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@lukewilson2002
lukewilson2002 / repo-local-documentation-system.md
Last active July 11, 2026 16:42
A repo-local Markdown documentation system that helps humans and AI agents understand a codebase, find the right context, and make safer changes. Ask your agent to help you set it up.

LLM Wiki

A pattern for building personal knowledge bases using LLMs.

This is an idea file, it is designed to be copy pasted to your own LLM Agent (e.g. OpenAI Codex, Claude Code, OpenCode / Pi, or etc.). Its goal is to communicate the high level idea, but your agent will build out the specifics in collaboration with you.

The core idea

Most people's experience with LLMs and documents looks like RAG: you upload a collection of files, the LLM retrieves relevant chunks at query time, and generates an answer. This works, but the LLM is rediscovering knowledge from scratch on every question. There's no accumulation. Ask a subtle question that requires synthesizing five documents, and the LLM has to find and piece together the relevant fragments every time. Nothing is built up. NotebookLM, ChatGPT file uploads, and most RAG systems work this way.

name explain-diff-html
description Use when the user asks for a rich explanation of a code change, diff, branch, or PR. Produces HTML output.

Explain Diff

Please make me a rich, interactive explanation of the specified code change.

It should have these sections:

@almic
almic / Halo MCC API (Node).js
Last active July 11, 2026 16:37
The Node.js way for getting into the Halo MCC API.
const request = require('then-request')
// This is your microsoft live account information
const LOGIN = process.env.LOGIN // typically an email address
const PASSWD = process.env.PASSWD // typically your xbox live password
// This is the "api" we'll be calling once we login
const endpoint = 'https://www.halowaypoint.com/en-us/games/halo-the-master-chief-collection/xbox-one/' +
'game-history?gamertags=Furiousn00b&gameVariant=all&view=DataOnly'
This file has been truncated, but you can view the full file.
<DATE> <TIME> <OPEN> <HIGH> <LOW> <CLOSE> <TICKVOL> <VOL> <SPREAD>
2023.06.05 01:00:00 1946.87 1949.91 1946.04 1949.82 722 0 12
2023.06.05 01:15:00 1949.86 1950.12 1949.32 1949.58 363 0 12
2023.06.05 01:30:00 1949.45 1949.98 1948.85 1949.65 386 0 12
2023.06.05 01:45:00 1949.70 1949.71 1948.93 1948.96 299 0 12
2023.06.05 02:00:00 1948.97 1949.94 1948.67 1949.79 577 0 12
2023.06.05 02:15:00 1949.71 1949.81 1948.33 1948.66 477 0 12
2023.06.05 02:30:00 1948.67 1948.90 1947.35 1948.39 542 0 12
2023.06.05 02:45:00 1948.33 1949.57 1948.32 1949.40 411 0 12
@szaaamerik
szaaamerik / saveswap.md
Last active July 11, 2026 16:28
FH5 Save Swap guide