# Gsd AI Integration Phase

> Generate an AI-SPEC.md design contract for phases that involve building AI systems.

- Skill: `delorenj/gsd-ai-integration-phase-3` (Agent Skill)
- Install (CLI): `npx skillmds@latest add delorenj/gsd-ai-integration-phase-3`
- Raw SKILL.md: https://api.skillmd.com/api/skills/delorenj/gsd-ai-integration-phase-3/raw
- Safety review: pending
- Works with: Claude Code, Claude.ai, OpenAI Codex
- Category: Integrations & APIs
- Author: delorenj (https://skillmd.com/u/delorenj)
- Updated: 2026-09-17
- Page: https://skillmd.com/skills/delorenj/gsd-ai-integration-phase-3

---


<augment_skill_adapter>
## A. Skill Invocation
- This skill is invoked when the user mentions `gsd-ai-integration-phase` or describes a task matching this skill.
- Treat all user text after the skill mention as `{{GSD_ARGS}}`.
- If no arguments are present, treat `{{GSD_ARGS}}` as empty.

## B. User Prompting
When the workflow needs user input, prompt the user conversationally:
- Present options as a numbered list in your response text
- Ask the user to reply with their choice
- For multi-select, ask for comma-separated numbers

## C. Tool Usage
Use these Augment tools when executing GSD workflows:
- `launch-process` for running commands (terminal operations)
- `str-replace-editor` for editing existing files
- `view` for reading files and listing directories
- `save-file` for creating new files
- `grep` for searching code (or use MCP servers for advanced search)
- `web-search`, `web-fetch` for web queries
- `add_tasks`, `view_tasklist`, `update_tasks` for task management

## D. Subagent Spawning
When the workflow needs to spawn a subagent:
- Use the built-in subagent spawning capability
- Define agent prompts in `.augment/agents/` directory
</augment_skill_adapter>

<objective>
Create an AI design contract (AI-SPEC.md) for a phase involving AI system development.
Orchestrates gsd-framework-selector → gsd-ai-researcher → gsd-domain-researcher → gsd-eval-planner.
Flow: Select Framework → Research Docs → Research Domain → Design Eval Strategy → Done
</objective>

<execution_context>
@/home/delorenj/code/bhappy/.augment/get-shit-done/workflows/ai-integration-phase.md
@/home/delorenj/code/bhappy/.augment/get-shit-done/references/ai-frameworks.md
@/home/delorenj/code/bhappy/.augment/get-shit-done/references/ai-evals.md
</execution_context>

<context>
Phase number: {{GSD_ARGS}} — optional, auto-detects next unplanned phase if omitted.
</context>

<process>
Execute @/home/delorenj/code/bhappy/.augment/get-shit-done/workflows/ai-integration-phase.md end-to-end.
Preserve all workflow gates.
</process>