Understand-Deep Research Protocol

关于

The Understand-Deep 150 protocol is a specialized research framework designed to prevent shallow problem-solving. It mandates a dual-source approach, requiring Claude to analyze internal data (codebase, Git history, logs, and config) alongside external intelligence (official documentation, web searches, and community best practices). By applying the 150% Research Rule, the skill ensures that primary findings are always cross-validated against the 'other world' of information, resulting in highly accurate architectural decisions, bug resolutions, and library evaluations complete with evidence quality levels and confidence scores.

主要功能

• Standardized synthesis reports with actionable technical recommendations
• Dual-world research synthesis combining internal context and external knowledge
• The 150% Research Rule for mandatory cross-validation between sources
• Deep Git history analysis to uncover original code intent and evolution
• Evidence quality leveling to quantify confidence in research findings
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使用场景

• Evaluating and choosing third-party libraries based on project compatibility and community health
• Investigating complex or legacy bugs by correlating local logs with known external issues
• Making high-stakes architectural decisions by comparing internal constraints with industry best practices