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doubt-driven-development - Adversarially review non-trivial decisions

Subjects non-trivial decisions to fresh-context adversarial review before accepting them, then reconciles findings and applies a stop condition.

Tags

Updated: 2026-10-01
adversarial reviewdecision verificationfresh-context reviewsoftware engineeringrisk assessment

Capabilities

Surface the decision claimExtract artifact and contractInvoke fresh-context reviewerReconcile review findings

Typical Inputs

Non-trivial decisionReviewable artifactArtifact contract

Typical Outputs

Adversarial review findingsReconciled finding classificationsCycle stop status

What this skill does

  • Surface the decision claim
  • Extract artifact and contract
  • Invoke fresh-context reviewer
  • Reconcile review findings
  • Apply cycle stop conditions
  • Offer cross-model review

Inputs

  • Non-trivial decision
  • Reviewable artifact
  • Artifact contract
  • Supporting evidence
  • User cross-model choice

Outputs

  • Adversarial review findings
  • Reconciled finding classifications
  • Cycle stop status
  • Cross-model review status

Requirements

  • Main-session orchestrator
  • Fresh-context reviewer spawning
  • Interactive user input for cross-model review
  • Authorized external CLI access for cross-model review

Source

  • Spec: SKILL.md

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