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gsd-ai-integration-phase

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

Updated May 28, 2026
Search Tags:#workflow automation#AI development#AI design#AI system development#design contract
One-click install
npx skills add https://github.com/SensLiao/Claude-code-setting --skill gsd-ai-integration-phase-sensliao
Or copy as Structured Prompt for Agent▼
Please help me install this Agent Skill.
Skill: gsd-ai-integration-phase
Source: https://github.com/SensLiao/Claude-code-setting/tree/main/skills/gsd-ai-integration-phase
Command: npx skills add https://github.com/SensLiao/Claude-code-setting --skill gsd-ai-integration-phase-sensliao

SYSTEM DOCUMENTATION & REQUIREMENTS

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

What problem does it solve?

This Skill automates the generation of AI design contracts (AI-SPEC.md) for specified phases in 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 phases involving AI system development.
  • Workflow Orchestration: Orchestrates multiple steps, including framework selection, research, domain research, and evaluation strategy planning.
  • Use Case: When starting a new phase in AI system development, use this Skill to generate the necessary design contract, saving time and ensuring all necessary steps are covered.

Quick Start

Generate an AI design contract for phase 2 using the gsd-ai-integration-phase skill with the argument '2'.

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 a specific development phase?▼

Automate AI design contract generation by running this Skill with a phase number argument to orchestrate framework selection, research, and evaluation strategy planning, producing an AI-SPEC.md file.

What is an AI design contract and when do I need it for AI system development?▼

An AI design contract, output as AI-SPEC.md, specifies the framework, research, and evaluation strategy for an AI system development phase to reduce manual design effort.

How do I generate an AI-SPEC.md file for phase 2 of my AI system development?▼

Generate the AI-SPEC.md file by invoking the gsd-ai-integration-phase Skill with the argument '2' to trigger the automated multi-step workflow orchestration for that specific phase.

Does automated AI system design contract generation require external scripts or references?▼

Yes, automated AI design contract generation requires access to specified references and scripts within the environment to execute the workflow orchestration and evaluation strategy planning.

What steps are included in AI system design workflow automation?▼

AI system design workflow automation orchestrates framework selection, domain research, and evaluation strategy planning to comprehensively generate the phase-specific AI design contract.

Can I use automated design contract generation for any phase in AI system development?▼

You can use automated design contract generation for any specified phase by providing the corresponding phase number argument to trigger the workflow orchestration and AI-SPEC.md creation.

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