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gsd-ai-integration-phase

Generate an AI-SPEC.md design contract for AI development phases.

1|Updated May 24, 2026
Search Tags:#ai integration#generate#phase planning#research orchestration#ai-spec#evaluation strategy#workflow gates
One-click install
npx skills add https://github.com/tinner-deinno/innova-skills-lib --skill gsd-ai-integration-phase-tinner-deinno
Or copy as Structured Prompt for Agent▼
Please help me install this Agent Skill.
Skill: gsd-ai-integration-phase
Source: https://github.com/tinner-deinno/innova-skills-lib/tree/main/core/gsd/gsd-ai-integration-phase
Command: npx skills add https://github.com/tinner-deinno/innova-skills-lib --skill gsd-ai-integration-phase-tinner-deinno

SYSTEM DOCUMENTATION & REQUIREMENTS

What problem does it solve?

It removes uncertainty and inconsistency in how AI system builds are planned by producing a structured AI-SPEC contract for each development phase.

Core Features & Use Cases

  • Phase-based AI design contracts: Creates an AI-SPEC.md for a specific phase number so teams can align on scope and deliverables.
  • Framework-guided integration workflow: Orchestrates selection of an AI framework, research of required docs, domain research, and evaluation strategy design.
  • End-to-end phase execution: Produces a complete design contract flow with preserved workflow gates for repeatable AI system development.

Example: When you’re planning the build phase for an AI feature in your product, generate an AI-SPEC.md that defines the evaluation strategy and research-backed design decisions for that phase.

Quick Start

Use gsd-ai-integration-phase to generate an AI-SPEC.md for phase 3 of your AI system development.

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 design contract for a specific development phase?▼

You can generate an AI-SPEC.md design contract by providing a phase number to an AI integration orchestration tool. It produces a structured document defining scope, deliverables, and evaluation strategy.

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

An AI-SPEC design contract is a structured markdown document that aligns teams on AI system scope and deliverables. You need one during phase planning to remove uncertainty and establish evaluation strategies.

How do I orchestrate research and evaluation strategy for AI feature planning?▼

You orchestrate AI feature planning by executing a framework-to-research-to-domain-to-eval workflow. This flow gathers required documentation, performs domain research, and designs an evaluation strategy before delivery.

Can I generate design contracts for different phases of an AI system build?▼

Yes, you can generate design contracts for different phases by optionally passing a phase number argument. This determines the next integration step and produces an AI-SPEC.md tailored to that specific development phase.

Does AI integration phase planning require a specific framework selection?▼

AI integration phase planning requires selecting an AI framework as the first workflow gate. This framework-guided approach ensures relevant documentation and domain research are gathered before producing the evaluation strategy.

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