doubt-driven-development

仓库创建 2026年2月16日最近提交 22 小时前SkillHot 收录 20 天前

▸ 精选理由

适合高风险或安全敏感场景，提升决策健壮性。

这个 Skill 做什么

在关键决策前引入对抗性审查以发现隐藏假设与错误。

在重要决策前引入带对抗性的复审，用一个“怀疑者”在新上下文里刻意找反例，揭露被当成事实的隐藏假设和错误。适合速度不是第一位、正确性关键的场景，比如生产逻辑、安全敏感代码或重大不可逆操作。特点是偏向驳斥而不是批准，能提前把潜在致命漏洞挑出来。

▸ 展开 SKILL.md 英文原文

Subjects every non-trivial decision to a fresh-context adversarial review before it stands. Use when correctness matters more than speed, when working in unfamiliar code, when stakes are high (production, security-sensitive logic, irreversible operations), or any time a confident output would be cheaper to verify now than to debug later.

Skill 开发管理对抗性审查质量保障审慎通用

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SKILL.MD 节选查看完整文件 ↗

# Doubt-Driven Development

## Overview

A confident answer is not a correct one. Long sessions accumulate context that quietly turns assumptions into "facts" without anyone noticing. Doubt-driven development is the discipline of materializing a fresh-context reviewer — biased to **disprove**, not approve — before any non-trivial output stands.

This is not `/review`. `/review` is a verdict on a finished artifact. This is an in-flight posture: non-trivial decisions get cross-examined while course-correction is still cheap.

## When to Use

A decision is **non-trivial** when at least one of these is true:

- It introduces or modifies branching logic
- It crosses a module or service boundary
-

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