gsd-ai-integration-phase

name	gsd-ai-integration-phase
description	Generate an AI-SPEC.md design contract for phases that involve building AI systems.

<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>

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

<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>

Phase number: {{GSD_ARGS}} — optional, auto-detects next unplanned phase if omitted. Execute @/home/delorenj/code/bhappy/.augment/get-shit-done/workflows/ai-integration-phase.md end-to-end. Preserve all workflow gates.