doubt-driven-development

What problem does it solve?

It reduces the chance of confidently taking the wrong non-trivial action by forcing adversarial verification of key decisions in fresh context.

Core Features & Use Cases

• Adversarial, issues-first review loop: Uses a checklist to drive a reviewer to find failure modes, hidden assumptions, and contract violations.
• Contract-focused extraction: Isolates the smallest reviewable artifact and a clear contract so the reviewer can validate without being biased by prior reasoning.
• Bounded escalation and reconciliation: Enforces stop conditions (trivial findings, limited cycles, or user override) and classifies findings by precedence so you act correctly.

Quick Start

Use doubt-driven-development before making a high-stakes code or architecture decision by asking the system to run a doubt cycle that extracts your artifact and contract, then performs an issues-only adversarial review and reconciles the findings.