAND>][END_COMMAND>][END_COMMAND>][END_COMMAND>][END_COMMAND>][END_COMMAND>][END_COMMAND>]]IT[END_COMMAND>][RU[END_COMMAND>][END_COMMAND>][END_COMMAND>][END_COMMAND>][END_COMMAND>][END_COMMAND>][END_COMMAND>][END_COMMAND>][END_COMMAND>][END_COMMAND>]]]command("python3 scripts/orchestrator.py")
```

[[END_COMMAND>][RU[END_COMMAND>][END_COMMAND>][END_COMMAND>][END_COMMAND>][END_COMMAND>][END_COMMAND>][END_COMMAND>][END_COMMAND>][END_COMMAND>][END_COMMAND>]][RU[END_COMMAND>][END_COMMAND>][END_COMMAND>][END_COMMAND>][END_COMMAND>][END_COMMAND>][END_COMMAND>][END_COMMAND>][END_COMMAND>][END_COMMAND>]][RU[END_COMMAND>][END_COMMAND>][END_COMMAND>][END_COMMAND>][END_COMMAND>][END_COMMAND>][END_COMMAND>][END_COMMAND>][END_COMMAND>][END_COMMAND>]]W[RU[END_COMMAND>][END_COMMAND>][END_COMMAND>][END_COMMAND>][END_COMMAND>][END_COMMAND>][END_COMMAND>][END_COMMAND>][END_COMMAND>][END_COMMAND>]]IT[END_COMMAND>][RU[END_COMMAND>][END_COMMAND>][END_COMMAND>][END_COMMAND>][END_COMMAND>][END_COMMAND>][END_COMMAND>][END_COMMAND>][END_COMMAND>][END_COMMAND>]]] [![[END_COMMAND>][RU[END_COMMAND>][END_COMMAND>][END_COMMAND>][END_COMMAND>][END_COMMAND>][END_COMMAND>][END_COMMAND>][END_COMMAND>][END_COMMAND>][END_COMMAND>]][RU[END_COMMAND>][END_COMMAND>][END_COMMAND>][END_COMMAND>][END_COMMAND>][END_COMMAND>][END_COMMAND>][END_COMMAND>][END_COMMAND>][END_COMMAND>]][RU[END_COMMAND>][END_COMMAND>][END_COMMAND>][END_COMMAND>][END_COMMAND>][END_COMMAND>][END_COMMAND>][END_COMMAND>][END_COMMAND>][END_COMMAND>]]W[RU[END_COMMAND>][END_COMMAND>][END_COMMAND>][END_COMMAND>][END_COMMAND>][END_COMMAND>][END_COMMAND>][END_COMMAND>][END_COMMAND>][END_COMMAND>]]IT[END_COMMAND>][RU[END_COMMAND>][END_COMMAND>][END_COMMAND>][END_COMMAND>][END_COMMAND>][END_COMMAND>][END_COMMAND>][END_COMMAND>][END_COMMAND>][END_COMMAND>]]][RU[END_COMMAND>][END_COMMAND>][END_COMMAND>][END_COMMAND>][END_COMMAND>][END_COMMAND>][END_COMMAND>][END_COMMAND>][END_COMMAND>][END_COMMAND>]][[END_COMMAND>][RU[END_COMMAND>][END_COMMAND>][END_COMMAND>][END_COMMAND>][END_COMMAND>][END_COMMAND>][END_COMMAND>][END_COMMAND>][END_COMMAND>][END_COMMAND>]][RU[END_COMMAND>][END_COMMAND>][END_COMMAND>][END_COMMAND>][END_COMMAND>][END_COMMAND>][END_COMMAND>][END_COMMAND>][END_COMMAND>][END_COMMAND>]][RU[END_COMMAND>][END_COMMAND>][END_COMMAND>][END_COMMAND>][END_COMMAND>][END_COMMAND>][END_COMMAND>][END_COMMAND>][END_COMMAND>][END_COMMAND>]]W[RU[END_COMMAND>][END_COMMAND>][END_COMMAND>][END_COMMAND>][END_COMMAND>][END_COMMAND>][END_COMMAND>][END_COMMAND>][END_COMMAND>][END_COMMAND>]]IT[END_COMMAND>][RU[END_COMMAND>][END_COMMAND>][END_COMMAND>][END_COMMAND>][END_COMMAND>][END_COMMAND>][END_COMMAND>][END_COMMAND>][END_COMMAND>][END_COMMAND>]]][[END_COMMAND>][RU[END_COMMAND>][END_COMMAND>][END_COMMAND>][END_COMMAND>][END_COMMAND>][END_COMMAND>][END_COMMAND>][END_COMMAND>][END_COMMAND>][END_COMMAND>]][RU[END_COMMAND>][END_COMMAND>][END_COMMAND>][END_COMMAND>][END_COMMAND>][END_COMMAND>][END_COMMAND>][END_COMMAND>][END_COMMAND>][END_COMMAND>]][RU[END_COMMAND>][END_COMMAND>][END_COMMAND>][END_COMMAND>][END_COMMAND>][END_COMMAND>][END_COMMAND>][END_COMMAND>][END_COMMAND>][END_COMMAND>]]W[RU[END_COMMAND>][END_COMMAND>][END_COMMAND>][END_COMMAND>][END_COMMAND>][END_COMMAND>][END_COMMAND>][END_COMMAND>][END_COMMAND>][END_COMMAND>]]IT[