doubt-driven-development

Name: doubt-driven-development
Availability: InStock
Author: j03fr0st

Review code changes with an adversarial reviewer focused on disproof.

Updated Jun 22, 2026

Search Tags:#code quality #code review #risk mitigation #correctness #adversarial review

Ready to run

npx skills add https://github.com/J03Fr0st/mithril --skill doubt-driven-development-j03fr0st

💬 Prompt for ChatGPT / Claude Chat▼

Please help me install this Agent Skill.
Skill: doubt-driven-development
Source: https://github.com/J03Fr0st/mithril/tree/main/skills/doubt-driven-development
Command: npx skills add https://github.com/J03Fr0st/mithril --skill doubt-driven-development-j03fr0st

SYSTEM DOCUMENTATION & REQUIREMENTS

💡 This Skill includes scripts (resource) components.

What problem does it solve?

This Skill facilitates the practice of ensuring correctness in code through adversarial reviews, helping to catch potential issues before they become costly mistakes.

Core Features & Use Cases

Adversarial Review: Offers a fresh-context reviewer to challenge non-trivial decisions.
Risk Mitigation: Helps to identify and mitigate risks in code changes, particularly in unfamiliar or high-stakes scenarios.
Use Case: For instance, before deploying a new feature, run the doubt-driven development skill to ensure that the code meets all necessary requirements and constraints.

Quick Start

Apply the doubt-driven development skill to a new code commit by running the command: doubt-commit.

Frequently Asked Questions about doubt-driven-development

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

FAQPage Schema

How does an adversarial code review work for non-trivial decisions?▼

An adversarial code review works by invoking a fresh-context reviewer focused on disproof rather than proof. This approach challenges non-trivial decisions to ensure correctness and identify potential issues in code changes.

When do I need to run an adversarial review on my code changes?▼

You need to run an adversarial review when dealing with non-trivial decisions, unfamiliar scenarios, or high-stakes code changes. It helps mitigate deployment risks by catching potential issues before they become costly mistakes.

How do I apply an adversarial review to a new code commit?▼

To apply an adversarial review to a new code commit, run the command `doubt-commit`. This invokes an adversarial reviewer to challenge your code changes and verify they meet all necessary requirements and constraints.

Can I use adversarial review for risk mitigation before deploying a new feature?▼

Yes, you can use adversarial review for risk mitigation before deploying a new feature. Running the review ensures your code meets necessary requirements and constraints, reducing the risk of deployment errors in high-stakes scenarios.

What is the difference between adversarial review and standard code review?▼

Adversarial review differs from standard code review by focusing on disproof rather than proof. It uses a fresh-context reviewer to actively challenge non-trivial decisions, enhancing correctness and mitigating risks in unfamiliar scenarios.