Cross-verify findings with independent skeptics
adversarial_reviewworkflowsetup L3★10
shekohex/dotai ↗What it does
Cross-check review findings via independent skeptics
Best for
Quality gates where reducing false positives via skeptic consensus beats upfront filtering.
Inputs
- · task description
- · set of reviewers
- · consensus threshold
Outputs
- · findings + skeptic refutation verdicts
- · consensus findings
Requires
- · agent()
- · parallel()
- · schema validation
Preconditions
Workflow runtime; well-defined task; skeptic model access
Failure modes
- · Skeptics agree too often (groupthink)
- · Skeptics disagree on threshold (no consensus rule)
- · Finding too vague for skeptic to refute decisively
Trust signals
- · Independent skeptics cross-check findings
- · Consensus gate (not all skeptics agree)
- · Refutation verdicts tracked per finding