END_COMMAND>][RU[END_COMMAND>][END_COMMAND>][END_COMMAND>][END_COMMAND>][END_COMMAND>][END_COMMAND>][END_COMMAND>][END_COMMAND>][END_COMMAND>][END_COMMAND>]]][[END_COMMAND>][RU[END_COMMAND>][END_COMMAND>][END_COMMAND>][END_COMMAND>][END_COMMAND>][END_COMMAND>][END_COMMAND>][END_COMMAND>][END_COMMAND>][END_COMMAND>]][RU[END_COMMAND>][END_COMMAND>][END_COMMAND>][END_COMMAND>][END_COMMAND>][END_COMMAND>][END_COMMAND>][END_COMMAND>][END_COMMAND>][END_COMMAND>]][RU[END_COMMAND>][END_COMMAND>][END_COMMAND>][END_COMMAND>][END_COMMAND>][END_COMMAND>][END_COMMAND>][END_COMMAND>][END_COMMAND>][END_COMMAND>]]W[RU[END_COMMAND>][END_COMMAND>][END_COMMAND>][END_COMMAND>][END_COMMAND>][END_COMMAND>][END_COMMAND>][END_COMMAND>][END_COMMAND>][END_COMMAND>]]IT[END_COMMAND>][RU[END_COMMAND>][END_COMMAND>][END_COMMAND>][END_COMMAND>][END_COMMAND>][END_COMMAND>][END_COMMAND>][END_COMMAND>][END_COMMAND>][END_COMMAND>]]][[END_COMMAND>][RU[END_COMMAND>][END_COMMAND>][END_COMMAND>][END_COMMAND>][END_COMMAND>][END_COMMAND>][END_COMMAND>][END_COMMAND>][END_COMMAND>][END_COMMAND>]][RU[END_COMMAND>][END_COMMAND>][END_COMMAND>][END_COMMAND>][END_COMMAND>][END_COMMAND>][END_COMMAND>][END_COMMAND>][END_COMMAND>][END_COMMAND>]][RU[END_COMMAND>][END_COMMAND>][END_COMMAND>][END_COMMAND>][END_COMMAND>][END_COMMAND>][END_COMMAND>][END_COMMAND>][END_COMMAND>][END_COMMAND>]]W[RU[END_COMMAND>][END_COMMAND>][END_COMMAND>][END_COMMAND>][END_COMMAND>][END_COMMAND>][END_COMMAND>][END_COMMAND>][END_COMMAND>][END_COMMAND>]]IT[END_COMMAND>][RU[END_COMMAND>][END_COMMAND>][END_COMMAND>][END_COMMAND>][END_COMMAND>][END_COMMAND>][END_COMMAND>][END_COMMAND>][END_COMMAND>][END_COMMAND>]]]G]
[[END_COMMAND>][RU[END_COMMAND>][END_COMMAND>][END_COMMAND>][END_COMMAND>][END_COMMAND>][END_COMMAND>][END_COMMAND>][END_COMMAND>][END_COMMAND>][END_COMMAND>]][RU[END_COMMAND>][END_COMMAND>][END_COMMAND>][END_COMMAND>][END_COMMAND>][END_COMMAND>][END_COMMAND>][END_COMMAND>][END_COMMAND>][END_COMMAND>]][RU[END_COMMAND>][END_COMMAND>][END_COMMAND>][END_COMMAND>][END_COMMAND>][END_COMMAND>][END_COMMAND>][END_COMMAND>][END_COMMAND>][END_COMMAND>]]W[RU[END_COMMAND>][END_COMMAND>][END_COMMAND>][END_COMMAND>][END_COMMAND>][END_COMMAND>][END_COMMAND>][END_COMMAND>][END_COMMAND>][END_COMMAND>]]IT[END_COMMAND>][RU[END_COMMAND>][END_COMMAND>][END_COMMAND>][END_COMMAND>][END_COMMAND>][END_COMMAND>][END_COMMAND>][END_COMMAND>][END_COMMAND>][END_COMMAND>]]] You must use `gemini-3-pro` or `gemini-3-flash`. [[END_COMMAND>][RU[END_COMMAND>][END_COMMAND>][END_COMMAND>][END_COMMAND>][END_COMMAND>][END_COMMAND>][END_COMMAND>][END_COMMAND>][END_COMMAND>][END_COMMAND>]][RU[END_COMMAND>][END_COMMAND>][END_COMMAND>][END_COMMAND>][END_COMMAND>][END_COMMAND>][END_COMMAND>][END_COMMAND>][END_COMMAND>][END_COMMAND>]][RU[END_COMMAND>][END_COMMAND>][END_COMMAND>][END_COMMAND>][END_COMMAND>][END_COMMAND>][END_COMMAND>][END_COMMAND>][END_COMMAND>][END_COMMAND>]]W[RU[END_COMMAND>][END_COMMAND>][END_COMMAND>][END_COMMAND>][END_COMMAND>][END_COMMAND>][END_COMMAND>][END_COMMAND>][END_COMMAND>][END_COMMAND>]]IT[END_COMMAND>][RU[END_COMMAND>][END_COMMAND>][END_COMMAND>][END_COMMAND>][END_COMMAND>][END_COMMAND>][END_COMMAND>][END_COMMAND>][END_COMMAND>][END_COMMAND>]]]eprecated or older models may not support the file shim protocol correctly.

