cyberneticlibrary

Review rule adherence with skeptics

gate-reviewworkflowsetup L20
Sheldon-92/TAD
What it does

Rule Adherence gate review: per-AC verifier agents + skeptic filter for false positives

Best for

Multi-dimensional acceptance criteria requiring independent per-AC verification.

Inputs
  • · structured data
Outputs
  • · verification report
Requires
  • · Claude Code agent runtime (parallel/fan-out)
  • · subagent execution
  • · JSON schema validation
Preconditions
  • · Artifact must conform to specified schema
  • · Claude Code workflow harness
Failure modes
  • · False positive from single-context review → skeptic phase required
  • · Agent returns data not matching schema → structured rejection
Trust signals
  • · Structured schema enforcement
  • · Adversarial cross-check phase
  • · Independent verification lens