cyberneticlibrary

Audit presence claims against ground truth

presence-claims-auditworkflowsetup L21
saagpatel/GithubRepoAuditor
What it does

Audit documentation completeness claims

Best for

Verifying that docs genuinely document six key areas vs just existing as files

Inputs
  • · { generated_at, workspace_root, records, errors }
Outputs
  • · { cells[], perClaim[], report }
Requires
  • · multi-agent workflow execution
  • · parallel task coordination
  • · workflow phase tracking
Preconditions
  • · valid repo or workspace path
  • · schema validation framework
Failure modes
  • · agent failure / null slot
  • · failed results filtered silently
  • · caught exception → null
Trust signals
  • · explicit StructuredOutput schemas
  • · parallel barrier for race detection
  • · explicit verdict field
  • · confidence scoring
  • · named phase tracking
  • · null-filtering for fault tolerance
  • · explicit model selection