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title: "Pre-Build Idea Validator"
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type: source
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tags: [openclaw, mcp, idea-validation, github]
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date: 2026-03-06
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---
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## Source File
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- [[raw/Agent/usecases/pre-build-idea-validator.md]]
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## Summary
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- 核心主题:构建前验证创意是否已存在
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- 问题域:Agent花费数小时构建一个已存在的产品
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- 方法/机制:idea-reality-mcp扫描5个数据源,返回竞争评分
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- 结论/价值:防止昂贵的"解决已解决问题"错误
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## Key Claims
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- reality_signal评分(0-100)表示空间拥挤程度
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- 高分(>70):停止并讨论是否继续或转向
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- 低分(<30):空间开放,继续构建
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- 基于真实数据(仓库数量、星分布、HN讨论量)而非LLM猜测
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## Key Insights
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- 防止蕞昂贵的错误:解决已解决的问题
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- reality_signal基于真实数据而非AI猜测
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- 高分不意味着"不要构建",而是"差异化或放弃"
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- 低分意味着真正存在空白空间
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## Key Concepts
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- [[创意验证]]:在构建前检查创意是否已存在
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- [[reality_signal]]:创意竞争评分
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- [[idea-reality-mcp]]:预构建验证MCP服务器
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## Connections
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- [[idea-reality-mcp]] ← scans ← [[GitHub]]
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- [[idea-reality-mcp]] ← scans ← [[Hacker News]]
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- [[idea-reality-mcp]] ← scans ← [[npm]]
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