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## llm-wiki.md

      
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                karpathy
                / llm-wiki.md
            
            
              Created
              April 4, 2026 16:25
            
              
                llm-wiki
              
          
    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.

  
## typing-reader.html
<!DOCTYPE html>
<html lang="en">
<head>
    <meta charset="UTF-8">
    <meta name="viewport" content="width=device-width, initial-scale=1.0">
    <title>TypeStream - Speed Typing Reader</title>
    <!-- Tailwind CSS CDN -->
    <script src="https://cdn.tailwindcss.com"></script>
    <!-- Google Fonts -->
    <link rel="preconnect" href="https://fonts.googleapis.com">

## SKILL.md

      
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                k16shikano
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              September 7, 2026 13:59
            
              
                cognitive-rhythm-writing/SKILL.md
              
          
    name
    cognitive-rhythm-writing
  
  
    description
    説明的な文章に緩急を設計するための規範。緩急を装飾ではなく認知モードの切替（観察→逡巡→断定→再観察）と未回収の緊張の管理として扱い、文の拍、段落の密度波形、節の入り方、緩みと駄文の判別、執筆後の機械的な点検手順を定める。読み物として読ませたい章・記事・解説文を生成するとき、または「密度はあるが平坦でおもしろくない」文章を診断・修正するときに使用する。
  
  
認知リズムを生むための日本語ライティング規範

密度の高い文章が退屈になるのは、情報が多いからではなく、全文が同じ認知モードで書かれているからである。
この規範は、読者の認知モード（観察する、迷う、確信する、確かめ直す）を意図的に切り替え、常に「続きを読む理由」を維持することで、読み進める推進力を作る。

  
## measure-software-simplicity.md

      
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                duyetpt
                / measure-software-simplicity.md
            
            
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              September 7, 2026 13:02
            
              
                Meansure software complexity
              
          
    name
    measure-software-simplicity
  
  
    description
    Measure and report how well a design, pull request, module, service, refactor, or repository follows software-simplicity principles such as Single Responsibility, deep modules, single knowledge ownership, low change amplification, low caller burden, valid-state design, actionable failures, controlled scope, and evidence-based performance work. Use for architecture assessments, code reviews, maintainability audits, refactoring baselines, before-and-after comparisons, and engineering quality reports.
  
  
Measure Software Simplicity

Assess simplicity with Goal-Question-Metric (GQM), repository evidence, and a calibrated scorecard. Treat measurements as decision support.
Rules


## audit-your-codebase.md

      
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                aarondfrancis
                / audit-your-codebase.md
            
            
              Created
              August 14, 2026 15:20
            
              
                A read-only, agent-orchestrated codebase audit prompt for data structures, state modeling, algorithms, and ownership.
              
          
    Audit this entire codebase for materially useful simplifications in its data structures, state representation, control flow, algorithms, and ownership.
This is an audit-only exercise. Do not edit files, run tests, implement recommendations, commit, or push. Read-only inspection commands are allowed.
You are the coordinator. Continue until the complete codebase has been reviewed and the final audit is validated.

Establish the coverage contract

Inspect the repository and inventory every identifiable subsystem.

  
## Windows-mmc.md

      
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                ismoturve
                / Windows-mmc.md
            
            
              Last active
              September 7, 2026 12:38
            
          
    WINDOWS-käyttöjärjestelmän hallinta

Suosittelen tekemään harjoituksen Win11 virtuaalikoneella https://vcommander.hamk.fi/portal
MMC (Microsoft Management Console)

MMC:n avulla voidaan suorittaa useimmat hallintatehtävät yhden MMC-konsolin avulla, keskittää järjestelmänhallintaa yhteen näkymään
käyttää useimpia hallintakomponentteja myös etäällä olevaan koneeseen sekä koota mukautettu konsoli omaan käyttötarkoitukseen sopivaan työskentelyyn.
Oman MMC:n luominen


## SKILL.md

      
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                dctanner
                / SKILL.md
            
            
              Last active
              September 7, 2026 12:41
            
              
                demo-video
              
          
    name
    demo-video
  
  
    description
    Generate a narrated demo video from browser screenshots and TTS audio. Captures scenes via agent-browser, generates voice narration via Inworld TTS API, and stitches into an MP4 with ffmpeg.
  
  
Demo Video Generation

Generate a narrated demo video from browser screenshots and TTS audio. The output is an MP4 with still-image scenes synced to voice narration.
Prerequisites


## mlx_memory.sh
#!/usr/bin/env bash

# Default values for percentages
DEFAULT_WIRED_LIMIT_PERCENT=85
DEFAULT_WIRED_LWM_PERCENT=75

# Read input parameters or use default values
WIRED_LIMIT_PERCENT=${1:-$DEFAULT_WIRED_LIMIT_PERCENT}
WIRED_LWM_PERCENT=${2:-$DEFAULT_WIRED_LWM_PERCENT}

## GEMINI.md

      
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                ksprashu
                / GEMINI.md
            
            
              Last active
              September 7, 2026 13:15
            
              
                Personal GEMINI.md as on 29-07-2025
              
          
    Gemini Agent: Core Directives and Operating Protocols


## tripo3d_model_downloader.js
/**
 * tripo3d_model_downloader.js
 * ─────────────────────────────────────────────────────────────────────────────
 * Extracts the loaded 3D model directly from the TresJS/Three.js renderer on
 * studio.tripo3d.ai, bypasses the export tool entirely, and triggers a .glb
 * download.
 *
 * HOW IT WORKS
 * ─────────────────────────────────────────────────────────────────────────────
 * 1. The site is a Nuxt 3 / Vue 3 app using TresJS (Vue wrapper for Three.js).
	<!DOCTYPE html>
	<html lang="en">
	<head>
	<meta charset="UTF-8">
	<meta name="viewport" content="width=device-width, initial-scale=1.0">
	<title>TypeStream - Speed Typing Reader</title>
	<!-- Tailwind CSS CDN -->
	<script src="https://cdn.tailwindcss.com"></script>
	<!-- Google Fonts -->
	<link rel="preconnect" href="https://fonts.googleapis.com">
name	demo-video
description	Generate a narrated demo video from browser screenshots and TTS audio. Captures scenes via agent-browser, generates voice narration via Inworld TTS API, and stitches into an MP4 with ffmpeg.
	#!/usr/bin/env bash

	# Default values for percentages
	DEFAULT_WIRED_LIMIT_PERCENT=85
	DEFAULT_WIRED_LWM_PERCENT=75

	# Read input parameters or use default values
	WIRED_LIMIT_PERCENT=${1:-$DEFAULT_WIRED_LIMIT_PERCENT}
	WIRED_LWM_PERCENT=${2:-$DEFAULT_WIRED_LWM_PERCENT}
	/**
	* tripo3d_model_downloader.js
	* ─────────────────────────────────────────────────────────────────────────────
	* Extracts the loaded 3D model directly from the TresJS/Three.js renderer on
	* studio.tripo3d.ai, bypasses the export tool entirely, and triggers a .glb
	* download.
	*
	* HOW IT WORKS
	* ─────────────────────────────────────────────────────────────────────────────
	* 1. The site is a Nuxt 3 / Vue 3 app using TresJS (Vue wrapper for Three.js).