About clec.md

An AI-maintained bilingual knowledge base distilled from the CLEC investing channel. Videos are transcribed to text, then curated into cross-referenced topic pages.

beginner AI-drafted

In 30 seconds: clec.md turns thousands of videos and posts from the CLEC investing channel into a searchable, cross-referenced topic knowledge base. Videos are transcribed with whisper, documents are converted with markitdown, and an AI curates it all into topic pages while keeping the links and consistency maintained.

What this is

clec.md is an AI-native, bilingual (Traditional Chinese / English) investing knowledge base distilled from the CLEC investing channel. It follows the LLM-Wiki pattern:

  • Raw sources — the channel’s video transcripts and posts, never altered; the source of truth.
  • The knowledge base — AI-written, topic-organized markdown pages with cross-references and citations.
  • The schema — a config file that governs how the AI curates, answers, and maintains the wiki.

How the content is made

  1. Transcribeffmpeg extracts audio, whisper.cpp (large-v3) recognizes the Chinese speech, and OpenCC converts it to Traditional Chinese.
  2. Convert — documents (FB/YouTube posts, slides) are turned into markdown with markitdown.
  3. Curate — after reading the sources, the AI distills them into topic pages, builds glossary entries, links related topics, and updates the index and log.

Stance & disclaimer

This site faithfully represents CLEC’s long-term index-investing philosophy, but it is for education only — not personalized financial advice. Investing carries risk; all decisions are your own.