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.