gsd-ai-integration-phase

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

<cursor_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 Cursor tools when executing GSD workflows:

• Shell for running commands (terminal operations)
• StrReplace for editing existing files
• Read, Write, Glob, Grep, Task, WebSearch, WebFetch, TodoWrite as needed

D. Subagent Spawning

When the workflow needs to spawn a subagent:

• Use Task(subagent_type="generalPurpose", ...)
• The model parameter maps to Cursor's model options (e.g., "fast") </cursor_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> @/Users/zaneliu/Projects/open-source/cloud-cli-proxy/.cursor/get-shit-done/workflows/ai-integration-phase.md @/Users/zaneliu/Projects/open-source/cloud-cli-proxy/.cursor/get-shit-done/references/ai-frameworks.md @/Users/zaneliu/Projects/open-source/cloud-cli-proxy/.cursor/get-shit-done/references/ai-evals.md </execution_context>

Phase number: {{GSD_ARGS}} — optional, auto-detects next unplanned phase if omitted. Execute end-to-end. Preserve all workflow gates.