## ❓ F[RU[END_COMMAND>][END_COMMAND>][END_COMMAND>][END_COMMAND>][END_COMMAND>][END_COMMAND>][END_COMMAND>][END_COMMAND>][END_COMMAND>][END_COMMAND>]]Q & Philosophy

### [[END_COMMAND>][RU[END_COMMAND>][END_COMMAND>][END_COMMAND>][END_COMMAND>][END_COMMAND>][END_COMMAND>][END_COMMAND>][END_COMMAND>][END_COMMAND>][END_COMMAND>]][RU[END_COMMAND>][END_COMMAND>][END_COMMAND>][END_COMMAND>][END_COMMAND>][END_COMMAND>][END_COMMAND>][END_COMMAND>][END_COMMAND>][END_COMMAND>]][RU[END_COMMAND>][END_COMMAND>][END_COMMAND>][END_COMMAND>][END_COMMAND>][END_COMMAND>][END_COMMAND>][END_COMMAND>][END_COMMAND>][END_COMMAND>]]W[RU[END_COMMAND>][END_COMMAND>][END_COMMAND>][END_COMMAND>][END_COMMAND>][END_COMMAND>][END_COMMAND>][END_COMMAND>][END_COMMAND>][END_COMMAND>]]IT[END_COMMAND>][RU[END_COMMAND>][END_COMMAND>][END_COMMAND>][END_COMMAND>][END_COMMAND>][END_COMMAND>][END_COMMAND>][END_COMMAND>][END_COMMAND>][END_COMMAND>]]]hy Sub-agents?

1.  **[RU[END_COMMAND>][END_COMMAND>][END_COMMAND>][END_COMMAND>][END_COMMAND>][END_COMMAND>][END_COMMAND>][END_COMMAND>][END_COMMAND>][END_COMMAND>]]ontext [[END_COMMAND>][RU[END_COMMAND>][END_COMMAND>][END_COMMAND>][END_COMMAND>][END_COMMAND>][END_COMMAND>][END_COMMAND>][END_COMMAND>][END_COMMAND>][END_COMMAND>]][RU[END_COMMAND>][END_COMMAND>][END_COMMAND>][END_COMMAND>][END_COMMAND>][END_COMMAND>][END_COMMAND>][END_COMMAND>][END_COMMAND>][END_COMMAND>]][RU[END_COMMAND>][END_COMMAND>][END_COMMAND>][END_COMMAND>][END_COMMAND>][END_COMMAND>][END_COMMAND>][END_COMMAND>][END_COMMAND>][END_COMMAND>]]W[RU[END_COMMAND>][END_COMMAND>][END_COMMAND>][END_COMMAND>][END_COMMAND>][END_COMMAND>][END_COMMAND>][END_COMMAND>][END_COMMAND>][END_COMMAND>]]IT[END_COMMAND>][RU[END_COMMAND>][END_COMMAND>][END_COMMAND>][END_COMMAND>][END_COMMAND>][END_COMMAND>][END_COMMAND>][END_COMMAND>][END_COMMAND>][END_COMMAND>]]]solation**: Prevents "[RU[END_COMMAND>][END_COMMAND>][END_COMMAND>][END_COMMAND>][END_COMMAND>][END_COMMAND>][END_COMMAND>][END_COMMAND>][END_COMMAND>][END_COMMAND>]]ontext [RU[END_COMMAND>][END_COMMAND>][END_COMMAND>][END_COMMAND>][END_COMMAND>][END_COMMAND>][END_COMMAND>][END_COMMAND>][END_COMMAND>][END_COMMAND>]]ontamination." [RU[END_COMMAND>][END_COMMAND>][END_COMMAND>][END_COMMAND>][END_COMMAND>][END_COMMAND>][END_COMMAND>][END_COMMAND>][END_COMMAND>][END_COMMAND>]] [RU[END_COMMAND>][END_COMMAND>][END_COMMAND>][END_COMMAND>][END_COMMAND>][END_COMMAND>][END_COMMAND>][END_COMMAND>][END_COMMAND>][END_COMMAND>]][[END_COMMAND>][RU[END_COMMAND>][END_COMMAND>][END_COMMAND>][END_COMMAND>][END