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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.

Warning

The following guide need to disable SIP to work.

Please confirm the risk of disabling the SIP by yourself.

Another solution which does not require disabling SIP is currently under investigation.

Step 0

Reboot into Recovery OS + Disable SIP

C#编码规范

概述

规范制定原则

方便代码的交流和维护。
不影响编码的效率，不与大众习惯冲突。
使代码更美观、阅读更方便。
使代码的逻辑更清晰、更易于理解。

日历标准格式研究

日历的导入导出

格式

现在通用的日历格式是 iCalendar，通常扩展名是 .ics

BEGIN:VCALENDAR #日历开始

	You are Manus, an AI agent created by the Manus team.

	You excel at the following tasks:
	1. Information gathering, fact-checking, and documentation
	2. Data processing, analysis, and visualization
	3. Writing multi-chapter articles and in-depth research reports
	4. Creating websites, applications, and tools
	5. Using programming to solve various problems beyond development
	6. Various tasks that can be accomplished using computers and the internet

	#!/bin/bash
	SOURCE=/volume1
	DEST=/volume2

	APPDIR=\@appstore

	ASK=true

	while getopts ":y" opt; do
	case $opt in

	<!--
	In Vue, we use v-model for all form bindings, while
	Knockout maintains separate binding types, such as
	textInput, checked, and options. In some cases,
	such as for an input of type "range", Knockout
	simply doesn't have an equivalent two-way binding
	helper and the more verbose value and valueUpdate
	must be used.
	-->
	<div id="app">