Skill 详情
doubt-driven-development
General engineering quality workflow applicable to app development.
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SKILL.md
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---
name: doubt-driven-development
description: 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.
---
# 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
- It asserts a property the type system or compiler cannot verify (thread safety, idempotence, ordering, invariants)
- Its correctness depends on context the future reader cannot see
- Its blast radius is irreversible (production deploy, data migration, public API change)
Apply the skill when:
- About to make an architectural decision under uncertainty
- About to commit non-trivial code
- About to claim a non-obvious fact ("this is safe", "this scales", "this matches the spec")
- Working in code you don't fully understand
**When NOT to use:**
- Mechanical operations (renaming, formatting, file moves)
- Following a clear, unambiguous user instruction
- Reading or summarizing existing code
- One-line changes with obvious correctness
- Pure tooling operations (running tests, listing files)
- The user has explicitly asked for speed over verification
If you doubt every keystroke, you ship nothing. The skill applies only to non-trivial decisions as defined above.
## Loading Constraints
This skill is designed for the **main-session orchestrator**, where Step 3 (DOUBT, detailed below) can spawn a fresh-context reviewer.
- **Do NOT add this skill to a persona's `skills:` frontmatter.** A persona that follows Step 3 would spawn another persona — the orchestration anti-pattern explicitly forbidden by `../../references/orchestration-patterns.md` ("personas do not invoke other personas").
- **If you find yourself applying this skill from inside a subagent context** (where Claude Code prevents nested subagent spawn): the preferred path is to surface to the user that doubt-driven cannot run nested and let the main session handle it. As a last resort only, a degraded self-questioning fallback exists — rewrite ARTIFACT + CONTRACT as a fresh self-prompt with a hard mental separator from your prior reasoning, and walk Steps 1–5. This is **not fresh-context review** (you carry your own context with you), so flag the result as degraded and prefer escalation whenever the user is reachable.
## The Process
Copy this checklist when applying the skill:
```
Doubt cycle:
- [ ] Step 1: CLAIM — wrote the claim + why-it-matters
- [ ] Step 2: EXTRACT — isolated artifact + contract, stripped reasoning
- [ ] Step 3: DOUBT — invoked fresh-context reviewer with adversarial prompt
- [ ] Step 4: RECONCILE — classified every finding against the artifact text
- [ ] Step 5: STOP — met stop condition (trivial findings, 3 cycles, or user override)
```
### Step 1: CLAIM — Surface what stands
Name the decision in two or three lines:
```
CLAIM: "The new caching layer is thread-safe under the
read-heavy workload described in the spec."
WHY THIS MATTERS: a race here corrupts user data and is
hard to detect in QA.
```
If you can't write the claim that compactly, you have a vibe, not a decision. Surface it before scrutinizing it.
### Step 2: EXTRACT — Smallest rev在 GitHub 阅读完整来源 (打开外部页面)