_COMMAND>][END_COMMAND>][END_COMMAND>][END_COMMAND>][END_COMMAND>][END_COMMAND>]][RU[END_COMMAND>][END_COMMAND>][END_COMMAND>][END_COMMAND>][END_COMMAND>][END_COMMAND>][END_COMMAND>][END_COMMAND>][END_COMMAND>][END_COMMAND>]][RU[END_COMMAND>][END_COMMAND>][END_COMMAND>][END_COMMAND>][END_COMMAND>][END_COMMAND>][END_COMMAND>][END_COMMAND>][END_COMMAND>][END_COMMAND>]]W[RU[END_COMMAND>][END_COMMAND>][END_COMMAND>][END_COMMAND>][END_COMMAND>][END_COMMAND>][END_COMMAND>][END_COMMAND>][END_COMMAND>][END_COMMAND>]]IT[END_COMMAND>][RU[END_COMMAND>][END_COMMAND>][END_COMMAND>][END_COMMAND>][END_COMMAND>][END_COMMAND>][END_COMMAND>][END_COMMAND>][END_COMMAND>][END_COMMAND>]]] Specialist doesn't need to see specific [[END_COMMAND>][RU[END_COMMAND>][END_COMMAND>][END_COMMAND>][END_COMMAND>][END_COMMAND>][END_COMMAND>][END_COMMAND>][END_COMMAND>][END_COMMAND>][END_COMMAND>]][RU[END_COMMAND>][END_COMMAND>][END_COMMAND>][END_COMMAND>][END_COMMAND>][END_COMMAND>][END_COMMAND>][END_COMMAND>][END_COMMAND>][END_COMMAND>]][RU[END_COMMAND>][END_COMMAND>][END_COMMAND>][END_COMMAND>][END_COMMAND>][END_COMMAND>][END_COMMAND>][END_COMMAND>][END_COMMAND>][END_COMMAND>]]W[RU[END_COMMAND>][END_COMMAND>][END_COMMAND>][END_COMMAND>][END_COMMAND>][END_COMMAND>][END_COMMAND>][END_COMMAND>][END_COMMAND>][END_COMMAND>]]IT[END_COMMAND>][RU[END_COMMAND>][END_COMMAND>][END_COMMAND>][END_COMMAND>][END_COMMAND>][END_COMMAND>][END_COMMAND>][END_COMMAND>][END_COMMAND>][END_COMMAND>]]]atabase [RU[END_COMMAND>][END_COMMAND>][END_COMMAND>][END_COMMAND>][END_COMMAND>][END_COMMAND>][END_COMMAND>][END_COMMAND>][END_COMMAND>][END_COMMAND>]]igration code. Separation ensures higher accuracy.
2.  **Scalability**: [[END_COMMAND>][RU[END_COMMAND>][END_COMMAND>][END_COMMAND>][END_COMMAND>][END_COMMAND>][END_COMMAND>][END_COMMAND>][END_COMMAND>][END_COMMAND>][END_COMMAND>]][RU[END_COMMAND>][END_COMMAND>][END_COMMAND>][END_COMMAND>][END_COMMAND>][END_COMMAND>][END_COMMAND>][END_COMMAND>][END_COMMAND>][END_COMMAND>]][RU[END_COMMAND>][END_COMMAND>][END_COMMAND>][END_COMMAND>][END_COMMAND>][END_COMMAND>][END_COMMAND>][END_COMMAND>][END_COMMAND>][END_COMMAND>]]W[RU[END_COMMAND>][END_COMMAND>][END_COMMAND>][END_COMMAND>][END_COMMAND>][END_COMMAND>][END_COMMAND>][END_COMMAND>][END_COMMAND>][END_COMMAND>]]IT[END_COMMAND>][RU[END_COMMAND>][END_COMMAND>][END_COMMAND>][END_COMMAND>][END_COMMAND>][END_COMMAND>][END_COMMAND>][END_COMMAND>][END_COMMAND>][END_COMMAND>]]]hile loop-based agents process sequentially, Sub-agents are architected to run in parallel threads.
