approach-handbook-creator

Generate approach handbooks for AI coding harnesses from methodology inputs.

Updated Apr 30, 2026
One-click install
npx skills add https://github.com/zalman0813/gan-harness --skill approach-handbook-creator
Or copy as Structured Prompt for Agent
Please help me install this Agent Skill.
Skill: approach-handbook-creator
Source: https://github.com/zalman0813/gan-harness/tree/main/improver/setup-gan-harness-skills/iteration-1/eval-greenfield-cli/without_skill/outputs/.claude/skills/approach-handbook-creator
Command: npx skills add https://github.com/zalman0813/gan-harness --skill approach-handbook-creator

SYSTEM DOCUMENTATION & REQUIREMENTS

💡 This Skill includes scripts (resource) and references (resource) components.

What problem does it solve?

This Skill addresses the need for structured, methodology-driven handbooks that guide AI coding harness agents through specific design, testing, and architecture approaches.

Core Features & Use Cases

  • Methodology Distillation: Transforms qualitative rules and best practices into actionable handbooks.
  • Customization: Allows for the creation of handbooks tailored to specific methodologies and roles within the harness.
  • Loader Registration: Ensures that the created handbooks are correctly registered with the appropriate harness agents.

Quick Start

Create a new approach handbook for gan-harness by running the approach-handbook-creator skill and following the prompts to specify the methodology name, source, loaders, and scope.

Frequently Asked Questions about approach-handbook-creator

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

FAQPage Schema
How do I create a methodology handbook for AI coding harness agents?

You can generate a methodology handbook by providing the methodology name, source, loaders, and scope. The tool distills these qualitative rules into actionable design, testing, and architecture guidelines for harness agents.

What is methodology distillation for AI coding harnesses?

Methodology distillation transforms qualitative rules and best practices into structured, actionable handbooks. These handbooks guide AI coding harness agents through specific design, testing, and architecture approaches.

How do I register custom design guidelines with my AI harness loaders?

You register custom design guidelines by specifying the target loaders during the handbook creation process. This ensures the generated approach handbook is correctly registered with the appropriate AI harness agents.

Can I customize approach handbooks for specific roles within an AI coding harness?

Yes, you can customize approach handbooks for specific roles within the harness. The creation process allows tailoring handbooks to specific methodologies and roles by defining the methodology name, source, loaders, and scope.

What inputs do I need to generate an AI coding approach handbook?

You need to provide the methodology name, source, loaders, and scope. These inputs allow the system to distill methodologies into structured guidelines for your specific AI coding harness agents.