fpf-problem-solving

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First Principles Framework (FPF) — thinking amplifier. Use when user wants to think through a complex problem, architect a system, evaluate alternatives, decompose complexity, classify problems, define quality attributes, plan rigorously, apply an FPF pattern to a first useful result, decide under uncertainty, establish causality, reason about time and trends, describe or synthesize architecture, check mathematical model fit, recover project/process/case subjects, distinguish relation kinds or occurrences, govern ontic/U-kind admission, publish multi-view artifacts, refresh SoTA packs, trace provenance, or improve pattern quality. Also triggers on: FPF, bounded contexts, SoTA packs, assurance calculus, decision theory, causal/temporal reasoning, architecture, modularity, transformation-flow networks, narrative rendering, structural adequacy, cultural evolution, quality gates, lexical discipline, FPF Parts A-I. Not for simple task planning, general philosophy, or Agile unrelated to FPF.

AI & Automation 135 stars 10 forks Updated today MIT

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Skill Content

# First Principles Framework (FPF) An "Operating System for Thought" — a transdisciplinary architecture for reasoning, written in human- and machine-readable pseudo-code. FPF turns raw intelligence (human or machine) into organisationally usable reasoning: explicit bounded contexts, auditable artefacts, multi-view descriptions, and disciplined hand-offs between specialised actors. ## Use cases Use FPF whenever you need to think more rigorously than the situation's default. - Decompose a messy, cross-domain problem into parts that can be reasoned about independently - Make a high-stakes decision with incomplete evidence — and know what evidence is still missing - Get a mixed team to reason together without vocabulary collisions or hidden assumptions - Audit whether a conclusion is well-founded or just plausible - Transfer an insight across domains without losing precision or introducing category errors - Structure a proposal that must survive scrutiny from multiple expert perspectives - Generate alternatives systematically instead of anchoring on the first idea - Define what "better" means before comparing options - Classify what kind of problem you're facing before searching for solutions - Plan how an AI agent should select and sequence its tools under budget and trust constraints - Make a decision under uncertainty — identify options, weigh evidence, and commit with an auditable rationale - Establish whether X causes Y — or just correlates — and determine what intervent...

Details

Author
CodeAlive-AI
Repository
CodeAlive-AI/ai-driven-development
Created
7 months ago
Last Updated
today
Language
Python
License
MIT

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