mqqn.net

Building with AI for human benefit. Sharing how it’s done.

I learn by building. Apps, tools, notebooks — open source when I can.

---

Projects

Step Quest

A gamified step counter. Walk, earn XP, level up from Walker to Dragon Lord.

App · Blog · Source

Digital Forester

Tree identification and timber assessment for landowners and foresters.

App

Ocean Data Platform

Tutorials for oceanographic data: STAC discovery, H3 geospatial analysis, data pipelines.

Blog · Source

Form Copilot

AI co-pilot for complex paperwork. A Choose Your Own Adventure toolkit for multi-section applications.

Blog · Source

---

Writing

Ocean & Geospatial

• H3 + Ocean Data: Hexagonal Geospatial for Marine Science
• STAC for Oceanographic Data Discovery
• Dask Patterns for Large Ocean Datasets

AI-Assisted Development

• Claude Code Skills: Teaching Your AI Your Codebase
• Claude Skills for Scientific Notebooks
• Building a Claude Skills Library Across Projects
• From Notebooks to Production: Claude-Assisted Refactoring

Form Copilot

• Choose Your Own Adventure: AI for Complex Forms
• Config-Driven Claude: Schema-Based Prompting
• Multi-Section Document Navigation with AI

DevOps & Infrastructure

• Keyless CI: Workload Identity Federation
• Firebase API Keys Aren’t Secrets
• Dwarf Fortress-Style Changelogs

---

Connect

GitHub · Patreon