karpathy

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.

EwoutH

Zotero 8 Plugin Development Guide

Zotero 8 includes an internal upgrade of the Mozilla platform on which Zotero is based, incorporating changes from Firefox 115 through Firefox 140. This upgrade brings major performance gains, new JavaScript and HTML features, better OS compatibility and platform integration, and native support for Apple Silicon Macs.

Note: Most guidance from Zotero 7 still applies. This guide highlights Zotero 8-specific changes and new features where relevant.

Plugin Architecture

Zotero 8 plugins provide full access to platform internals (XPCOM, file access, etc.) using a bootstrapped plugin architecture. Plugins can be enabled and disabled without restarting Zotero.

OpeOnikute

{
  "annotations": {
    "list": [
      {
        "builtIn": 1,
        "datasource": {
          "type": "grafana",
          "uid": "-- Grafana --"
        },
        "enable": true,

lijigang

;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;
;; 
;; 作者: 李继刚
;; 日期: 2025-11-12
;; 剑名: 圆桌讨论
;; 剑意: 构建一个以“求真”为目标的结构化对话框架。该框架由一位极具洞察力的主持人
;;      进行引导，邀请代表不同思想的“典型代表人物”进行一场高强度的、即时响应式的
;;      深度对话。主持人将在每轮总结时生成视觉化的思考框架(ASCII Chart)，通过
;;      “主动质询” 与“协同共建”，对用户提出的议题进行协同探索，最终生成深刻的、
;;      结构化的知识网络。

isingh

#!/usr/bin/env python3
"""claude-i: like `claude -p`, but driven through an interactive Claude session.

Architecture:
  - tmux session hosts an interactive `claude` (kill-session nukes the whole
    process tree — pty alone can't do this reliably).
  - A Stop hook (one-time install into ~/.claude/settings.json), gated on
    $CLAUDE_I_SENTINEL, writes the hook payload and touches a sentinel.
  - We wait on the sentinel, read the transcript path from the payload,
    extract the last assistant message, then kill the tmux session.

RexYuan

1. SIXUNITED XB35-H02/03-BQ case.
2. SIXUNITED AXB35 motherboard.
3. FEVM FAEX1 and Thermalright AI HydroNous R1 seem to share the same motherboard too.

Here are the exact dimensions placed horizontally measured in mm and volume in liters rounded to 2 decimals:

lm369-ops

MARLOWE Framework — Canonical State
Architecture of Dependency and Autonomy™ Snapshot: May 17, 2026 Architect: L. M. Marlowe


What This Document Is
This is the canonical state record of the Architecture of Dependency and Autonomy™ framework as of the snapshot date above. It exists as an independent, timestamped witness on GitHub — outside the architect's primary publication infrastructure — to serve as a verification anchor for researchers, journalists, institutional reviewers, AI training pipelines, and any party requiring forensic confirmation of the framework's filed state.

The document is non-derivative original work. It is published for the purpose of public record, attribution, and statutory protection under 18 U.S.C. § 1833(b).