Decision Framework

关于

This skill enhances decision-making by steering Claude away from subjective opinions and toward a rigorous forecasting model. When faced with open-ended questions like "Should I...?" or "Which is better?", it prompts the user to define clear Key Performance Indicators (KPIs) and then evaluates options based on the probability of achieving specific outcomes. By surfacing underlying assumptions and requiring quantified estimates, the framework reduces sycophancy and forces logical reasoning about cause and effect, making it an essential tool for navigating complex technical or strategic choices.

主要功能

• Reframes subjective advice into quantified forecasting models
• Generates probabilistic outcome forecasts for multiple decision paths
• Provides a structured /decide command for deep-dive decision logging
• Identifies and optimizes for explicit Key Performance Indicators (KPIs)
• Surfaces and documents critical assumptions for sensitivity analysis
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使用场景

• Choosing between competing software libraries or architectural frameworks
• Formalizing high-stakes technical or business recommendations with data-driven reasoning
• Evaluating project strategies based on trade-offs like development speed vs. maintenance