Projects
A selection of my public projects, from AI experiments to developer tools and civic data platforms.
Projects are ordered by my most recent public commit on each repository's default branch.
Reviewed .
manifestinteractive | Last Contribution:
A browser video-call experiment that connects two people through private invite codes. Built with Next.js and LiveKit, it supports camera previews and device selection without user accounts.
Project type: Web application, Video calling
Languages: TypeScript, JavaScript, CSS
Frameworks and libraries: LiveKit, Next.js, React, shadcn/ui, Tailwind CSS, WebRTC
Tools and platforms: Node.js, Axe, MCP, Playwright, Vitest, Vercel
PoliceScorecard | Last Contribution:
The Police Scorecard API, with documentation for server configuration, endpoint testing, and deployment. Its development setup includes MySQL and Elasticsearch.
Project type: API
Languages: JavaScript, CSS, API Blueprint, HTML, Shell
Frameworks and libraries: Express
AI and data: Elasticsearch, MySQL, Sequelize
Tools and platforms: Docker, Node.js, Mocha, Docker Compose
PoliceScorecard | Last Contribution:
The Police Scorecard website, with a Docker development setup and Laravel documentation. The repository includes testing and deployment workflows.
Project type: Web application
Languages: Blade, PHP, Shell
Frameworks and libraries: Sass, Laravel, Livewire
Tools and platforms: Docker, Node.js, Laravel Mix, Docker Compose
manifestinteractive | Last Contribution:
A crew-readiness dashboard prototype built through a planned, AI-assisted development process. It turns simulated sensor data into trends and readiness scores. This independent demonstration is not a NASA system or a clinically validated tool.
Project type: Web application, Dashboard, AI prototype
Languages: TypeScript, PLpgSQL, CSS, JavaScript, Python
Frameworks and libraries: Next.js, React, Recharts, shadcn/ui, Tailwind CSS
AI and data: Supabase, OpenAI
Tools and platforms: Node.js, Vitest
manifestinteractive | Last Contribution:
Setup scripts for running AI on a home network, with installation support for macOS and Ubuntu.
Project type: Setup scripts, Local AI
Languages: Shell
manifestinteractive | Last Contribution:
A local AI chatbot built with Ollama for conversations using your own domain knowledge. Its 3D background responds to sentiment in the conversation.
Project type: Web application, AI chatbot
Languages: JavaScript, SCSS, HTML
Frameworks and libraries: React Three Fiber, React, Three.js, Sass
AI and data: Hugging Face Inference, Ollama
Tools and platforms: Node.js
manifestinteractive | Last Contribution:
A setup guide for AI-assisted development in Cursor. It covers model selection, project specifications, and rules for coding agents, with MCP configuration guidance.
Project type: Developer guide
Tools and platforms: Cursor, MCP
manifestinteractive | Last Contribution:
A customized AllTalk V2 setup for running an XTTS V2 text-to-speech model on Ubuntu. It includes asset downloads and service scripts for operating the server.
Project type: Text-to-speech server
Languages: Python, HTML, JavaScript, Shell, CSS
AI and data: AllTalk V2, XTTS V2
manifestinteractive | Last Contribution:
A personalized version of the Amica avatar chatbot, using LM Studio with XTTS V2 and RVC voices.
Project type: Web application, AI chatbot
Languages: TypeScript, JavaScript, Shell, Rust, HTML, CSS
Frameworks and libraries: Headless UI, Next.js, React, Three.js, Tauri, Tailwind CSS
AI and data: Supabase, Transformers.js, LM Studio, XTTS V2, RVC
Tools and platforms: Node.js, Jest, Webpack
manifestinteractive | Last Contribution:
My personal VRM avatar model, with reference images and shader color settings.
Project type: 3D asset
Frameworks and libraries: VRM
opensfcc | Last Contribution:
macOS launch agents that start and stop a Salesforce Commerce Cloud sandbox with the computer's power and sleep events. An optional Alfred workflow provides manual controls.
Project type: Automation scripts
Languages: Shell
Tools and platforms: Salesforce Commerce Cloud (SFCC), macOS launchd
opensfcc | Last Contribution:
A Salesforce Commerce Cloud cartridge with tools for debugging storefronts. The repository includes installation instructions and a development workflow for contributors.