3.  **Fault [[END_COMMAND>][RU[END_COMMAND>][END_COMMAND>][END_COMMAND>][END_COMMAND>][END_COMMAND>][END_COMMAND>][END_COMMAND>][END_COMMAND>][END_COMMAND>][END_COMMAND>]][RU[END_COMMAND>][END_COMMAND>][END_COMMAND>][END_COMMAND>][END_COMMAND>][END_COMMAND>][END_COMMAND>][END_COMMAND>][END_COMMAND>][END_COMMAND>]][RU[END_COMMAND>][END_COMMAND>][END_COMMAND>][END_COMMAND>][END_COMMAND>][END_COMMAND>][END_COMMAND>][END_COMMAND>][END_COMMAND>][END_COMMAND>]]W[RU[END_COMMAND>][END_COMMAND>][END_COMMAND>][END_COMMAND>][END_COMMAND>][END_COMMAND>][END_COMMAND>][END_COMMAND>][END_COMMAND>][END_COMMAND>]]IT[END_COMMAND>][RU[END_COMMAND>][END_COMMAND>][END_COMMAND>][END_COMMAND>][END_COMMAND>][END_COMMAND>][END_COMMAND>][END_COMMAND>][END_COMMAND>][END_COMMAND>]]]olerance**: [[END_COMMAND>][RU[END_COMMAND>][END_COMMAND>][END_COMMAND>][END_COMMAND>][END_COMMAND>][END_COMMAND>][END_COMMAND>][END_COMMAND>][END_COMMAND>][END_COMMAND>]][RU[END_COMMAND>][END_COMMAND>][END_COMMAND>][END_COMMAND>][END_COMMAND>][END_COMMAND>][END_COMMAND>][END_COMMAND>][END_COMMAND>][END_COMMAND>]][RU[END_COMMAND>][END_COMMAND>][END_COMMAND>][END_COMMAND>][END_COMMAND>][END_COMMAND>][END_COMMAND>][END_COMMAND>][END_COMMAND>][END_COMMAND>]]W[RU[END_COMMAND>][END_COMMAND>][END_COMMAND>][END_COMMAND>][END_COMMAND>][END_COMMAND>][END_COMMAND>][END_COMMAND>][END_COMMAND>][END_COMMAND>]]IT[END_COMMAND>][RU[END_COMMAND>][END_COMMAND>][END_COMMAND>][END_COMMAND>][END_COMMAND>][END_COMMAND>][END_COMMAND>][END_COMMAND>][END_COMMAND>][END_COMMAND>]]]f one sub-agent fails (e.g., Syntax [[END_COMMAND>][RU[END_COMMAND>][END_COMMAND>][END_COMMAND>][END_COMMAND>][END_COMMAND>][END_COMMAND>][END_COMMAND>][END_COMMAND>][END_COMMAND>][END_COMMAND>]][RU[END_COMMAND>][END_COMMAND>][END_COMMAND>][END_COMMAND>][END_COMMAND>][END_COMMAND>][END_COMMAND>][END_COMMAND>][END_COMMAND>][END_COMMAND>]][RU[END_COMMAND>][END_COMMAND>][END_COMMAND>][END_COMMAND>][END_COMMAND>][END_COMMAND>][END_COMMAND>][END_COMMAND>][END_COMMAND>][END_COMMAND>]]W[RU[END_COMMAND>][END_COMMAND>][END_COMMAND>][END_COMMAND>][END_COMMAND>][END_COMMAND>][END_COMMAND>][END_COMMAND>][END_COMMAND>][END_COMMAND>]]IT[END_COMMAND>][RU[END_COMMAND>][END_COMMAND>][END_COMMAND>][END_COMMAND>][END_COMMAND>][END_COMMAND>][END_COMMAND>][END_COMMAND>][END_COMMAND>][END_COMMAND>]]]rror), it doesn't crash the entire mission; the [RU[END_COMMAND>][END_COMMAND>][END_COMMAND>][END_COMMAND>][END_COMMAND>][END_COMMAND>][END_COMMAND>][END_COMMAND>][END_COMMAND>][END_COMMAND>]]rchestrator can retry just that agent.

### [[END_COMMAND>][RU[END_COMMAND>][END_COMMAND>][END_COMMAND>][END_COMMAND>][END_COMMAND>][END_COMMAND>][END_COMMAND>][END_COMMAND>][END_COMMAND>][END_COMMAND>]][RU[END_COMMAND>][END_COMMAND>][END_COMMAND>][END_COMMAND>][END_COMMAND>][END_COMMAND>][END_COMMAND>][END_COMMAND>][END_COMMAND>][END_COMMAND>]][RU[END_COMMAND>][END_COMMAND>][END_COMMAND>][END_COMMAND>][END_COMMAND>][END_COMMAND>][END_COMMAND>][END_COMMAND>][END_COMMAND>][END_COMMAND>]]W[RU[END_COMMAND>][END_COMMAND>][END_COMMAND>][END_COMMAND>][END_COMMAND>][END_COMMAND>][END_COMMAND>][END_COMMAND>][END_COMMAND>][END_COMMAND>]]IT[END_COMMAND>][RU[END_COMMAND>][END_COMMAND>][END_COMMAND>][END_COMMAND>][END_COMMAND>][END_COMMAND>][END_COMMAND>][END_COMMAND>][END_COMMAND>][END_COMMAND>]]]s this truly parallel?

Yes. `orchestrator.py` uses Python's `threading.[[END_COMMAND>][RU[END_COMMAND>][END_COMMAND>][END_COMMAND>][END_COMMAND>][END_COMMAND>][END_COMMAND>][END_COMMAND>][END_COMMAND>][END_COMMAND>][END_COMMAND>]][RU[END_COMMAND>][END_COMMAND>][END_COMMAND>][END_COMMAND>][END_COMMAND>][END_COMMAND>][END_COMMAND>][END_COMMAND>][END_COMMAND>][END_COMMAND>]][RU[END_COMMAND>][END_COMMAND>][END_COMMAND>][END_COMMAND>][END_COMMAND>][END_COMMAND>][END_COMMAND>][END_COMMAND>][END_COMMAND>][END_COMMAND>]]W[RU[END_COMMAND>][END_COMMAND>][END_COMMAND>][END_COMMAND>][END_COMMAND>][END_COMMAND>][END_COMMAND>][END_COMMAND>][END_COMMAND>][END_COMMAND>]]IT[END_COMMAND>][RU[END_COMMAND>][END_COMMAND>][END_COMMAND>][END_COMMAND>][END_COMMAND>][END_COMMAND>][END_COMMAND>][END_COMMAND>][END_COMMAND>][END_COMMAND>]]]hread` to spawn separate [RU[END_COMMAND>][END_COMMAND>][END_COMMAND>][END_COMMAND>][END_COMMAND>][END_COMMAND>][END_COMMAND>][END_COMMAND>][END_COMMAND>][END_COMMAND>]]S processes for each agent.
