cyberneticlibrary

Synthesize expert opinions

lets-opinionworkflowsetup L25
restarter/lets-workflow
What it does

adversarially validate opinion

Best for

Orchestrating multi-stage parallel reviews with schema-enforced output and iterative refinement.

Inputs
  • · {codexOutput?, opencodeOutput?, priorRoundFindingCount?, roundNum?}
  • · [{file, count, diagPath}]
Outputs
  • · Unified diff patch
  • · Analysis report with recommendations
Requires
  • · Read tool
  • · Claude API (subagent)
Preconditions
  • · Data/context relevant to task
Failure modes
  • · Schema validation failure (agent output mismatch)
  • · Unable to parse freeform output (parse phase failure)
  • · Skeptic cannot verify claims (inconclusive verdict)
  • · Diff fails to apply cleanly
Trust signals
  • · JSON Schema validation enforced on every output
  • · Skeptic agent independently verifies claims