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gsd-ai-integration-phase

Generate AI-SPEC.md design contracts for AI system development phases.

Updated May 3, 2026
Search Tags:#project management#workflow automation#AI development#AI design#design contract
One-click install
npx skills add https://github.com/ThiagoVitale/endless-crystal --skill gsd-ai-integration-phase-thiagovitale
Or copy as Structured Prompt for Agent▼
Please help me install this Agent Skill.
Skill: gsd-ai-integration-phase
Source: https://github.com/ThiagoVitale/endless-crystal/tree/main/.codex/skills/gsd-ai-integration-phase
Command: npx skills add https://github.com/ThiagoVitale/endless-crystal --skill gsd-ai-integration-phase-thiagovitale

SYSTEM DOCUMENTATION & REQUIREMENTS

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

What problem does it solve?

This Skill automates the generation of AI-SPEC.md design contracts for phases involving AI system development, streamlining the process and reducing manual effort.

Core Features & Use Cases

  • AI Design Contract Generation: Automatically creates AI-SPEC.md design contracts for AI system development phases.
  • Workflow Orchestration: Orchestrates workflows across framework selection, domain research, and evaluation planning.
  • Use Case: Ideal for teams managing AI system development projects where a structured design contract is required to guide the project phases.

Quick Start

Generate an AI-SPEC.md design contract for the next AI system development phase by invoking the gsd-ai-integration-phase skill.

Frequently Asked Questions about gsd-ai-integration-phase

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

FAQPage Schema
How do I automate AI design contract generation for project phases?▼

You can automate AI design contract generation by orchestrating GSD workflows into Codex-compatible steps, which translates framework selection, domain research, and evaluation planning into a structured AI-SPEC.md file.

What is an AI-SPEC.md design contract and when do I need one?▼

An AI-SPEC.md design contract is a structured document that defines framework selection, domain research, and evaluation planning for AI system development phases. You need one to guide structured project execution.

Do I need Codex collaboration tools to generate AI-SPEC.md contracts?▼

Yes, generating AI-SPEC.md design contracts requires Codex collaboration tools and AI-specific references to properly orchestrate GSD workflows into Codex-compatible steps for AI system development phases.

How do I translate GSD workflows into Codex-compatible steps for AI development?▼

To translate GSD workflows into Codex-compatible steps, you orchestrate framework selection, domain research, and evaluation planning, automating the generation of an AI-SPEC.md design contract for each AI system development phase.

Can I use this workflow automation for non-AI system development phases?▼

No, this workflow automation is specifically designed for AI system development phases. It handles AI-specific tasks like framework selection, domain research, and evaluation planning to generate AI-SPEC.md design contracts.

What's the best way to structure evaluation planning in an AI design contract?▼

The best way to structure evaluation planning in an AI design contract is by orchestrating it alongside framework selection and domain research, translating these GSD workflow elements into a comprehensive AI-SPEC.md file.

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