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repo-harness-chatgpt-bridge

Integrates ChatGPT planning with Codex execution for repo-harness workflows.

407|29|Updated Mar 19, 2026
Search Tags:#planning#Codex#execution#handoff#ChatGPT#repo-harness
One-click install
npx skills add https://github.com/Ancienttwo/repo-harness --skill repo-harness-chatgpt-bridge
Or copy as Structured Prompt for Agent▼
Please help me install this Agent Skill.
Skill: repo-harness-chatgpt-bridge
Source: https://github.com/Ancienttwo/repo-harness/tree/main/.agents/skills/repo-harness-chatgpt-bridge
Command: npx skills add https://github.com/Ancienttwo/repo-harness --skill repo-harness-chatgpt-bridge

SYSTEM DOCUMENTATION & REQUIREMENTS

💡 This Skill requires chatgpt, codex, repo-harness-cli, and includes scripts (resource) and references (resource) components.

What problem does it solve?

This Skill integrates ChatGPT planning with Codex execution for repo-harness, enabling seamless handoff and execution of planning artifacts.

Core Features & Use Cases

  • ChatGPT to Codex Handoff: Transfers planning artifacts from ChatGPT to Codex for execution.
  • Setup Mode: Configures local MCP server files and ChatGPT guide.
  • Planning Handoff Mode: Preserves the chain of idea -> PRD -> checklist Sprint -> Codex Goal.
  • Execution Mode: Local Codex reads and executes the referenced checklist Sprint.
  • Use Case: A project manager uses ChatGPT to outline a project plan and uses this Skill to hand it off to Codex for execution.

Quick Start

Use the repo-harness-chatgpt-bridge skill to execute the latest ChatGPT-generated Codex goal from .ai/harness/handoff/codex-goal.md.

Frequently Asked Questions about repo-harness-chatgpt-bridge

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

FAQPage Schema
How do I hand off ChatGPT planning artifacts to Codex for execution?▼

To hand off ChatGPT planning to Codex, use a bridge skill that transfers planning artifacts and configures a local MCP server. This enables seamless execution of your ChatGPT-generated project plans directly within Codex.

What is the idea to goal workflow when integrating ChatGPT with Codex?▼

The idea to goal workflow preserves the chain from idea to PRD to checklist Sprint to Codex Goal. It ensures planning artifacts generated in ChatGPT are structurally transferred and executed locally by Codex.

Do I need a local MCP server to execute ChatGPT plans in Codex?▼

Yes, a local MCP server is required. The setup mode configures the local MCP server files and ChatGPT guide necessary to facilitate the communication and execution handoff between ChatGPT and Codex.

How do I execute a ChatGPT-generated Codex goal from a local file?▼

You execute the latest ChatGPT-generated Codex goal by referencing the codex-goal.md file located in the .ai/harness/handoff/ directory. Local Codex reads and executes the referenced checklist Sprint directly.

Can I use ChatGPT and Codex integration for project management execution?▼

Yes, a project manager can use ChatGPT to outline a project plan and hand it off to Codex for execution. The integration transfers the planning artifacts to automate the execution of checklist sprints locally.

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