oppara oppara

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.

エンジニア向け研修

AI Shift
- 社内SQL研修のために作った資料を公開します - (2021/06/21)
Classi
- 当たり前にリリースしていく ~ 新卒研修編 - (2021/05/20)
- リモートワークのための質問力向上研修を実施しました - (2021/12/07)
CyberZ
- 良いコードとは何か - エンジニア新卒研修スライド公開 - (2021/04/27)
DMM.com(旧DMM.comラボ含む)
ＤＭＭ.comラボ16新卒エンジニア研修 - (2016/08/24)

multiple_keymap.vim

Define keymappings for multiple modes at once in Vim or Neovim.

Installation

Put codes in your configuration file, such as .vimrc or init.vim.

Usage

" define mappings at once
Keymap nx S DoSomething

Service パターン
Builder パターン
Command パターン
- Shell
- Wrapper/Bundler

ペアプロの心得

休憩をとる

1.定期的に休憩をとっていますか？ペアプログラミングは、精神的な体力を消耗します。定期的に休憩をとってリフレッシュすることがとても大切です。

謙虚になる

2.「色々な実装方針がある」という認識がありますか？

	# ----- PROMPT -----
	## PROMPT
	PROMPT=$'[%*] → '
	## RPROMPT
	RPROMPT=$'`branch-status-check` %~' # %~はpwd
	setopt prompt_subst #表示毎にPROMPTで設定されている文字列を評価する

	# {{{ methods for RPROMPT
	# fg[color]表記と$reset_colorを使いたい
	# @see https://wiki.archlinux.org/index.php/zsh

	(function (factory) {
	/* global define */
	if (typeof define === 'function' && define.amd) {
	// AMD. Register as an anonymous module.
	define(['jquery'], factory);
	} else if (typeof module === 'object' && module.exports) {
	// Node/CommonJS
	module.exports = factory(require('jquery'));
	} else {
	// Browser globals

	#!/bin/bash -euo pipefail
	#
	# Usage:
	# $ aws-iam-user-key-rotation.sh [profile] [credential_file]
	#

	declare -x AWS_DEFAULT_PROFILE=${1:-default}
	declare credential_file=${2:-~/.aws/credentials}
	declare -x AWS_SHARED_CREDENTIALS_FILE=$credential_file

	require 'rake'
	require 'rspec/core/rake_task'

	hosts = [
	{
	:name => 'proxy001.example.jp',
	:roles => %w( base proxy ),
	},
	{
	:name => 'proxy002.example.jp',


	def textile_to_markdown(textile)
	d = []
	pre = false
	table_header = false
	text_line = false

	textile.each_line do \|s\|
	s.chomp!