First Principles Framework (FPF) Plugin

功能

• Implements FPF ADI cycle for structured reasoning
• Generates, verifies, and validates competing hypotheses
• Audits trust scores for evidence-based validation
• Provides commands for managing decision cycles and knowledge
• Creates auditable decision rationale records (DRRs)

使用场景

• Making critical architectural or technical decisions with an auditable trail
• Preventing premature conclusions by systematically evaluating alternatives
• Building and leveraging project knowledge over time
• Ensuring AI-assisted development processes are transparent and accountable

非目标

• Making unsupervised AI decisions
• Replacing human judgment in the decision-making process
• Providing a general-purpose LLM interaction tool

工作流

1. Initialize FPF context with problem statement
2. Generate competing hypotheses (Abduction)
3. Allow user to add hypotheses
4. Verify logic of each hypothesis (Deduction)
5. Validate evidence for logically sound hypotheses (Induction)
6. Audit trust scores for validated hypotheses
7. Present decision comparison and select winner
8. Record decision rationale (DRR) and present summary

实践

• Structured Reasoning
• Knowledge Management
• Auditability