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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.

@SackeyDavid
SackeyDavid / Angular Browser AutoFill Detector Directive
Created January 25, 2024 13:54
This Angular directive provides a simple way to detect native autofill on an input field and emit an event when the autofill status changes. It uses a debounce mechanism and a promise to asynchronously check for autofill, allowing for a more responsive user experience.
import { Directive, ElementRef, Output, EventEmitter, OnInit } from "@angular/core";
@Directive({
selector: "[nativeAutofill]",
})
export class NativeAutofillDetector implements OnInit {
private elRef: HTMLInputElement;
@Output()
public nativeAutofill: EventEmitter<boolean> = new EventEmitter<boolean>();
@devinschumacher
devinschumacher / README.md
Last active September 8, 2026 16:02
XVideos Video Downloader App & Browser Extension
@AndrewDongminYoo
AndrewDongminYoo / extensions.json
Last active September 8, 2026 15:49
VSCode에서 꼭 가져가야 할 익스텐션들의 모음. 로컬 리포지토리 root directory에 '.vscode/extensions.json'으로 저장하면 Extension @recommanded 탭에서 한번에 다운로드 가능함
{
"recommendations": [
// # 깃 관련 기본 익스텐션
// 깃랩 워크플로우. 깃랩의 CI/CD를 VSCode에서 편하게 관리할 수 있게 해주는 플러그인
"gitlab.gitlab-workflow",
// 깃헙 워크플로우. 깃헙의 CI/CD를 VSCode에서 편하게 관리할 수 있게 해주는 플러그인
"cschleiden.vscode-github-actions",
// 깃렌즈. 거의 필수 익스텐션. 커밋 뿐만 아니라, 파일히스토리, 브랜치, 스태시 등을 관리할 수 있게 해주는 플러그인
"eamodio.gitlens",
// 깃 히스토리. 깃 커밋의 히스토리(+깃 로그)를 보여주는 플러그인. 깃렌즈의 파일히스토리 기능과 비슷하지만,
@AD1993
AD1993 / RestCalls
Created January 5, 2018 09:16
BOMBitUP - OTP apis calls
import android.util.Log;
import org.json.JSONObject;
import java.io.IOException;
import java.util.HashMap;
import java.util.Map;
import okhttp3.Call;
import okhttp3.Callback;
import okhttp3.Headers;
import okhttp3.MediaType;
@elpatron68
elpatron68 / MeshCentralRouter_AutoLogin.au3
Last active September 8, 2026 15:42
Automatic log in for MeshCentral Router
Opt("WinTitleMatchMode", 3)
While 1
Login()
Sleep(50)
WEnd
Func Login()
If WinActive(" MeshCentral Router", "") Then
; Get the window handle
@strickvl
strickvl / talks-archive-spec.md
Last active September 8, 2026 15:37
Talks Archive Specification: build a single-site MLOps Talks-style archive from this standalone spec

Talks Archive Specification

Status: v1, 6 September 2026.

Purpose: Build a single, independently operated website that turns a community's recorded talks, podcasts, meetups, and reading groups into a searchable, curated archive. MLOps Talks is the reference product. The source channel, identity, domain, topic vocabulary, and sponsor are configuration.

This document is sufficient input for a coding agent starting in an empty repository. It specifies the reader experience, durable data, generation pipeline, editorial procedures, and observable checks. It does not require access to the original source code or existing archive. Examples are illustrative, not an initial content dataset.

The specification describes the intended reconstruction contract. It preserves the reference product's essential behaviour while making failure handling and boundaries explicit; it is not a promise of byte-for-byte compatibility with its implementation. Technology choices in section 11 provide a prac

@samlio1997g4
samlio1997g4 / A-Plague-Tale-Resonance-Trainer.md
Created September 4, 2026 07:27
Resonance: A Plague Tale Legacy Trainer toolkit for Windows with Resonance Points Editor, Game Speed, Configurable Hotkeys, Saved Profiles, Trainer Dashboard, Quick Presets, modern dashboard, saved presets, and desktop-focused setup.

Resonance-A-Plague-Tale-Legacy-Trainer

Resonance: A Plague Tale Legacy Trainer 2026 for Windows with God Mode, Unlock All Codex Entries, Unlock All Chapters, Unlock Everything, Change Resonance Points, Resonance Points Editor, profiles, hotkeys, configs, and a clean desktop workflow.

Download

Official Game Artwork

Resonance: A Plague Tale Legacy Trainer

@Prottoy2938
Prottoy2938 / ch-key-generation.js
Created November 2, 2020 13:17
Cipher Delta key generation code
function makeId(length) {
let result = "";
const characters =
"ABCDEFGHIJKLMNOPQRSTUVWXYZabcdefghijklmnopqrstuvwxyz0123456789";
const charactersLength = characters.length;
for (let i = 0; i < length; i++) {
result += characters.charAt(Math.floor(Math.random() * charactersLength));
}
return result;
}