polanyi

A cognitive protocol for AI agents. Makes any LLM-based agent think like an experienced practitioner. Works with Claude Code, Codex, Gemini, and any agent framework.

Part of my thesis “A model of personal knowledge”. This model is based on M. Polanyi’s insights in the book "Personal Knowledge" and enables the accumulation and actions of personal knowledge. Special emphasis is placed on the active transformation of tacit knowledge into explicit knowledge (inference).

A Chinese-first Codex skill for explaining and applying Polanyi's tacit knowledge.

Turn each day you work with an AI into a publishable dual-POV episode. Polanyi tacit-knowledge framework. Powers the daily chronicle of ibitlabs.com/saga/en.

提出好问题，得到好答案。 让 AI 说出「说不清但就是知道」的那部分 —— 基于波兰尼默会知识理论的两层提示词