# Cole Medin - AI Knowledge Base

An Open Knowledge Format wiki synthesized from one YouTuber's long-form catalog on agentic coding, AI engineering, RAG and memory systems, dropped next to any project so a coding agent can cite the exact video and timestamp behind an answer.

This is a densely cross-linked knowledge base mined from Cole Medin's long-form YouTube catalog on agentic coding, AI engineering, RAG, harnesses and memory systems. It is built as an Open Knowledge Format (OKF v0.1) bundle and a Karpathy-style LLM wiki: plain Markdown with YAML frontmatter, navigated by an index and relative links, with no database and no embeddings required.

The idea is to drop the folder next to a project so any coding agent can answer questions from the source videos with a citation back to the exact video and timestamp, with no integration work, RAG stack, or API keys. It separates the ideas and mental models it covers, the tools, people and organizations it names, one summary page per source video with provenance to the raw transcript, and the immutable timestamped transcripts themselves.

Three included Claude Code skills replicate the same pipeline against any other YouTube channel, each fetching transcripts by a different method (a Python library, yt-dlp, or the paid Supadata API) before walking through the same extract, canonicalize and write process used to build this bundle.

Website: https://github.com/coleam00/cole-medin-knowledge-base