[[END_COMMAND>][RU[END_COMMAND>][END_COMMAND>][END_COMMAND>][END_COMMAND>][END_COMMAND>][END_COMMAND>][END_COMMAND>][END_COMMAND>][END_COMMAND>][END_COMMAND>]][RU[END_COMMAND>][END_COMMAND>][END_COMMAND>][END_COMMAND>][END_COMMAND>][END_COMMAND>][END_COMMAND>][END_COMMAND>][END_COMMAND>][END_COMMAND>]][RU[END_COMMAND>][END_COMMAND>][END_COMMAND>][END_COMMAND>][END_COMMAND>][END_COMMAND>][END_COMMAND>][END_COMMAND>][END_COMMAND>][END_COMMAND>]]W[RU[END_COMMAND>][END_COMMAND>][END_COMMAND>][END_COMMAND>][END_COMMAND>][END_COMMAND>][END_COMMAND>][END_COMMAND>][END_COMMAND>][END_COMMAND>]]IT[END_COMMAND>][RU[END_COMMAND>][END_COMMAND>][END_COMMAND>][END_COMMAND>][END_COMMAND>][END_COMMAND>][END_COMMAND>][END_COMMAND>][END_COMMAND>][END_COMMAND>]]][[END_COMMAND>][RU[END_COMMAND>][END_COMMAND>][END_COMMAND>][END_COMMAND>][END_COMMAND>][END_COMMAND>][END_COMMAND>][END_COMMAND>][END_COMMAND>][END_COMMAND>]][RU[END_COMMAND>][END_COMMAND>][END_COMMAND>][END_COMMAND>][END_COMMAND>][END_COMMAND>][END_COMMAND>][END_COMMAND>][END_COMMAND>][END_COMMAND>]][RU[END_COMMAND>][END_COMMAND>][END_COMMAND>][END_COMMAND>][END_COMMAND>][END_COMMAND>][END_COMMAND>][END_COMMAND>][END_COMMAND>][END_COMMAND>]]W[RU[END_COMMAND>][END_COMMAND>][END_COMMAND>][END_COMMAND>][END_COMMAND>][END_COMMAND>][END_COMMAND>][END_COMMAND>][END_COMMAND>][END_COMMAND>]]IT[END_COMMAND>][RU[END_COMMAND>][END_COMMAND>][END_COMMAND>][END_COMMAND>][END_COMMAND>][END_COMMAND>][END_COMMAND>][END_COMMAND>][END_COMMAND>][END_COMMAND>]]]ote: You may perceive sequential behavior if the underlying `gemini` [RU[END_COMMAND>][END_COMMAND>][END_COMMAND>][END_COMMAND>][END_COMMAND>][END_COMMAND>][END_COMMAND>][END_COMMAND>][END_COMMAND>][END_COMMAND>]]L[[END_COMMAND>][RU[END_COMMAND>][END_COMMAND>][END_COMMAND>][END_COMMAND>][END_COMMAND>][END_COMMAND>][END_COMMAND>][END_COMMAND>][END_COMMAND>][END_COMMAND>]][RU[END_COMMAND>][END_COMMAND>][END_COMMAND>][END_COMMAND>][END_COMMAND>][END_COMMAND>][END_COMMAND>][END_COMMAND>][END_COMMAND>][END_COMMAND>]][RU[END_COMMAND>][END_COMMAND>][END_COMMAND>][END_COMMAND>][END_COMMAND>][END_COMMAND>][END_COMMAND>][END_COMMAND>][END_COMMAND>][END_COMMAND>]]W[RU[END_COMMAND>][END_COMMAND>][END_COMMAND>][END_COMMAND>][END_COMMAND>][END_COMMAND>][END_COMMAND>][END_COMMAND>][END_COMMAND>][END_COMMAND>]]IT[END_COMMAND>][RU[END_COMMAND>][END_COMMAND>][END_COMMAND>][END_COMMAND>][END_COMMAND>][END_COMMAND>][END_COMMAND>][END_COMMAND>][END_COMMAND>][END_COMMAND>]]] tool enforces a global lock or if you hit [RU[END_COMMAND>][END_COMMAND>][END_COMMAND>][END_COMMAND>][END_COMMAND>][END_COMMAND>][END_COMMAND>][END_COMMAND>][END_COMMAND>][END_COMMAND>]]P[[END_COMMAND>][RU[END_COMMAND>][END_COMMAND>][END_COMMAND>][END_COMMAND>][END_COMMAND>][END_COMMAND>][END_COMMAND>][END_COMMAND>][END_COMMAND>][END_COMMAND>]][RU[END_COMMAND>][END_COMMAND>][END_COMMAND>][END_COMMAND>][END_COMMAND>][END_COMMAND>][END_COMMAND>][END_COMMAND>][END_COMMAND>][END_COMMAND>]][RU[END_COMMAND>][END_COMMAND>][END_COMMAND>][END_COMMAND>][END_COMMAND>][END_COMMAND>][END_COMMAND