Havuz

Evolutionary multi-agent runtime that breeds, evaluates, and improves autonomous agents across reproducible epochs to converge on optimizati

The why layer of repo-native project memory: the reasoning behind a codebase as Markdown in the repo, versioned by Git, for coding agents an

按问题复杂度自动分流的电商客服 RAG：简单问题直接回答；复杂问题经过多跳检索并自我纠错；查单、退改通过工具调用完成，且高风险写操作必须先经人工确认。基于 FastAPI 和 LangGraph，混合检索并附带引用，内置离线评测与 Prometheus 指标。涵盖简历写法和项目面

🌃 Capri — Edgerunners-inspired AI agent for your desktop. Works with Claude Code, Codex, Antigravity & more.

Gradient descent, but the parameters are agents — a parallel, asynchronous framework for self-evolving agents (skills, prompts, harnesses).

Code-only runtime toolkit for cost-aware multi-agent organization and control

This 14 MB Agentic LLM(Cactus Needle 2) can control your phone completely.

Agent Skills lifecycle toolkit: mine repeated coding-agent workflows, audit and personalize skills, and generalize personal skills for publi

LLM agent 的有界自纠错长期记忆层：把连续、含矛盾的项目交互日志蒸馏成有界、可自更新的记忆库。Bounded, self-correcting long-term memory for LLM agents — candidate pool + value dynamic

Loop until it's better — drop-in agentic loops (autoresearch, scientific writing, data analysis, code/SQL/prompt optimization, red-teaming)

A direction in development: a model drafts an ontology from business tables or a document, code checks the draft against the data, a person

Don't trust an autoresearch paper at face value. Reviewer-side integrity forensics (self-consistency + fabrication), deterministic verdict.

A local, Git-native review + feedback layer for existing LaTeX projects.

Python toolkit for PowerPoint ↔ HTML, built for AI. Round-trip fidelity preserves formatting across every edit loop — ideal for RAG ingestio

Co-manage memory with your coding agent across sessions. A local workbench for Claude Code, Codex and Pi.

把 dsh 会话变成合规、可复现、可追责的 AI 投研工作台：ai-hedge-fund 回测 + risk-gate 风控 + cron 盯盘 + 记忆复盘 | compliance-first AI investment desk

Agentic text-to-SQL SDK: hand the LLM one execute_sql tool and let it explore the schema, test queries, and self-correct — no RAG, no semant

Agent/RAG/AI应用：Agent零基础入门学习笔记➕编程平台

Universal, model-agnostic operating harness for AI agents (Claude, Codex, Gemini, …) — a lean core + work-type profiles assembled by one set

Asamana is an AI-driven emergent narrative engine.

Project memory for long-running AI work across agents, models, and sessions. Keep context, decisions, progress, and next steps in local proj

22 production-grade skills for AI coding agents — setup, scope, discipline, code review, security, session management, governance, ops, and

Open-source alternative to Claude Co-Work built by Claude. with BYOK

AI coding agent for Visual Studio 2022/2026 — chat, inline completion, and five autonomous agents that explore, plan, patch, and verify buil

Local-first YOLO workbench for annotation, training, evaluation, and AI assistance.

A minimal, readable agent-framework kernel — understand how LangGraph/ADK work under the hood. 1800行代码的 agent 框架内核，理解 LangGraph/ADK 底层的工作原理

Built from the ground-up for agents, Vessel Browser is an open source AI browser for Linux/Mac/Windows that provides a durable state, MCP co

Harness-Zero: Harness Distillation via Agent-as-Harness

Agent Execution Partnership AEE is an open-source control plane that ensures every AI agent action is authorized before it runs, observable

Browser automation where an LLM plans and Jev (Typesafe System One) decides. Library, CLI and MCP server.

An end-to-end framework for Agentic Reinforcement Learning.

Autonomous multi-agent pentest framework — plans, exploits, verifies (proof-required), CVSS-scores and writes client-ready reports. 104/104

Online-adaptive multi-agent framework for enterprise API orchestration. Adaptive circuit breakers, SLA-driven routing, hybrid LLM+rule inten

AI World Generator 2026: Create Self-Evolving Maps & Stories

Multi-Agent AI Task Orchestrator 2026

Reliability harness for long-running OpenClaw agents: persistent state, strict task contracts, scheduled execution, and external validation.

Agent Deck

Local-first agent platform: board + role agents + agent CLI runs (Claude Code, Cursor, Antigravity, OpenCode) or local and API models (Ollam

Drop-in prompt-caching fixes for the LLM agent harness you use. Point your AI coding agent at this repo and it ships the patches.

Self-hosted AI workspace with agents, skills, and tools (Gmail, Calendar) that runs entirely on your own provider API keys (BYOK). Bring you

Official Code for the paper "Doc2Harness: Benchmarking LLMs on Long-Horizon Harness Engineering of Coding Agents "

Offline-first Python AI agent that runs a tiny research business: quotes each job against its own costs, collects via Stripe, fulfils with N

An open-source research system for autonomous investigation, recursive self-improvement, and human–AI collaboration. Run experiments, refine

Agents for Role Play. Agents for Game. Agents as a Game. An orchestrator-agents engine for living worlds — file-backed, event-sourced.

AI framework for Ruby/Rails developers

An open taxonomy and scoring framework for evaluating AI agent sandboxes: 7 defense layers, 7 threat categories, 3 evaluation dimensions, 27

Fault-injected tool environments with side-effect grading for evaluating and post-training LLM agents

Causal memory layer for AI agents — MCP server that records decision→outcome relationships. Survives compaction.

SDK, skills, and examples for Inkbox: give AI agents a persistent identity with email, phone number, and internet address

:dog: Beagle is designed to be the unified platform for the broader Recursive Self-Improvement (RSI) ecosystem. Think of it as Hugging Face