Searching protocol for "output-contract"
Create and edit TAKT facets with style guides.
Ensure Langfuse prompt schemas align.
Enforce universal policy and loop-safety.
Standardized PR findings contract for AI agents.
Ensure DAG node output contracts are met.
Build expert Claude subagents with skills.
Rigorously review code against specs.
Enforce strict sequential benchmarks with timing
Analyze code and craft focused, robust tests.
Orchestrate multi-agent workflows with TAKT.
Enterprise-grade Terraform for reusable, secure infra.
Guide end-to-end UAT with structured proof.