doubt-driven-development

Subject software development decisions to adversarial review cycles to identify logic flaws.

Updated Apr 19, 2026

Search Tags:#architecture #debugging #quality-assurance #risk-management #code-review #adversarial

Ready to run

npx skills add https://github.com/dmarins/sdd --skill doubt-driven-development-dmarins

💬 Prompt for ChatGPT / Claude Chat▼

Please help me install this Agent Skill.
Skill: doubt-driven-development
Source: https://github.com/dmarins/sdd/tree/main/skills/doubt-driven-development
Command: npx skills add https://github.com/dmarins/sdd --skill doubt-driven-development-dmarins

SYSTEM DOCUMENTATION & REQUIREMENTS

💡 This Skill includes references (resource) components.

What problem does it solve?

This skill prevents costly errors in non-trivial development tasks by forcing an adversarial review of decisions before they are implemented, ensuring that confidence does not mask potential flaws.

Core Features & Use Cases

Adversarial Interrogation: Uses a context-isolated reviewer to challenge assumptions, identify edge cases, and expose hidden coupling.
Cross-Model Validation: Offers optional multi-model verification to capture blind spots inherent in single-model reasoning.
Use Case: When architecting a new thread-safe caching layer, use this skill to subject your design to a rigorous, adversarial critique before writing a single line of code.

Quick Start

Apply the doubt driven development skill to the current architectural decision regarding the new module integration.

Frequently Asked Questions about doubt-driven-development

High-intent search queries and answers about installing and using this skill.

FAQPage Schema

How does adversarial code review help find hidden risks in architecture decisions?▼

Adversarial code review isolates artifacts from reasoning and subjects them to independent critical evaluation cycles, exposing hidden coupling and logic flaws before irreversible code changes are implemented.

What is the best way to validate high-stakes architectural decisions before writing code?▼

Validating high-stakes architecture requires a five-step reconciliation process that challenges assumptions through adversarial interrogation, ensuring high-confidence outcomes for sensitive module integrations.

When should I use an adversarial review process for software development?▼

Use an adversarial review process for non-trivial, sensitive, or irreversible code changes where overconfidence may mask potential flaws, such as architecting a thread-safe caching layer.

Can I use cross-model verification to capture blind spots in risk management?▼

Cross-model verification offers optional multi-model evaluation to capture blind spots inherent in single-model reasoning during the adversarial review of complex software architecture.

What are the limitations of relying on standard code review for complex risk management?▼

Standard code review can mask potential flaws with false confidence; adversarial interrogation is necessary to identify edge cases and hidden coupling in sensitive development decisions.