cyberneticlibrary

Root-cause test failures via RCA

triage-eval-failureworkflowsetup L30
overthinkos/overthink
What it does

Apply inference rules to batch items

Best for

Draining a queue of similar tasks (PRP extractions, inference applications) in parallel.

Inputs
  • · Schema-validated inputs
  • · Workflow args/config
Outputs
  • · error: result
Requires
  • · Claude agents
Preconditions
  • · Sequential 3 phases declared upfront
Failure modes
  • · Agent output fails schema validation
  • · Parallel agents produce inconsistent output
Trust signals
  • · Adversarial verification phase verifies each finding
  • · Structured output validated against tight schemas
  • · Parallel agents with deduplication + synthesis
  • · Evidence (file:line, grep output, code quotes) required for findings
  • · Verification stage adversarially refutes each finding
  • · Agents labeled for traceability and phase accounting