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

Subjects non-trivial decisions to fresh-context adversarial review, reconciles findings, and stops when the defined condition is met.

Tags

Updated: 2026-10-01

Capabilities

Typical Inputs

Typical Outputs

What this skill does

  • State the decision claim
  • Extract artifact and contract
  • Invoke fresh-context reviewer
  • Reconcile every review finding
  • Apply the stop condition
  • Offer cross-model review

Inputs

  • Decision claim
  • Reviewable artifact
  • Applicable contract
  • User cross-model choice

Outputs

  • Adversarial review findings
  • Reconciled finding classifications
  • Stop status
  • Cross-model review status

Requirements

  • Main-session orchestrator
  • Fresh-context reviewer
  • Subagent spawning capability
  • Interactive user authorization for external CLI

Source

  • Spec: SKILL.md

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adversarial review
decision verification
code review
risk assessment
software development
State the decision claim
Extract artifact and contract
Invoke fresh-context reviewer
Reconcile every review finding
Decision claim
Reviewable artifact
Applicable contract
Adversarial review findings
Reconciled finding classifications
Stop status