crewshin

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.

crewshin

End-User License Agreement ("Agreement")
Last updated: December 07, 2023

Please read this End-User License Agreement carefully before clicking the "I Agree" button, downloading or using WeekOf.

Interpretation and Definitions
Interpretation
The words of which the initial letter is capitalized have meanings defined under the following conditions. The following definitions shall have the same meaning regardless of whether they appear in singular or in plural.

Definitions

crewshin

This custom JQL function allows you to replace hard coded date ranges like:

created >= 2023-11-19 AND created <= 2023-11-25 order by created DESC

with:

issue in weekOf("1", "created") order by created DESC for last week. This is relative from today (minus 1 week).

or:

crewshin

{
    "$schema": "https://raw.githubusercontent.com/jsonresume/resume-schema/v1.0.0/schema.json",
    "meta": {
        "theme": "jsonresume-theme-even-crewshin",
        "colors": {
            "background": [
                "#191e23"
            ],
            "dimmed": [
                "#23282d"

crewshin

import SwiftUI

class KeyboardAvoidingHostingController<Content>: UIHostingController<Content> where Content: View {
    override func viewDidAppear(_ animated: Bool) {
        super.viewDidAppear(animated)
        NotificationCenter.default.addObserver(self, selector: #selector(keyboardWillChangeFrame), name: UIResponder.keyboardWillChangeFrameNotification, object: nil)
    }

    override func viewDidDisappear(_ animated: Bool) {
        super.viewDidDisappear(animated)

crewshin

import SDWebImage

// ...

func fetchWeatherImage() -> Image {
    let imageFileName = weather.iconUrl ?? "01d"
    let uiImageView = UIImageView()
    uiImageView.sd_setImage(with: URL(string: "https://path/\(imageFileName).png"), completed: nil)

    if let image = uiImageView.image {