Jemoka's Knowledge Base — LLM Wiki

This is a Karpathy-style LLM wiki built from Houjun Liu's (jemoka) personal knowledge base — 2,000+ notes spanning Stanford coursework, NLP research, and CS/math concepts.

Architecture

raw/           ← original notes (immutable, never modify)
  course/      ← Stanford lecture notes, by course code
  concept/     ← standalone concept/topic notes
  paper/       ← conference paper notes
  textbook/    ← textbook notes (e.g. Axler linear algebra)
wiki/          ← synthesized pages (LLM-owned, update freely)
  courses/     ← one overview page per course
  concepts/    ← cleaned concept pages with frontmatter
  papers/      ← conference paper collections
index.md       ← content catalog
log.md         ← chronological study log
CLAUDE.md      ← this file (schema)

Page Frontmatter

---
title: "Page Title"
type: concept | course-overview | paper-collection | source-summary | comparison
source: https://www.jemoka.com/posts/...
related: [Topic A, Topic B]
confidence: high | medium | speculative
status: active | superseded | archived
source-count: N  # for overview pages
---

Conventions

• Wikilinks: Use [[Topic Name]] for cross-references between wiki pages
• Source links: Link to raw/ for original notes, jemoka.com for live versions
• Math: LaTeX via \(inline\) and \[display\] or $$display$$
• Naming: Files use snake_case, titles use natural case

Workflows

Ingest new source

1. Add to raw/<category>/
2. Update relevant wiki/ pages (course overview, concept pages)
3. Update index.md if new category or major topic
4. Append to log.md

Query

1. Read index.md to orient
2. Check relevant wiki/ pages
3. Dive into raw/ for full source content
4. If answer produces new insight, create/update a wiki page

Lint

• Check for orphan concept pages (no inbound links)
• Verify course overviews match their raw/ lecture count
• Flag stale or contradicted content

Source

Original knowledge base: https://www.jemoka.com
Author: Houjun Liu (Stanford, NLP/RL researcher)
License: CC BY-NC-SA 4.0