THE AI LAB CURATED IN CHICAGO

TOOLS FOR
CLEARER
EXECUTION.

A curated library of practical AI instruments, evaluated, adapted, and deployed to turn messy work into clear systems.

10
PUBLIC
INSTRUMENTS
01
FIELD
GUIDE
24/7
EDGE
DELIVERY
01 / THE COLLECTION

THE INSTRUMENT
LIBRARY

Every piece has a job. Every tool has provenance. Nothing enters the collection because it is merely trending.

10 INSTRUMENTSCATALOG UPDATED · JUL 2026
JH / 01 LIVE

Analyze / V0.1

Document Parser

Extract clean, AI-ready text from PDFs directly in your browser.

JH / 02 LIVE

Analyze / V0.1

Human Writing Check

Find predictable AI-writing patterns and revise with a sharper human voice.

JH / 03 LIVE

Build / V0.1

Frontend Taste Guide

Pressure-test a frontend brief before weak design choices reach production.

JH / 04 LIVE

Build / V0.1

Codebase Map

Turn a public repository into a fast, navigable architecture map.

JH / 05 LIVE

Create / V0.1

AI Video Studio

Build a controlled storyboard and rendering manifest before production begins.

JH / 06 LIVE

Create / V0.1

Markdown Converter

Convert common documents into portable Markdown without sending files away.

JH / 07 LIVE

Research / V0.1

Recent Research

Surface evidence-ranked conversations, repositories, news, and social signals.

JH / 08 LIVE

Analyze / V1.0

Skill Safety Scanner

Review agent skills, manifests, prompts, and scripts before installation.

JH / 09 LIVE

Analyze / V1.0

Agent Architecture Scorecard

Assess an AI agent against twelve production factors and leave with a plan.

JH / 10 LIVE

Create / V1.0

Presentation Builder

Plan and export editable presentations in PPTX, Markdown, JSON, and print formats.

02 / FIELD GUIDE

NEW RELEASE

BUILD A SECOND BRAIN
YOUR AI CAN RUN.

The original Karpathy-style wiki made knowledge searchable. This guide shows the 30 upgrades that turned mine into an operating system with memory, ownership, quality gates, project structure, and safe execution.

  • See what changed and what each change enabled
  • Install the system in five practical stages
  • Give your AI a ready-to-use audit prompt
Grab the guide ↗
03 / THE STANDARD

NOT A
LINK DUMP.

Public deployment is a responsibility. A tool enters the Lab only when it earns the Jae Hugh name.

Inspect the source ↗
  1. 01

    USEFUL BY DESIGN

    A clear audience. A real job. A practical outcome.

  2. 02

    TRACEABLE ORIGIN

    Source, license, adaptation, and status stay visible.

  3. 03

    SAFE TO TOUCH

    Privacy, secrets, uploads, and cost are reviewed before release.

  4. 04

    BUILT TO LAST

    Every live instrument has an owner, a rollback path, and a reason to exist.

IT WAS NEVER A

TECHNOLOGY GAP.

IT WAS ALWAYS A

KNOWLEDGE GAP.

BUILD THE SYSTEM. THEN LET THE SYSTEM WORK.