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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.

<!DOCTYPE html>
<html>
<head>
<title></title>
<meta charset="utf-8" />
<script>
function Auth() {
var URL = 'https://login.microsoftonline.com/common/oauth2/v2.0/authorize?';
URL += 'response_type=code';
URL += '&client_id={請換成您的Client id}'; //請換成您的App Client id

GitHub Search Syntax for Finding API Keys/Secrets/Tokens

As a security professional, it is important to conduct a thorough reconnaissance. With the increasing use of APIs nowadays, it has become paramount to keep access tokens and other API-related secrets secure in order to prevent leaks. However, despite technological advances, human error remains a factor, and many developers still unknowingly hardcode their API secrets into source code and commit them to public repositories. GitHub, being a widely popular platform for public code repositories, may inadvertently host such leaked secrets. To help identify these vulnerabilities, I have created a comprehensive search list using powerful search syntax that enables the search of thousands of leaked keys and secrets in a single search.

Search Syntax:

(path:*.{File_extension1} OR path:*.{File_extension-N}) AND ({Keyname1} OR {Keyname-N}) AND (({Signature/pattern1} OR {Signature/pattern-N}) AND ({PlatformTag1} OR {PlatformTag-N}))

Examples:

**1.

anonymous
anonymous / go-template-mode.el
Created January 21, 2012 21:33
Go template mode
;;; go-template-mode.el --- Major mode for Go template language
;;; Commentary:
;; 1) Copy this file somewhere in your Emacs `load-path'. To see what
;; your `load-path' is, run inside emacs: C-h v load-path<RET>
;;
;; 2) Add the following to your .emacs file:
;;
;; (require 'go-template-mode)
@ravidsrk
ravidsrk / sequoia-next-1t-company-research.md
Created April 6, 2026 14:27
Sequoia Capital - Next $1T Company Thesis: "Services: The New Software" — Deep Research Report

Sequoia Capital's "Services: The New Software" Thesis — Deep Research Report

Primary Source: Services: The New Software by Julien Bek, Sequoia Capital — Published March 5, 2026 Reading Time: 7 minutes (original article ~1,400 words) Research Compiled: April 2026


1. Core Thesis

@FuFicFac
FuFicFac / voice-skill-system.md
Created May 4, 2026 22:05
The Voice Skill System — The Nerdy Novelist Skills Series, Video 4

The Voice Skill System

From The Nerdy Novelist — Skills Series, Video 4

This is the full system from the video. Three parts, used in order:

  1. The Extraction Prompt — paste this into Claude with your prose samples to get a Voice Fingerprint
  2. The Voice Skill Template — use the fingerprint to fill this in and build your loadable Skill file
  3. The Calibration Test — a neutral prompt to confirm the Skill is working

@LondheShubham153
LondheShubham153 / git-commands.md
Last active August 28, 2026 03:48
This Gist contains all the useful Git Commands

Git Commands

This Gist contains all the useful commands for Git

Build Status

Version control is a system that records changes to a file or set of files over time so that you can recall specific versions later.

If you are a developer and want to keep every version of your code/project (which you would most certainly want to), a Version Control System (VCS) is a very wise thing to use.

  • All the commands used for Git
@luizomf
luizomf / settings.json
Created October 24, 2022 13:01
Configuração inicial do VS Code
{
"window.zoomLevel": 2,
"workbench.startupEditor": "none",
"explorer.compactFolders": false,
"workbench.iconTheme": "material-icon-theme",
"editor.fontSize": 18,
"workbench.colorTheme": "OM Theme (Default Dracula Italic)",
"code-runner.executorMap": {
"python": "clear ; python -u",
},
你长的怪像人殊不知是只人面犬
你的脸有碍观瞻
当初惊艳,完完全全,只为世面见得少。
嫉妒是一种不好的情感,我理解你嫉妒我有家人,可你这么说有点过分了
你自拍一张就是你的全家福
远看是美景,近看想报警
你在无中生有 你在暗度陈仓 你在凭空想象 你在凭空捏造 你在无言无语 你在无可救药 你是逝者安息 你是一路走好 你是傻子巴拉 你是永无止境 你是没钱买药 你是头脑有病 你是眼里有泡 你是嘴里刘能 你是污言秽语 你是咎由自取 你是殃及无辜 你是祸害众生 你是仓皇失措 你是暗度陈仓 你是无可救药
胖姑娘袭花衫,花都胖起来。
即使是做咸鱼,也要做最咸的那一条。
@HeratPatel
HeratPatel / git-flow.md
Last active August 28, 2026 06:05
Git Flow: Git branches workflow for larger and continues releasing projects. #git #gitflow

Git Flow: A Successful Git branching model

Alt Text

Gitflow is a Git workflow design that was first published and made popular by Vincent Driessen at nvie. The Gitflow defines a strict branching model designed around the project release. This provides a robust framework for managing larger projects.

Gitflow is ideally suited for projects that have a scheduled release cycle. This workflow doesn’t add any new concepts or commands beyond what’s required for the Feature Branch Workflow. Instead, it assigns very specific roles to different branches and defines how and when they should interact. In addition to feature branches, it uses individual branches for preparing, maintaining, and recording releases. Of course, you also get to leverage all the benefits of the Feature Branch Workflow: pu