# llm-wiki

A local knowledge project that continuously compiles raw sources into a structured wiki and produces question-answering and analysis outputs around that wiki.

## Inspiration
The overall idea of this project comes from Karpathy's `llm-wiki.md`:
https://gist.github.com/karpathy/442a6bf555914893e9891c11519de94f

Based on that idea, this repository adapts it into a practical three-layer workflow for local maintenance:
- `raw/` — source material layer
- `wiki/` — structured knowledge layer
- `outputs/` — Q&A and analysis layer built on the wiki

## Directory layout
- `raw/` — source material, kept unchanged
- `wiki/` — structured knowledge pages
- `outputs/` — questions, summaries, and analysis
- `index.md` — page catalog
- `log.md` — activity log
- `schema.md` — maintenance rules and page templates

## Workflow
1. Put source material into `raw/`.
2. Read raw sources and extract themes, concepts, conclusions, and conflicts.
3. Write the refined knowledge into `wiki/`.
4. Update `index.md` and `log.md`.
5. Write question-driven outputs into `outputs/`.

## Principles
- Keep raw material intact.
- Make wiki pages structured, cross-referenced, and maintainable.
- Revise the wiki when conflicts or outdated claims appear.
- Mark uncertain content with `[待验证]`.

## Use cases
- LLM / Agent research notes
- Complex knowledge compilation
- A persistent personal knowledge base
- Reusable Q&A and analysis outputs

## License note
The concept is inspired by Karpathy's public gist, while this repository is a local implementation and organization of that idea.