PettingZoo and Gymnasium bindings for popular reinforcement learning environments outside of Farama
A set of communication oriented environments
An engine for high performance multi-agent environments with very large numbers of agents, along with a set of reference environments
AI/ML research agents from idea to paper-ready evidence. An EvoMap open-source project.
Sketch Material 3 Expressive screens in the browser and turn them into vibe-coding prompts.
A self-learning skill layer for Claude Code — distills skills from your real sessions, updates them as you work, and prunes the ones that stop getting used. No daemon, no benchmark.
Makes your AI agent think like the laziest senior dev in the room. The best code is the code you never wrote.
Releases for the Magnitude coding agent
Local-first, agent-assisted document-to-ontology workbench
VoiceStudio is the open-source, fully-local ElevenLabs alternative — voice cloning, voice design, video dubbing, dictation, transcription & audiobook creation in 646 languages.
Run AI agents on real and isolated machines — own kernel, filesystem, and network — with <200ms boot. Local first, OCI compatible, pure Rust.
See what Claude Code and Codex actually send to the API — and what each part costs.
Agent skill that removes signs of AI-generated writing from text
The agent harness performance optimization system. Skills, instincts, memory, security, and research-first development for Claude Code, Codex, Opencode, Cursor and beyond.
Self-hosted, open-source agent skill registry for enterprises. Publish & version skill packages, govern with RBAC and audit logs, deploy on-premise with Docker or Kubernetes.
Skills for Real Engineers. Straight from my .agents directory.
Paw Work - selection-first web agent for Chrome: select on the live page, describe the outcome, take away an editable office file. BYOK, sandboxed, no server.
Posthorse: fresh context, same journey. Native no-summary context windows for the fitchmultz/pi fork of the Pi coding agent, with rollover tools, durable notes, and history recovery.
Local social media automation dashboard for TikTok, Instagram, and YouTube.
JiuwenSwarm is an intelligent AI Agent built on openJiuwen. It extends the powerful capabilities of large language models directly to your fingertips through various communication apps you use daily.