planning-in-background

Coordinate parallel planning across Claude, Codex, and Gemini with auto-save.

1|Updated Feb 19, 2026
One-click install
npx skills add https://github.com/Open330/agt --skill planning-in-background
Or copy as Structured Prompt for Agent
Please help me install this Agent Skill.
Skill: planning-in-background
Source: https://github.com/Open330/agt/tree/main/agents/background-planner
Command: npx skills add https://github.com/Open330/agt --skill planning-in-background

SYSTEM DOCUMENTATION & REQUIREMENTS

What problem does it solve?

Orchestrates multi-LLM background planning with context-safe auto-save to prevent progress loss during long-running planning sessions.

Core Features & Use Cases

  • Parallel planning across Claude, Codex, and Gemini to generate diversified, aligned plans.
  • Auto-save per round outputs and background execution so work continues past context limits.
  • Simple workflow for initiating, tracking, and merging rounds when ready.

Quick Start

Start a multi-agent background plan by defining a topic and letting Claude, Codex, and Gemini run in parallel, saving results to the designated plan folder.

Frequently Asked Questions about planning-in-background

High-intent search queries and answers about installing and using this skill.

FAQPage Schema
How do I run multi-agent planning tasks in the background without losing progress when context limits are reached?

Multi-LLM parallel planning coordinates Claude, Codex, and Gemini to run simultaneously. Each agent generates diversified plans in parallel, saving outputs to designated plan folders for later merging and alignment.

How do I start parallel planning across Claude, Codex, and Gemini?

To start multi-agent background planning, define a topic and let Claude, Codex, and Gemini run in parallel. The workflow handles initiating, tracking, and merging rounds automatically, saving results to the designated plan folder.

Can I use this for long-running planning sessions that exceed a single LLM's context window?

Yes, this is designed for long-running planning tasks across Claude, Codex, and Gemini. It allows sessions to continue past individual context limits by implementing background execution and per-round plan files to preserve progress.

What is the best way to merge plans generated by multiple LLMs?

The best way to merge multi-LLM plans is through the provided workflow, which tracks parallel rounds and saves per-round outputs. You can safely merge these background results when the agents are ready.

Does background orchestration auto-save planning outputs automatically?

Yes, background orchestration implements auto-save for per-round outputs. This safe output management preserves progress automatically, preventing data loss during long-running parallel planning sessions.