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gepetto

Orchestrate multi-stage software implementation planning with research, interviews, and LLM review.

Updated Jul 24, 2026
Search Tags:#workflow#planning#architecture#specification#implementation#agentic
One-click install
npx skills add https://github.com/imMamdouhaboammar/kaku-chatgpt-harness --skill gepetto-immamdouhaboammar
Or copy as Structured Prompt for Agent▼
Please help me install this Agent Skill.
Skill: gepetto
Source: https://github.com/imMamdouhaboammar/kaku-chatgpt-harness/tree/main/.agents/skills/gepetto
Command: npx skills add https://github.com/imMamdouhaboammar/kaku-chatgpt-harness --skill gepetto-immamdouhaboammar

SYSTEM DOCUMENTATION & REQUIREMENTS

💡 This Skill includes references (resource) components.

What problem does it solve?

This Skill solves the friction of starting complex development projects by replacing vague, iterative prompting with a structured, multi-step planning process that ensures requirements are clear, reviewed, and ready for execution.

Core Features & Use Cases

  • Structured Planning Pipeline: Orchestrates research, stakeholder interviews, and multi-LLM reviews to build a comprehensive implementation roadmap.
  • Autonomous Sectioning: Automatically breaks down large plans into self-contained, parallel-ready implementation units.
  • Use Case: When you need to build a complex authentication system but only have a rough idea of the requirements, use this Skill to generate a battle-tested specification, external review feedback, and a complete task list for your coding agents.

Quick Start

Run the gepetto skill by providing the path to your markdown specification file to begin the research and planning process.

Frequently Asked Questions about gepetto

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

FAQPage Schema
How do I transform vague software ideas into robust implementation plans?▼

Implementation planning for complex software features requires orchestrating research, stakeholder interviews, and external LLM review to generate clear specifications and parallelized task breakdowns for autonomous execution.

What is the best way to break down complex feature development into autonomous execution units?▼

Breaking down complex feature development involves sectioning large architectural plans into self-contained, parallel-ready implementation units with mapped dependencies, ensuring autonomous execution readiness for coding agents.

How do I create architectural specifications for coding agents from rough requirements?▼

Creating architectural specifications from rough requirements requires a structured, multi-step pipeline that conducts stakeholder interviews and applies external LLM review to produce battle-tested specifications and complete task lists.

Can I use agentic workflow planning for edge-case analysis in complex authentication systems?▼

Agentic workflow planning supports complex authentication system development by applying a multi-stage process that ensures architectural clarity, performs edge-case analysis, and maps dependencies for self-contained implementation units.

What are the limitations of iterative prompting for complex software specification?▼

Iterative prompting for complex software specification introduces friction and lacks the structured, multi-step research and external review needed to ensure requirements are clear, reviewed, and ready for execution.

Do I need a markdown specification file to start the software implementation planning process?▼

Starting the software implementation planning process requires providing the path to a markdown specification file to initiate the research, stakeholder interviews, and multi-LLM review pipeline.

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