"前进之前先回顾" — look back before moving forward
Building tools and frameworks for better judgment — not processing more information, but extracting better signals from it.
- Judgment layers — evaluate content, arguments, and decisions for quality, not just summary
- Research systems — turn workflows into durable, reusable assets
- Infrastructure-first thinking — ask "what does this framework support?" before "what should I do now?"
worth-learning A judgment skill for content. Answers "is this worth learning?" not "what does this say?"
crcl-tracking-template A qualitative tracking framework for CRCL. Distinguishes spread-model signals from platform-transition signals.
Only formalize information if it changes base economics, upside validation, or competitive position.

