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想要文档优先的开发方法论时使用 — Stream Coding:先写清楚再写代码,80% 时间花在文档上

Skill by noobke

IndexedMIT★ 3
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Works with Claude Code, Claude apps, Codex, Cursor, Gemini CLI, GitHub Copilot, VS Code, OpenCode, Goose, Windsurf. Read the repository before you give any tool access to your data.

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想要文档优先的开发方法论时使用 — Stream Coding:先写清楚再写代码,80% 时间花在文档上

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What this skill can do and what it asks for, from its SKILL.md. Checked Oct 25, 2026.

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Network hosts it talks to 1

  • codeload.github.com · found in install command

Files it touches

  • ~/.claude/skills/stream-coding

What's inside

Skill name
stream-coding
Description
想要文档优先的开发方法论时使用 — Stream Coding:先写清楚再写代码,80% 时间花在文档上
License
MIT
Instructions
51 lines in SKILL.md · view on GitHub

Agent Skills spec issues

  • name: missing

Files (1)

  • SKILL.md

SKILL.md (first lines)

# Stream Coding — 文档优先开发

**核心理念:** "当代码失败时,修复 spec——不是代码。"

Stream Coding 是文档优先的方法论,让 AI 生成的代码具有确定性。

## 时间分配

- **40%** 战略思考(Phase 1)— 写代码前解决难题
- **40%** AI 就绪文档(Phase 2)— Spec 写完整到 AI 零决策
- **5%** 对抗审查(Phase 2.5)— 不同 AI 攻击 spec
- **10%** 执行(Phase 3)— 代码自动流出
- **5%** 质量(Phase 4)— 测试和验证

## 五个阶段

### Phase 1: 战略思考
回答 7 个问题:
1. 问题是什么?
2. 谁在用?
3. 成功标准是什么?
4. 有什么约束?
5. 有什么替代方案?
6. 最大风险是什么?
7. 最小可行方案是什么?

### Phase 2: AI 就绪文档
写确定性 spec:
- 每个功能的精确行为
- 输入/输出类型
- 错误语义
- 边界情况
- **零歧义** — 两个开发者读同一份 spec 应该写出相同代码

### Phase 2.5: 对抗审查
用不同 AI 攻击 spec,找到漏洞,修复后再写代码。

### Phase 3: 执行
Spec → 代码。AI 按 spec 生成,不做决策。

### Phase 4: 质量
- 验证 spec 中的每个需求
- 运行测试
- 手动抽查

## 红线

**绝不在 spec 未完成时写代码。**
**绝不手动修改代码而不更新 spec。**(会产生 Divergence — 技术债务)

From noobke/reasonix-skills, MIT.

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Last commit (this folder)
May 28, 2026 (5 months ago)

From GitHub (fetched Oct 24, 2026).

Details

License
MIT
First seen
Oct 24, 2026
Last checked
Oct 24, 2026

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stream-coding skill. Agent Mart. https://agentmart.dev/skills/noobke-stream-coding (last updated 2026-10-24)