Project type: Salesforce Commerce Cloud cartridge, Developer tool
Languages: SCSS, JavaScript
Frameworks and libraries: Vue.js, Sass
Tools and platforms: Node.js, Mocha, Webpack, Salesforce Commerce Cloud (SFCC)
manifestinteractive | Last Contribution:
A browser teleprompter with editable text, automatic saving, and remote-control support. Keyboard shortcuts adjust scrolling speed and text size during a presentation.
Project type: Web application
Languages: JavaScript, HTML, CSS
Frameworks and libraries: Express, Socket.IO
Tools and platforms: Docker, Node.js, Docker Compose
sfccdevops | Last Contribution:
A command-line tool for checking website accessibility and generating reports for developers. It supports CI workflows, page automation, and sites behind HTTP authentication.
Project type: Accessibility testing, CLI tool
Languages: JavaScript, HTML
Frameworks and libraries: Yargs
Tools and platforms: Node.js, Pa11y, Salesforce Commerce Cloud (SFCC)
sfccdevops | Last Contribution:
I created the original Explorer Exclude extension for managing hidden files and folders in VS Code. MadCatPX now maintains it as Explorer Exclude Manager in the same repository.
Project type: VS Code extension
Languages: JavaScript, HTML
Tools and platforms: Node.js, VS Code
sfccdevops | Last Contribution:
A command-line tool for comparing Salesforce Commerce Cloud cartridges. It shows differences between override files and can filter results using local Git changes.
Project type: CLI tool
Languages: JavaScript
Frameworks and libraries: Yargs
Tools and platforms: Node.js, Jest, Salesforce Commerce Cloud (SFCC)
sfccdevops | Last Contribution:
A VS Code extension for inspecting Salesforce Commerce Cloud cartridge overrides. It follows cartridge order and provides file comparisons across controllers, models, scripts, and templates.
Project type: VS Code extension
Languages: JavaScript, HTML
Tools and platforms: Node.js, VS Code, Salesforce Commerce Cloud (SFCC)
sfccdevops | Last Contribution:
A command-line tool that converts Salesforce Commerce Cloud catalog XML into inventory XML, with options for the output file and inventory list name.
Project type: CLI tool, XML conversion
Languages: JavaScript
Frameworks and libraries: Yargs
Tools and platforms: Node.js, Salesforce Commerce Cloud (SFCC)
sfccdevops | Last Contribution:
A command-line tool that generates Salesforce Commerce Cloud pricebook XML from catalog XML. Options control the currency, price range, and pricebook details.
Project type: CLI tool, XML conversion
Languages: JavaScript
Frameworks and libraries: Yargs
Tools and platforms: Node.js, Salesforce Commerce Cloud (SFCC)
sfccdevops | Last Contribution:
A command-line development tool for Salesforce Commerce Cloud sandboxes. It manages client configurations, uploads code changes, and provides searchable logs across macOS, Windows, and Linux.
Project type: CLI tool
Languages: JavaScript
Frameworks and libraries: Express, Yargs
Tools and platforms: Node.js, Salesforce Commerce Cloud (SFCC)
sfccdevops | Last Contribution:
A browser extension that connects Salesforce Commerce Cloud page markers to development tools. It opens source files in an editor and content resources in Business Manager.
Project type: Browser extension
Languages: JavaScript, HTML
Tools and platforms: Node.js, Salesforce Commerce Cloud (SFCC)
sfccdevops | Last Contribution:
A VS Code extension that adds shortcuts for Salesforce Commerce Cloud development. It searches documentation and opens content assets or slots in Business Manager from ISML files.
Project type: VS Code extension
Languages: JavaScript
Tools and platforms: Node.js, VS Code, Salesforce Commerce Cloud (SFCC)
manifestinteractive | Last Contribution:
An unfinished voice-model project combining Mycroft recording tools with Coqui text-to-speech. It includes setup automation and optional backup and restore through Amazon S3.
Project type: CLI tool, Voice model training
Languages: Shell, JavaScript
Frameworks and libraries: Yargs
AI and data: Coqui TTS, Mycroft Mimic Recording Studio
Tools and platforms: Node.js, Amazon S3, Docker
manifestinteractive | Last Contribution:
An overview of a development team's Scrum process, from backlog preparation through deployment. It includes guides for planning, code review, and release workflows.
