Loading skill
Install any skill in seconds. Free to start, no credit card required.
Get Started Free →Generate AI design contract (AI-SPEC.md) for phases that involve building AI systems — framework selection, implementation guidance from official docs, and evaluation strategy
| Test case | Without → With | Effect | Δ tokens | Δ turns |
|---|---|---|---|---|
| case-07 | ✗→✓ | ▲ Improved | -29% | 0% |
| case-09 | ✗→✓ | ▲ Improved | 91% | 0% |
| case-11 | ✗→✓ | ▲ Improved | -57% | 0% |
| case-12 | ✗→✓ | ▲ Improved | -67% | 0% |
| case-14 | ✗→✓ | ▲ Improved | -42% | 0% |
<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> @${CLAUDE_PLUGIN_ROOT}/workflows/ai-integration-phase.md @${CLAUDE_PLUGIN_ROOT}/references/ai-frameworks.md @${CLAUDE_PLUGIN_ROOT}/references/ai-evals.md </execution_context>
<context> Phase number: $ARGUMENTS — optional, auto-detects next unplanned phase if omitted. </context>
<process> Execute @${CLAUDE_PLUGIN_ROOT}/workflows/ai-integration-phase.md end-to-end. Preserve all workflow gates. </process>
Other measured skills in the registry, with their headline benchmark lift.