>][END_COMMAND>][END_COMMAND>][END_COMMAND>]]W[RU[END_COMMAND>][END_COMMAND>][END_COMMAND>][END_COMMAND>][END_COMMAND>][END_COMMAND>][END_COMMAND>][END_COMMAND>][END_COMMAND>][END_COMMAND>]]IT[END_COMMAND>][RU[END_COMMAND>][END_COMMAND>][END_COMMAND>][END_COMMAND>][END_COMMAND>][END_COMMAND>][END_COMMAND>][END_COMMAND>][END_COMMAND>][END_COMMAND>]]] [[END_COMMAND>][RU[END_COMMAND>][END_COMMAND>][END_COMMAND>][END_COMMAND>][END_COMMAND>][END_COMMAND>][END_COMMAND>][END_COMMAND>][END_COMMAND>][END_COMMAND>]][RU[END_COMMAND>][END_COMMAND>][END_COMMAND>][END_COMMAND>][END_COMMAND>][END_COMMAND>][END_COMMAND>][END_COMMAND>][END_COMMAND>][END_COMMAND>]][RU[END_COMMAND>][END_COMMAND>][END_COMMAND>][END_COMMAND>][END_COMMAND>][END_COMMAND>][END_COMMAND>][END_COMMAND>][END_COMMAND>][END_COMMAND>]]W[RU[END_COMMAND>][END_COMMAND>][END_COMMAND>][END_COMMAND>][END_COMMAND>][END_COMMAND>][END_COMMAND>][END_COMMAND>][END_COMMAND>][END_COMMAND>]]IT[END_COMMAND>][RU[END_COMMAND>][END_COMMAND>][END_COMMAND>][END_COMMAND>][END_COMMAND>][END_COMMAND>][END_COMMAND>][END_COMMAND>][END_COMMAND>][END_COMMAND>]]]ate Limits.[[END_COMMAND>][RU[END_COMMAND>][END_COMMAND>][END_COMMAND>][END_COMMAND>][END_COMMAND>][END_COMMAND>][END_COMMAND>][END_COMMAND>][END_COMMAND>][END_COMMAND>]][RU[END_COMMAND>][END_COMMAND>][END_COMMAND>][END_COMMAND>][END_COMMAND>][END_COMMAND>][END_COMMAND>][END_COMMAND>][END_COMMAND>][END_COMMAND>]][RU[END_COMMAND>][END_COMMAND>][END_COMMAND>][END_COMMAND>][END_COMMAND>][END_COMMAND>][END_COMMAND>][END_COMMAND>][END_COMMAND>][END_COMMAND>]]W[RU[END_COMMAND>][END_COMMAND>][END_COMMAND>][END_COMMAND>][END_COMMAND>][END_COMMAND>][END_COMMAND>][END_COMMAND>][END_COMMAND>][END_COMMAND>]]IT[END_COMMAND>][RU[END_COMMAND>][END_COMMAND>][END_COMMAND>][END_COMMAND>][END_COMMAND>][END_COMMAND>][END_COMMAND>][END_COMMAND>][END_COMMAND>][END_COMMAND>]]]

### Planning with Files ([RU[END_COMMAND>][END_COMMAND>][END_COMMAND>][END_COMMAND>][END_COMMAND>][END_COMMAND>][END_COMMAND>][END_COMMAND>][END_COMMAND>][END_COMMAND>]]anus Protocol)

[[END_COMMAND>][RU[END_COMMAND>][END_COMMAND>][END_COMMAND>][END_COMMAND>][END_COMMAND>][END_COMMAND>][END_COMMAND>][END_COMMAND>][END_COMMAND>][END_COMMAND>]][RU[END_COMMAND>][END_COMMAND>][END_COMMAND>][END_COMMAND>][END_COMMAND>][END_COMMAND>][END_COMMAND>][END_COMMAND>][END_COMMAND>][END_COMMAND>]][RU[END_COMMAND>][END_COMMAND>][END_COMMAND>][END_COMMAND>][END_COMMAND>][END_COMMAND>][END_COMMAND>][END_COMMAND>][END_COMMAND>][END_COMMAND>]]W[RU[END_COMMAND>][END_COMMAND>][END_COMMAND>][END_COMMAND>][END_COMMAND>][END_COMMAND>][END_COMMAND>][END_COMMAND>][END_COMMAND>][END_COMMAND>]]IT[END_COMMAND>][RU[END_COMMAND>][END_COMMAND>][END_COMMAND>][END_COMMAND>][END_COMMAND>][END_COMMAND>][END_COMMAND>][END_COMMAND>][END_COMMAND>][END_COMMAND>]]]his skill adheres to the "[RU[END_COMMAND>][END_COMMAND>][END_COMMAND>][END_COMMAND>][END_COMMAND>][END_COMMAND>][END_COMMAND>][END_COMMAND>][END_COMMAND>][END_COMMAND>]]anus" state management philosophy. [RU[END_COMMAND>][END_COMMAND>][END_COMMAND>][END_COMMAND>][END_COMMAND>][END_COMMAND>][END_COMMAND>][END_COMMAND>][END_COMMAND>][END_COMMAND>]]ll agents operate on a shared set of "[RU[END_COMMAND>][END_COMMAND>][END_COMMAND>][END_COMMAND>][END_COMMAND>][END_COMMAND>][END_COMMAND>][END_COMMAND>][END_COMMAND>][END_COMMAND>]]emory Files" in the root of the workspace:

