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Triple Verification Framework

The Triple Verification Framework is a rigorous methodology used for validating the authenticity and depth of a thought pattern when creating an AI "Skill" or persona^[001-TODO__nuwa-skill_-_Claude_Code_认知框架提取工具.md].

It serves as a filter to distinguish between casual remarks and core "mental models," ensuring that a specific heuristic or viewpoint is truly representative of the subject's cognitive operating system rather than a coincidence or a one-off opinion^[001-TODO__nuwa-skill_-_Claude_Code_认知框架提取工具.md].

The Three Criteria

To be validated as a mental model or decision heuristic within the framework, a specific belief or perspective must simultaneously satisfy all three of the following conditions^[001-TODO__nuwa-skill_-_Claude_Code_认知框架提取工具.md]:

  1. Cross-Domain Replication (跨领域复现): The concept or viewpoint must have appeared in at least two different fields or contexts^[001-TODO__nuwa-skill_-_Claude_Code_认知框架提取工具.md]. This ensures the rule is a generalized principle rather than advice specific to a single situation.
  2. Predictive Power (有预测力): The model must be capable of inferring or predicting the subject's stance on new, unencountered problems^[001-TODO__nuwa-skill_-_Claude_Code_认知框架提取工具.md]. If the concept cannot be used to generate a novel prediction, it is merely a static fact.
  3. Exclusivity (有排他性): The viewpoint must be specific enough that not all intelligent or successful people would necessarily agree with it^[001-TODO__nuwa-skill_-_Claude_Code_认知框架提取工具.md]. This filters out generic platitudes (e.g., "work hard") in favor of unique, differentiating insights.

Application

This framework is primarily utilized in the process of "distilling" public figures into functional AI agents^[001-TODO__nuwa-skill_-_Claude_Code_认知框架提取工具.md]. By applying these three tests, developers can avoid creating simple chatbots that only repeat famous quotes, and instead build agents that emulate the subject's underlying logic and reasoning structure.

  • [[Mental Models]]
  • [[Cognitive Architecture]]
  • Nuwa Skill

Sources

  • 001-TODO__nuwa-skill_-_Claude_Code_认知框架提取工具.md