LLM Wiki

What This Is

This is a simple LLM-maintained wiki built from a folder of raw sources.

The important idea is that the wiki is organized by concept, not by source or by person. Raw materials stay in raw/, while generated wiki pages live outside raw/, such as in concepts/.

I made this deliberately simple. There are ways to automate the whole workflow, but I did not want to spend unnecessary tokens on orchestration before the basic pattern was useful.

How I Created It

1. Collected raw source files into raw/.
2. Created AGENTS.md to define the wiki rules and maintenance workflow.
3. Used one kickoff prompt to ask the LLM to build the first version of the wiki.
4. Let the LLM create concept-based articles, update index.md, and append to log.md.
5. Continued improving the wiki through small ingest, query, and maintenance tasks.

Kickoff Prompt

I have a folder of raw sources on [TOPIC] from the following
sources: [SOURCE 1], [SOURCE 2], [SOURCE 3], [SOURCE 4].

Read all of these and build me a structured wiki organized by
concept - not by source or by person.

For each major concept, write a standalone article that:

- Explains what the concept is in plain language
- Summarizes what the key ideas and evidence say
- Notes where these sources agree
- Specifically flags where they disagree and why
- Links to related articles within the wiki

Also create an index.md file that lists every article in the wiki
with a one-line description.

Write everything so a [DESCRIBE YOUR AUDIENCE - e.g. "complete
beginner," "curious non-expert," "practitioner with no academic
background"] can understand it.

Maintenance Workflow

For a new source, add it to raw/ and ask the LLM to ingest it. The LLM should read the source, create or update concept pages, update index.md, and append a dated entry to log.md.

For a question, ask the LLM to answer from the wiki first. If the answer is useful beyond the current chat, save it as a page and update the index and log.

For cleanup, ask for a wiki lint pass. The LLM should look for missing index entries, orphan pages, weak citations, duplicated concepts, stale open questions, and contradictions.

References

These videos helped inspire the workflow:

• LLM Wiki video
• Andrej Karpathy Just 10x'd Everyone's Claude Code