python-attrs / attrs

Python Classes Without Boilerplate

snooppr / snoop

Snoop — инструмент разведки на основе открытых данных (OSINT world)

lemony-ai / cascadeflow

Cascading runtime for AI agents. Optimize cost, latency, quality, and policy decisions inside the agent loop.

luigifreda / pyslam

pySLAM is a hybrid Python/C++ Visual SLAM pipeline supporting monocular, stereo, and RGB-D cameras. It provides a broad set of modern local and global feature extractors, multiple loop-closure strategies, a volumetric reconstruction module, integrated depth-prediction models, and semantic segmentation capabilities for enhanced scene understanding.

swaroopch / byte-of-python

Beginners book on Python - start here if you don't know programming

Anil-matcha / open-agent-email

Open-source email infrastructure for AI agents: secure inboxes, REST and MCP APIs, SMTP, human approval workflows, signed webhooks, and Python and TypeScript SDKs. Self-host with Docker and PostgreSQL.

django-commons / django-polymorphic

Improved Django model inheritance with automatic downcasting

howie6879 / ruia

Async Python 3.6+ web scraping micro-framework based on asyncio

ray-r-ren / agent-apprenticeship

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.

evo-hq / evo

turns your codebase into an autoresearch loop — discovers what to measure, instruments the benchmark, then runs tree search with parallel subagents.

michaelshimeles / skills

Agent skills and an AGENTS.md workflow template — 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.

huytieu / COG-second-brain

Self-evolving second brain with 35 AI skills, 10 agents, and people CRM. Closed-loop harness: a V-model verification lifecycle where the worker never grades its own homework. Plus paired anti-slop design skills for marketing and product UI. Works with Claude Code, Cursor, Kiro, Gemini CLI, Codex.

XiaoLuoLYG / GOD

Govern, Observe, Direct - a real-time control room for agent societies

geoopt / geoopt

Riemannian Adaptive Optimization Methods with pytorch optim

x6nux / zed-globalization

Zed 编辑器汉化版 / 中文版 / 多语言版 — AI 驱动全自动翻译构建，支持简繁中文/日语/韩语 | Zed Editor Localized with AI-powered translation pipeline

Harvil1 / codeAgent

CodeAgent is an open-source coding agent that lives in your terminal. It understands your repository, plans multi-step changes, writes and edits files, runs commands and tests, and iterates until the task is done — all with a transparent, extensible tool loop.

rasa / scoop-directory

A searchable directory of buckets for the scoop package manager for Windows

Shy2593666979 / AgentChat

AgentChat 是一个基于 LLM 的智能体交流平台，内置默认 Agent 并支持用户自定义 Agent。通过多轮对话和任务协作，Agent 可以理解并协助完成复杂任务。项目集成 LangChain、Function Call、MCP 协议、RAG、Memory、HITL、Skill、Milvus 和 ElasticSearch 等技术，实现高效的知识检索与工具调用，使用 FastAPI 构建高性能后端服务。

feldroy / air

The first web framework designed for AI to write. Built on Python, FastAPI, Pydantic, and HTMX. By the authors of Two Scoops of Django.

LvcidPsyche / auto-browser

Give your AI agent a real browser — with a human in the loop. Open-source MCP-native browser agent.

deeptime-ml / deeptime

Python library for analysis of time series data including dimensionality reduction, clustering, and Markov model estimation

jonigl / mcp-client-for-ollama

Harness the power of local LLMs with this TUI MCP Client for Ollama. Featuring all core MCP primitives (tools, prompts, resources), agent mode, multi-server, model switching, streaming responses, human-in-the-loop, thinking mode, model params config, system prompts, and saved preferences.

plasma-ai / fractal

Hierarchical agent loops with recursive self-organization.

aio-libs / aiomonitor

aiomonitor is module that adds monitor and python REPL capabilities for asyncio application

offercontext / offerPilot

开源、本地优先的求职 Agent：管理投递、准备面试与整理 Offer；附 Agent Loop、Harness 源码导读和动手实验。

inclusionAI / Avernet

Distributed agent coordination platform where agents live, connect, coordinate, execute, and evolve together — like an organization.

inducer / loopy

A code generator for array-based code on CPUs and GPUs

catalyst-cooperative / pudl

The Public Utility Data Liberation Project provides analysis-ready energy system data to climate advocates, researchers, policymakers, and journalists.

samyost1 / 3dicon

One prompt in, a looping animated 3D icon out — with real transparency. A Claude Code skill.

OpSafari / hypoarena

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.

peternaame-boop / ytm-player

YouTube Music TUI client with vim keybindings, synced lyrics, and cross-platform media keys

holoviz / param

Declarative parameters for robust Python classes and a rich API for reactive programming

haxybaxy / video-pedal

A loop pedal for your webcam: hold a key to record, release to loop, press to go live. Outputs a virtual camera.

sutro-sh / jev-align

Build calibrated AI Functions from human feedback using Jev and GEPA.

Tier-Flow / LoopVL

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timczm / tinyagent

The core agent loop in a small Python codebase

MoMoM101 / RAG-ReActAgent

RAG ReAct Agent - A Retrieval-Augmented Generation system with ReAct (Reasoning+Acting) agent loop for intelligent question answering with multi-hop reasoning

OpenMOSS / OpenETA

An embodied task agent that connects perception, action, verification, and learning in a continuous physical-world loop

LMResiliency / lm-resiliency

Closed-loop fault localization and checkpoint recovery for LLM Pre-training

OpenLucasKaka / bareloop

A transparent, OpenAI-compatible agent runtime built from first principles.

Loopayeh / pkg-viewer

PKG Viewer by Loopayeh: view PS3/PS4/PS5 package info and cover art

AMAP-ML / LoopArena

Benchmarking models as runtime Controllers for Loop Engineering

swaroop2004 / Proven-Viral-Content-System

Research, brainstorm, and generate viral video content for Instagram, YouTube, X, and TikTok

EvannZhongg / Nosis

Nosis is a lightweight personal agent runtime: per-session execution boundaries with OS-level sandboxing, computer use, a full built-in toolset, Skill / Plugin / MCP extensions, one runtime shared by GUI and TUI, and file-persisted sessions, plans, and memory.

r1c7 / CluxMate

AI coding agent with one Python core and three front-ends — headless CLI, Textual TUI, and an Electron desktop. Works with any OpenAI-compatible API, with risk-tiered permissions, event-sourced replayable sessions, and a fail-closed OS-level sandbox.

Ayin1412 / ForzaHorizon6-VisionAI

Camera-only closed-loop driving agent for Forza Horizon 6, with geometry as the control interface.

CamusGIT / EvoQuant

EvoQuant is a self-evolving AI research agent specialized in quantitative investment research. It runs the full research loop autonomously

warmsum / deepseek-harness-python-tutorial

DeepSeek Harness (DSH) Python 教程：17 章从零实现 Agent Loop、插件系统、工具调用、Session、上下文工程、Subagent 与 Headless CLI

Wbbbbjikjgo / ERP-AGENT

本项目基于通义千问（qwen-plus）大模型构建AI Agent智能采购管理系统，专为摩托车零部件采购场景打造。系统与现有Java ERP后端深度集成，覆盖供应商智能分析（信用评级与供货能力对比）、采购订单全生命周期管理（创建、修改、审批流转）、库存预警与出入库自动化管控，以及零部件多维度检索与供应商关联查询等核心业务环节。内置26种数据可视化图表，直观呈现业务分析结果，并支持Markdown、HTML、CSV、JSON等多种结构化文档输出，便于数据导出与报告生成。系统引入Human-in-the-Loop（HITL）人工审批机制，在关键决策节点保留人工干预能力，平衡自动化效率与业务安全性，形成高效、智能且可控的采购管理闭环。

adand-91 / gpt-6-astra-skill

Astra Skill Optimizer for GPT-6/Astra project Skill and workflow adaptation

jtaroreh / agystack

Closed-loop engineering workflow and agentic swarm orchestration plugin for Google Antigravity

TeleHuman / WNM-3D

Official Implementation of "WNM-3D: A World Navigation Model with 3D Scene Conditioning for Closed-Loop VLN"

DrDroidLab / open-index

Deterministic memory layer for your agents

junjiezhang207 / mediLoop-agent

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openlayer-ai / jevals

Agent evals and guardrails as Jev decisions: one request per trace, a fraction of a cent, fast enough for the agent loop. Runs locally with Kev or Laya.

coopersimson96 / aar-loop

Run an After Action Review after any AI session and write concrete lessons so your agent stops repeating mistakes. A manual Reflexion loop, built on the US Army's AAR method.

z15114664687-dot / hr-onboarding-agent

Open-source AI-assisted HR onboarding for Feishu/Lark: configurable workflows, document OCR and review, Bitable sync, reminders, and a zero-credential demo.

YSQ-boop / paper-lens

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IvenKooLab / loci

Shared memory for AI coding tools: hybrid search, cited Q&A, harness memory discovery and a built-in Web console. Local index, MCP + HTTP.

Erutaner / CLADE

Closed-Loop Agentic Discovery Engine for Machine Learning Research and Engineering