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Use First Principles Framework (FPF) to decompose problems, architect systems, evaluate alternatives, define quality, qualify and develop methods, initiate inquiry from ordinary work, disambiguate agent-relative instructions, steer or resume work, surface applicable methods, coordinate development states, bridge domain terms, screen mandatory steps, compare configurations, probe capability, decide under uncertainty, reconsider decisions after their basis changes, establish causality, control-loop reasoning, reason about time, synthesize ontologies, govern ontic admission, publish views, revalidate sources, select representations, use checklists, and appraise advice. Triggers: FPF, bounded contexts, SoTA packs, assurance calculus, decision theory, operational parsimony, causal/temporal reasoning, architecture, modularity, transformation flows, structural adequacy, cultural evolution, lexical discipline, Parts A-I. Not for simple task planning, general philosophy, or Agile unrelated to FPF.

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npx skills add CodeAlive-AI/ai-driven-development --skill fpf-problem-solving -a claude-code

Installs to .claude/skills/fpf-problem-solving/ · Each command fetches the skill straight from GitHub with the open skills CLI.

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