hatchmoment.

Per-step Integrated Gradients analysis for diffusion-policy robotics models

Enables detailed attribution of vision, language, state inputs

SymQNet: fast adaptive Hamiltonian learning via amortized acquisition

RL‑driven VAE speeds quantum system identification

iSCAT‑based NMC battery degradation analysis pipeline

Comprehensive scripts for optical‑electrochemical data processing

Leakage‑aware backtesting framework for financial metric forecasting

Ensures point‑in‑time validation on public finance data

PHANTOM: Zero-copy multi-agent LLM KV-cache serving on Apple Silicon Unified Memory

Optimizes LLM inference by sharing KV-cache across agents without copying

AI mod for Slay the Spire 2

automates gameplay

Interactive offline Git trainer for learning Git commands

Self‑contained, test‑driven, no‑network Git simulator

buildcast: CLI that predicts remaining build effort using calibrated probabilistic forecasts

probabilistic forecasts with self‑validation

Shared AI context cache

Saves tokens

Build watchOS apps with React, rendered as native SwiftUI.

Native SwiftUI rendering via JSI.

Centella: deterministic task orchestrator for Claude Code

Runs Claude tasks in isolated worktrees, no API key

A specialized financial calculator

Precise tool for bond obligation analysis

P2P multi-agent orchestration with crash-safe SQLite persistence and real-time streaming

Crash recovery and smart routing for distributed systems

Interactive 3D Earth map of literary and philosophical figures

Visualizes curated personas on a globe

Browser-based Nintendo 64 emulator with local & P2P multiplayer

Adds real-time multiplayer via WebRTC to an existing emulator

Liko-FCM userscript manages friends, rooms, and profiles in BondageClub

Adds in‑game friend/room management UI

Automated cleanup service for OpenWebUI users, chats, and files

Auditable retention enforcement for OpenWebUI

Thesis Snapshot API validates investment theses with LLM and web research

LLM-powered thesis verification with caching and compliance checks

Self‑hosted crypto payment processor for merchants

Offers fee‑free crypto payments via a full API

Go backend API for crisis building‑damage reporting

Idempotent upserts, versioning, multi‑format export

Flask API & PWA for browsing Cologne Mensa menus

Live menu, diet filters, ratings, offline access

Self-hosted non-custodial stablecoin payment server

Zero-key server, secure on-chain payments

Clinical data science workflow for ICU sepsis patients

Improves mortality outcome analysis

AI-powered document chunking pipeline for RAG systems with quality guardrails

Efficient, context-aware chunking with gpt-5.4-nano reduces costs while maintaining data integrity

FancyFolium: enhanced Folium maps with panels, legends, and stats

Adds UI controls, live histograms, and raster conversion

ArcGIS Pro tool to batch attach files to feature layer records

Automates attachment matching and loading for GIS data

Fast MariaDB clone pool for parallel CI tests

Creates 200 pristine clones in seconds via snapshots

Point-in-time Polymarket market dataset for research and analysis

Clean, versioned parquet data with timestamps

Self‑hosted log collection panel with Go agent for centralized search & alerts

Works out‑of‑the‑box, supports many sources & alert channels

Remote system monitor that pushes status to ntfy.sh

Lightweight Python daemon for instant alerts

K8s-sims: toolkit to run and benchmark Kubernetes simulators

Provides reproducible multi‑simulator benchmarking

OpenShift console plugin for managing sandboxed containers

Adds UI to monitor and control Kata workloads

Reusable GitHub Action to render Quarto docs and publish via rsync

Secure, token‑free docs deployment

wevtail – tail‑f for Windows event logs, live streaming with colors

Push‑based live log follow, no polling

Headless EZ-FLASH Air emulator for testing GBA kernels

Runs hardware tests without a physical cartridge

ASIL-D TSN Zonal Backbone for NXP i.MX8X with Network Calculus latency verification

Production-grade, hard real-time network scheduling IP stack for SDV Zonal Architectures

Battery‑powered ESP32 firmware that pulls .bin frames via MQTT and paints a 13.3" e‑paper panel

Low‑power, MQTT‑driven display for long‑term battery life

Linux USB driver & screen customizer for ThermalRight AI HydroNous R1

Enables low‑power video playback on niche USB LCD

Python SLMP client for Mitsubishi FREQROL‑E800 inverters

Zero‑dependency, high‑level API for bit/word access

OpenKeiko Firmware: open-source MicroPython firmware for dual RP2040 hardware control

Ready‑to‑flash firmware for experimental hardware

Zig Signal Protocol library with C API for cross‑language use

Zero‑runtime, portable Signal crypto without Rust

CA-BPN: Cache-Aware Batch-Size Policy

Improves constant-time normalization

LeakGuard: FastAPI & Telegram bot for domain data‑leak checks

Combines multiple leak sources with a simple UI

XERA OSINT Framework automates passive web and dark‑web investigations

Integrates LLM, Tor, and search APIs for end‑to‑end OSINT

Native macOS screenshot & screen‑recording app, replacing built‑in tools

Full‑featured, no‑Electron capture with annotator and scrolling support

Telegram quiz bot for solo, group, and duel games with ELO rankings

Feature‑rich, self‑hosted quiz bot with stats and leaderboards

Local GPX viewer & race planner that visualizes routes, stats, and strategy

Full-featured offline GPX analysis in the browser

Local AI meeting notes app that records, transcribes, and generates structured notes

Runs entirely on-device, preserving privacy

Node.js CLI & web tool to forward webhooks/emails to self‑hosted WeCom

Zero‑dependency, multi‑mode WeCom messenger

Vit: Git‑style version control for video editing timelines

Manages timeline edits as lightweight JSON

Adversarial red‑team/blue‑team framework for AI2‑THOR embodied agents

Evaluates LLM‑driven robot safety against prompt attacks

Mucuk Bot: Instagram automation with games, AI chat, and scoring

Provides interactive games and AI replies within Instagram

Fabric mod enabling Discord-Minecraft server communication

Allows seamless messaging between Discord channels and Minecraft server

Equity-aware municipal service request management app

Combines service routing with socioeconomic weighting

PDF Editor web application with backend, document engine, and React UI

Provides end‑to‑end PDF editing and processing stack