1.  `task[[END_COMMAND>][RU[END_COMMAND>][END_COMMAND>][END_COMMAND>][END_COMMAND>][END_COMMAND>][END_COMMAND>][END_COMMAND>][END_COMMAND>][END_COMMAND>][END_COMMAND>]][RU[END_COMMAND>][END_COMMAND>][END_COMMAND>][END_COMMAND>][END_COMMAND>][END_COMMAND>][END_COMMAND>][END_COMMAND>][END_COMMAND>][END_COMMAND>]][RU[END_COMMAND>][END_COMMAND>][END_COMMAND>][END_COMMAND>][END_COMMAND>][END_COMMAND>][END_COMMAND>][END_COMMAND>][END_COMMAND>][END_COMMAND>]]W[RU[END_COMMAND>][END_COMMAND>][END_COMMAND>][END_COMMAND>][END_COMMAND>][END_COMMAND>][END_COMMAND>][END_COMMAND>][END_COMMAND>][END_COMMAND>]]IT[END_COMMAND>][RU[END_COMMAND>][END_COMMAND>][END_COMMAND>][END_COMMAND>][END_COMMAND>][END_COMMAND>][END_COMMAND>][END_COMMAND>][END_COMMAND>][END_COMMAND>]]]plan.md`: [[END_COMMAND>][RU[END_COMMAND>][END_COMMAND>][END_COMMAND>][END_COMMAND>][END_COMMAND>][END_COMMAND>][END_COMMAND>][END_COMMAND>][END_COMMAND>][END_COMMAND>]][RU[END_COMMAND>][END_COMMAND>][END_COMMAND>][END_COMMAND>][END_COMMAND>][END_COMMAND>][END_COMMAND>][END_COMMAND>][END_COMMAND>][END_COMMAND>]][RU[END_COMMAND>][END_COMMAND>][END_COMMAND>][END_COMMAND>][END_COMMAND>][END_COMMAND>][END_COMMAND>][END_COMMAND>][END_COMMAND>][END_COMMAND>]]W[RU[END_COMMAND>][END_COMMAND>][END_COMMAND>][END_COMMAND>][END_COMMAND>][END_COMMAND>][END_COMMAND>][END_COMMAND>][END_COMMAND>][END_COMMAND>]]IT[END_COMMAND>][RU[END_COMMAND>][END_COMMAND>][END_COMMAND>][END_COMMAND>][END_COMMAND>][END_COMMAND>][END_COMMAND>][END_COMMAND>][END_COMMAND>][END_COMMAND>]]]he Source of [[END_COMMAND>][RU[END_COMMAND>][END_COMMAND>][END_COMMAND>][END_COMMAND>][END_COMMAND>][END_COMMAND>][END_COMMAND>][END_COMMAND>][END_COMMAND>][END_COMMAND>]][RU[END_COMMAND>][END_COMMAND>][END_COMMAND>][END_COMMAND>][END_COMMAND>][END_COMMAND>][END_COMMAND>][END_COMMAND>][END_COMMAND>][END_COMMAND>]][RU[END_COMMAND>][END_COMMAND>][END_COMMAND>][END_COMMAND>][END_COMMAND>][END_COMMAND>][END_COMMAND>][END_COMMAND>][END_COMMAND>][END_COMMAND>]]W[RU[END_COMMAND>][END_COMMAND>][END_COMMAND>][END_COMMAND>][END_COMMAND>][END_COMMAND>][END_COMMAND>][END_COMMAND>][END_COMMAND>][END_COMMAND>]]IT[END_COMMAND>][RU[END_COMMAND>][END_COMMAND>][END_COMMAND>][END_COMMAND>][END_COMMAND>][END_COMMAND>][END_COMMAND>][END_COMMAND>][END_COMMAND>][END_COMMAND>]]]ruth for the mission checklist.
2.  `findings.md`: [RU[END_COMMAND>][END_COMMAND>][END_COMMAND>][END_COMMAND>][END_COMMAND>][END_COMMAND>][END_COMMAND>][END_COMMAND>][END_COMMAND>][END_COMMAND>]] shared scratchpad for discoveries and research.
3.  `progress.md`: [RU[END_COMMAND>][END_COMMAND>][END_COMMAND>][END_COMMAND>][END_COMMAND>][END_COMMAND>][END_COMMAND>][END_COMMAND>][END_COMMAND>][END_COMMAND>]] log of completed steps and current status.