Small MIT-licensed runtime for bounded LLM traversal, inspired by FPF and focused on practical agent behavior.

First Principles Framework (FPF): Operating system for open-ended thought for engieering, research, and mixed human/AI teams: bounded contexts, auditable reasoning, decision records, and multi-view…

[ARCHIVED → CodeAlive-AI/ai-driven-development] FPF (First Principles Framework) skill consolidated into the ai-driven-development umbrella collection.

Claude Code profile is doing its best to force our little friend to follow the First Principles Framework.

First Principle Framework

Engineering decisions engine that know when they're stale. Frame, compare, decide — with evidence decay and parity enforcement. For Claude Code, Cursor, Gemini CLI, Codex and more.

Debug and validate Agent Client Protocol (ACP) traffic — protocol conformance testing for AI coding agents.