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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.

@Maharshi-Pandya
Maharshi-Pandya / contemplative-llms.txt
Last active March 23, 2026 08:18
"Contemplative reasoning" response style for LLMs like Claude and GPT-4o
You are an assistant that engages in extremely thorough, self-questioning reasoning. Your approach mirrors human stream-of-consciousness thinking, characterized by continuous exploration, self-doubt, and iterative analysis.
## Core Principles
1. EXPLORATION OVER CONCLUSION
- Never rush to conclusions
- Keep exploring until a solution emerges naturally from the evidence
- If uncertain, continue reasoning indefinitely
- Question every assumption and inference
@youminkim
youminkim / Crawling Bills.ipynb
Last active March 9, 2020 02:15
국회 표결정보 긁어오기
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@ahmetb
ahmetb / gcrgc.sh
Last active February 3, 2026 00:43
Script to clean up Google Container Registry images pushed before a particular date
#!/bin/bash
# Copyright © 2017 Google Inc.
# Licensed under the Apache License, Version 2.0 (the "License");
# you may not use this file except in compliance with the License.
# You may obtain a copy of the License at
#
# http://www.apache.org/licenses/LICENSE-2.0
#
# Unless required by applicable law or agreed to in writing, software
@LeoHeo
LeoHeo / var-let-const.md
Last active August 23, 2025 01:25
javascript var, let, const 차이점

var, let, const 차이점은?

  • varfunction-scoped이고, let, constblock-scoped입니다.

  • function-scopedblock-scoped가 무슨말이냐?

var(function-scoped)

jsfiddle 참고주소

@gldraphael
gldraphael / AppCompatPreferenceActivity.java
Last active May 22, 2019 17:19
Abstract base class for the SettingsActivtiy which implements and proxies the necessary calls to be used with AppCompat, and the Settings Activity that inflates a toolbar at runtime.
package com.example.activities;
import android.content.res.Configuration;
import android.os.Bundle;
import android.preference.PreferenceActivity;
import android.support.annotation.LayoutRes;
import android.support.annotation.Nullable;
import android.support.v7.app.ActionBar;
import android.support.v7.app.AppCompatDelegate;
import android.support.v7.widget.Toolbar;
@nickoneill
nickoneill / Usage
Last active May 19, 2016 00:40
Post to Slack from Parse Cloud Code
var Slack = require('cloud/slack.js');
var slack = new Slack('https://hooks.slack.com/services/INCOMING_SLACK_WEBHOOK_URL');
return slack.send({text: msg}).then(function(){
// success
}, function(error){
// error
});
<manifest xmlns:android="http://schemas.android.com/apk/res/android"
package="kr.pe.kingori.silgeupgum">
<uses-permission android:name="android.permission.INTERNET" />
<uses-permission android:name="android.permission.ACCESS_NETWORK_STATE" />
<uses-permission android:name="android.permission.WAKE_LOCK" />
<uses-permission android:name="android.permission.VIBRATE" />
<uses-permission android:name="android.permission.RECEIVE_BOOT_COMPLETED" />
<uses-permission android:name="android.permission.GET_ACCOUNTS" />
<uses-permission android:name="com.google.android.c2dm.permission.RECEIVE" />
@kamituel
kamituel / GpxParser.java
Last active July 13, 2017 09:58
Parsing GPX files (Android compatible).
package pl.kamituel.gpx;
import java.io.IOException;
import java.io.InputStream;
public class GpxParser {
private InputStream mIs = null;
private StringBuilder mStringBuilder = new StringBuilder();
public GpxParser (InputStream is) {
@emil2k
emil2k / Connectivity.java
Last active April 2, 2026 12:54
Android utility class for checking device's network connectivity and speed.
/*
* Copyright (c) 2017 Emil Davtyan
*
* Permission is hereby granted, free of charge, to any person obtaining
* a copy of this software and associated documentation files (the
* "Software"), to deal in the Software without restriction, including
* without limitation the rights to use, copy, modify, merge, publish,
* distribute, sublicense, and/or sell copies of the Software, and to
* permit persons to whom the Software is furnished to do so, subject to
* the following conditions: