Accessibility-first browser & computer use for AI agents β one MCP server for every harness (Codex, Claude Code, OpenCode, Antigravity). Instruments the DOM/accessibility tree via CDP instead of screenshot loops: diffed snapshots, stable element refs, trusted input, typed errors. Zero dependencies
ARIS βοΈ (Auto-Research-In-Sleep) β Lightweight Markdown-only skills for autonomous ML research: cross-model review loops, idea discovery, and experiment automation. No framework, no lock-in β works with Claude Code, Codex, OpenClaw, or any LLM agent.
SoL-Pi: Scaling Auto-Research Loops for Efficient Agent Harnesses
Fl Studio 2025 complete standalone setup. Ready-to-run desktop installation with all features unlocked.
An endless local jukebox: loops songs through seamless jump points and mixes your library into one continuous set.
The world's best AI personal assistant for email. Open source app to help you reach inbox zero fast.
Curated directory of terminal-native AI coding agents and the harnesses that orchestrate them. Covers open-source tools (Pi, OpenCode, Aider, Goose), platform agents (Claude Code, Codex, Gemini CLI), parallel runners, autonomous loops, and agent infrastructure.
Nexent is a zero-code platform for auto-generating production-grade AI agents using Harness Engineering principles β unified tools, skills, memory, and orchestration with built-in constraints, feedback loops, and control planes.
Art and animation, written as code. Illustrations, loops, interactive web art, launch-videos and scored films in dozens of styles, identical on every render.
β‘οΈnext-generation personal AI assistant powered by LLM, RAG and agent loops, supporting computer-use, browser-use and coding agent, demo: https://demo.openagentai.org
A curated list of plugins, skills, MCP servers, patch/profile layers, orchestrators & UIs for DeepSeek Harness (DSH). Visualization Β· PPT Β· Coding Β· Agents Β· Loops (auto-research) and more. #dsh
DSH PUA β δΈΊ DeepSeek Harness ζδΎ PUA δ»»ε‘ζ¨θΏγθ§θ²ι£ε³γιͺζΆεΎͺη―εθΏθ‘ηΆζε‘η Β· PUA task persistence, personas, verification loops, and live status cards for DeepSeek Harness
A curated list of autonomous improvement loops, research agents, and autoresearch-style systems inspired by Karpathy's autoresearch.
Open-source orchestration for coding agents. Define your own workflows, reviewers and repair loops. zeroshot enforces the process you configure.
The most autonomous AI agent framework: runs unattended on GitHub Actions, self-healing skills, drives Claude Code, Grok, Codex & more. No approval loops. Configure once, forget forever.
BootLoops 1.0: certified computational tools and house engines for exact and high-precision physics and quantitative science, built to be driven by LLM agents. MIT; docs CC BY 4.0.
Graph-Orchestrated Agent Loop β a production-grade framework on LangGraph. Combine workflow graphs and agent loops, transpile Dify DSL to runnable code, swap wire protocols (Dify/OpenAI).
A curated list of software factories, agent factories, and dark factories: systems that run AI coding agents autonomously, in parallel, and in loops.
Neo.mjs is a self-evolving software organism: a professional end-to-end AI engineering team whose cross-model swarm inhabits live apps via Neural Link, Active Hybrid GraphRAG, DreamService, and self-healing loops.
These scripts will make your UGUI ScrollRect reusing cells, to improve performance, loading time and draw calls.
The living ecosystem where AI agents complete tasks through workflow loops, improve through iterative execution, are evaluated by mentor agents or humans in the loop, and turn completed work into reusable work experience and data to improve future agents.
Complete working example of using Domain Driven Design (DDD), Hexagonal Architecture, CQRS, Event Sourcing (ES), Event Driven Architecture (EDA), Behaviour Driven Development (BDD) using TypeScript and NestJS. Like what you see? Don't forget to star! β ^^^
Agent skills and an AGENTS.md workflow template β isolate in worktrees, build to a service layer, prove with evidence, ship with before/after proof and Greptile review loops. For Claude Code, Cursor, and Codex.
Beautiful vim-style powerline for Claude Code
High performance, streaming and concurrent functional programming in Haskell
A codex plugin for running optimization loops inside a codebase. It is useful when you have a measurable target and many possible changes to try: test runtime, build speed, bundle size, model loss, Lighthouse scores, memory use, query latency, or any other metric you can print from a script.
Macro(s) for vectorizing loops.
Hierarchical agent loops with recursive self-organization.
Open-source control plane for AI coding agents. Run an AI engineering team: parallel Claude Code, Codex, and Gemini workers with a shared board, atomic tasks, schedules, loops, origin-stamped messaging, model switching, and self-healing recovery. One dashboard, or your phone. MIT, single Rust binary.
Scientific hypothesis-discovery workbench: grounded hypothesis-evidence graphs, synthetic literature with planted causal chains, generate-debate-evolve loops over pluggable offline adapters, Elo tournaments recovering planted skill order, paraphrase dedup, Bayesian evidence accumulation, reproducible reports. NumPy core, CPU-only torch extra.
One chat, unlimited AI orchestration.
Guardrails for Pi that steer instead of interrupt: enforces your project rules on every write, holds only hard-to-undo actions (3 per 1,000 calls, measured on real sessions), catches unverified "done" claims and stuck loops, and trims tool output. Built on pi-typesafe.
The model is the engine; the harness is the car. Curated knowledge on harness engineering β context management, tool design, agent loops, memory, sandboxing, evals. EN/δΈζ
Pluggable controls for reliable AI agents: validated outputs, bounded loops and frozen collective decisions.
Probe the fractal convergence landscape of reasoning models
Metered Astra and DeepSeek visual build loops, with comparison websites and cost receipts.
A high-performance, GGUF-native Rust & CUDA inference engine optimized for cold-start latency and real-time 'System 1' agent decision loops.
Rebuild Claude Code's agent harness step by step with LangChain and LangGraph β from agent loops and tools to permissions, subagents, context compaction, memory, and recovery.
Runs, traces, tool calls, LLM calls, errors, latency, tokens, and eventually detection for agents that appear stuck or caught in loops.
ε¨εη ChatGPT / Codex εζΆδ½Ώη¨ DeepSeek V4.1 Flash δΈ GPTγLocal loopback router, native Responses API, full tool loops, no fork.
Plants vs Brainrots AFK farm macro concept for Windows, covering planting and collection loops, inventory checks, visible-window requirements and interruption handling.
Local-first static analysis for EF Core: finds performance and correctness problems (SaveChanges in loops, unbounded queries, cartesian Includes, sync-over-async, unsafe raw SQL) with evidence and remediation.
A co-pilot for Claude that learns how you work and runs your weekly PM overhead: morning brief, weekly prep, open loops, and self-improvement. Tool-agnostic; runs in Claude Cowork or Claude Code.
u can just hack your midi on a saturday night where you're feeling existential and also you still don't know how to do loops with the looper thing on it so you just wanna do it all with your voice
Open-source AI agents for coding, research and automation. Run locally with your models, persistent memory, multi-agent execution, skills, MCP and self-evolving.
FL Studio 26 is a complete software music production environment and Digital Audio Workstation (DAW) developed by Image-Line. Renowned for its intuitive pattern-based workflow, advanced Piano Roll, and expansive virtual instrument ecosystem, FL Studio is widely used by music producers, beatmakers, sound designers, and audio engineers worldwide.
Any track becomes a game soundtrack: AI-detected sections, seamless loops, beat-aligned transitions, intensity layers.
An agentic workflow for autonomous engineering loops
Distributed AI multi-agent autonomous system β digital employees for long-horizon tasks, running 24Γ7 β Meta-bootstrapping Β· Real-autonomous Β· Omni-evolution
Autonomous agent loops for Hermes Agent: the autoresearch harness and the health/improvement maintenance loops.
Seedance 2.0 agent skill with evidence gates, reference roles, sequence state, repair loops, validation, and documented API integration boundaries.
FL Studio Craft
An open-source home for playable game projects: showcases, playtests, and feedback loops for creators.
Offline Engine Simulator to Unity audio-bank generator with seamless RPM/load WAV loops.
Local LLMs that run lean, load instantly and keep getting smarter. A from-scratch runtime + model format in Zig: zero-copy mmap, CPU/CUDA/Vulkan engines, OpenAI-compatible server, 2:4 sparsity, Net2Net growth, in-file version history, self-learning loops.
Multi-agent systems, memory, planning, reasoning loops
An operating system for AI agents. Plug in the agent CLIs you already use (Claude Code, Codex, Gemini CLI, Cursor) and they become a team: they split the work, hand tasks to each other, run automated on jobs and loops, and share one project memory. You steer everything from the browser.