Project type: Developer guide
manifestinteractive | Last Contribution:
The API behind Weather Bar, a desktop weather application. The project includes server setup and testing documentation. Weather Bar has shut down and is no longer maintained.
Project type: API
Languages: JavaScript, CSS, API Blueprint, Shell, HTML
Frameworks and libraries: Express, Yargs
AI and data: Elasticsearch, MySQL, Redis, Sequelize
Tools and platforms: Docker, Node.js, Mocha, Docker Compose
manifestinteractive | Last Contribution:
A desktop weather application that displayed current conditions and forecasts in the menu bar. It supported saved locations and multiple languages. Weather Bar has shut down and is no longer maintained.
Project type: Desktop application
Languages: JavaScript, CSS, SCSS, EJS
Frameworks and libraries: Vue.js, Electron, Sass
Tools and platforms: Node.js, Mocha, Webpack
opensfcc | Last Contribution:
An unofficial Salesforce Commerce Cloud documentation site built with Next.js. It includes a searchable index and uses the Tailwind UI Syntax template.
Project type: Documentation website, CLI tool
Languages: JavaScript, CSS, Shell
Frameworks and libraries: Headless UI, Markdoc, FlexSearch, Next.js, React, Tailwind CSS, Cheerio, Yargs
Tools and platforms: Docker, Node.js, Salesforce Commerce Cloud (SFCC)
FindByColor | Last Contribution:
Artwork and reference material for the Find By Color calibration card, including color values and AR tracking markers.
Project type: Design assets
Frameworks and libraries: AR.js
FindByColor | Last Contribution:
A tool that converts the Find By Color calibration card into an AR Toolkit marker. The generated files let AR web applications recognize the card through a camera.
Project type: CLI tool, Augmented reality
Languages: JavaScript
Frameworks and libraries: ImageMagick, AR Toolkit
Tools and platforms: Node.js
FindByColor | Last Contribution:
A visual tool for exploring Find By Color libraries across different color models.
Project type: Web application, Data visualization
Languages: JavaScript, HTML, CSS
FindByColor | Last Contribution:
A training tool that downloads Open Images assets and prepares them for YOLOv8. It produces custom image-segmentation models.
Project type: Machine learning training tool
Languages: Python, Shell
AI and data: ClearML, OpenCV, TensorBoard, PyTorch, YOLOv8
Tools and platforms: Docker, AWS SDK for Python
FindByColor | Last Contribution:
An image-processing project for Find By Color with a web application and command-line interface. Its documentation covers local and container-based development.
Project type: Web application, CLI tool, Image processing
Languages: Python, Shell, CSS
Frameworks and libraries: Streamlit
AI and data: Albumentations, Matplotlib, NumPy, OpenCV, Pillow, PyTorch, Torchvision
Tools and platforms: Docker
manifestinteractive | Last Contribution:
A browser extension for inspecting and filtering analytics requests in developer tools. It supports Adobe, Google, and Facebook analytics traffic.
Project type: Browser extension
Languages: JavaScript, SCSS, EJS
Frameworks and libraries: Vue.js, Sass
Tools and platforms: Node.js, Webpack
manifestinteractive | Last Contribution:
The website repository for Weather Bar, the desktop weather application.
Project type: Website
Languages: CSS, HTML, JavaScript
FindByColor | Last Contribution:
An internal tool for generating industry color libraries, with documentation for data definitions and development workflows.
Project type: CLI tool, Data processing
Languages: JavaScript
Frameworks and libraries: Cheerio, Yargs
Tools and platforms: Node.js, Mocha
FindByColor | Last Contribution:
A visual database-modeling project for Find By Color. It uses Meteor Modeler to maintain a relational schema and generate JavaScript API modules.
Project type: Database modeling
Languages: JavaScript
AI and data: Meteor Modeler
Tools and platforms: Node.js
FindByColor | Last Contribution:
An early camera-based proof of concept for the Find By Color calibration card, with reference images for testing.
Project type: Web application, Proof of concept
Languages: JavaScript, HTML, SCSS
FindByColor | Last Contribution:
A Node.js web crawler for extracting microdata from web pages, with setup and usage documentation.
Project type: CLI tool, Web crawler
Languages: HTML, JavaScript
Frameworks and libraries: Cheerio, Yargs
Tools and platforms: Node.js, Mocha