Searching protocol for "constraints.yaml"
Verify constraints with proofs and runtime checks.
Create clear, actionable project plans.
Guided scoping interview for job-search planning.
Manifest LeanOS artifact schemas.
Define guardrails for autonomous agent actions.
Design robust AI agents with clear prompts.
Define invariants and laws for robust systems.
Extract schemas to Starlake YAML quickly.
Build Gold layer tables from YAML designs.
Validate FAF format and YAML compliance.
Validate Claude Code subagents quality.
Automate Gold layer table creation & merge.