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gsd-ai-integration-phase

Generate AI-SPEC.md design contracts and orchestrate workflow tasks.

Updated Mar 23, 2026
Search Tags:#AI development#workflows#system development#AI-SPEC.md#AI contract
One-click install
npx skills add https://github.com/roycolumbia-code/claude-global-config --skill gsd-ai-integration-phase-roycolumbia-code
Or copy as Structured Prompt for Agent▼
Please help me install this Agent Skill.
Skill: gsd-ai-integration-phase
Source: https://github.com/roycolumbia-code/claude-global-config/tree/main/skills/_audit-disabled-20260706-1136/gsd-ai-integration-phase
Command: npx skills add https://github.com/roycolumbia-code/claude-global-config --skill gsd-ai-integration-phase-roycolumbia-code

SYSTEM DOCUMENTATION & REQUIREMENTS

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

What problem does it solve?

Streamlines the creation of AI-SPEC.md design contracts for AI system development phases, automating the orchestration of research and planning workflows.

Core Features & Use Cases

  • AI-SPEC.md Generation: Automates the production of AI-SPEC.md design contracts, which define the structure and scope of AI development phases.
  • Orchestrates Workflows: Coordinates multiple sub-tasks including framework selection, domain research, and evaluation planning.
  • Customization by Phase: Allows for optional input of phase numbers, or auto-detection of the next unplanned phase if omitted.
  • Use Case: For a project manager overseeing an AI integration phase, this skill simplifies the documentation process, ensuring a standardized and comprehensive AI-SPEC.md.

Quick Start

Generate the AI-SPEC.md contract for phase X by using the command: gsd-ai-integration-phase phase X.

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 generate an AI-SPEC.md contract for a specific system development phase?▼

To generate an AI-SPEC.md contract, use the command `gsd-ai-integration-phase phase X`, replacing X with your target phase number to automate the design contract creation process.

What is an AI-SPEC.md design contract used for in AI system development?▼

An AI-SPEC.md design contract defines the structure and scope of AI development phases, streamlining documentation by automating the orchestration of research, framework selection, and evaluation planning workflows.

Can I auto-detect the next unplanned phase when generating an AI-SPEC.md file?▼

Yes, you can auto-detect the next unplanned phase by omitting the phase number input, allowing the workflow to automatically identify and generate the AI-SPEC.md contract for the subsequent development stage.

Do I need a knowledge base to orchestrate AI research and planning workflows?▼

Yes, orchestrating these workflows requires an AI research and planning knowledge base to effectively coordinate sub-tasks like framework selection, domain research, and evaluation planning for AI-SPEC.md generation.

Does this workflow integrate with existing workflow management tools?▼

Yes, the process expects to handle structured data input and integrates with workflow management tools to automate the production of AI-SPEC.md design contracts for your system development phases.

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