cyberneticlibrary

Design AI system integration contracts

gsd:ai-integration-phaseskillsetup L23,035
davepoon/buildwithclaude
What it does

Design AI system contracts with framework selection

Best for

Designing AI systems with framework selection and evaluation strategy when the phase involves LLM integration.

Inputs
  • · Phase number
Outputs
  • · AI-SPEC.md design contract
Requires
  • · Bash scripting
  • · git
  • · JSON/YAML processing
Preconditions

Phase directory exists; framework reference data available

Failure modes
  • · Framework not recognized → suggests research step
Trust signals
  • · Framework selection guided by docs
  • · Evaluation strategy from ai-evals reference