ThinkDeep Reasoning & Investigation

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The ThinkDeep workflow provides a structured, scientific approach to complex problem-solving by maintaining investigation state across multiple conversation turns. It moves beyond simple interactions by formulating initial hypotheses, gathering evidence through file examination, and refining conclusions as confidence builds through a seven-stage progression from 'exploring' to 'certain.' This skill is essential for scenarios where systematic evidence collection, state persistence, and methodical analysis are required to reach high-confidence outcomes in debugging, security, or architecture.

Características Principales

• Optional secondary-model expert validation for high-stakes decision verification
• Comprehensive logging of findings, file examinations, and investigation history
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• Progressive confidence modeling across seven levels from exploration to certainty
• Systematic hypothesis tracking and evolution based on accumulated evidence
• Multi-turn investigation state persistence using unique session identifiers

Casos de Uso

• Conducting thorough root cause analysis for security vulnerabilities or system failures
• Evaluating high-level architectural trade-offs and technology selections with evidence-based reasoning
• Debugging intermittent race conditions or complex memory leaks in production environments