Havuz

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

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

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

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

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

A minimal local coding agent in Go — a faithful port of Sebastian Raschka's mini-coding-agent, with no LLM framework.

deedchain, browser agent raporlarındaki iddiaları kaydedilmiş ground truth ile karşılaştırarak rapor doğruluğunu ölçen bir benchmark ve Python kütüphanesidir.

Neden yükseliyor · Repo yalnızca 23 günlük ve 28 yıldızlı; son 28 gün commit ve farklı yazar verisi ölçülmediği için yükselişin arkasındaki aktivite veya benimsenme düzeyi doğrulanamıyor. Rapor doğruluğunu ayrı bir değerlendirme konusu yapması dikkat çekici olsa da README'deki “first benchmark” iddiası bağımsız olarak doğrulanmış değil.

OpenChart, grafikler, uyarılar ve AI agents üzerinden piyasa analizi yapılmasını sağlayan masaüstü trading uygulamasıdır.

Neden yükseliyor · Repo yalnızca 1 günlük ve 46 yıldız almış; bu, ilk ilgiye işaret ediyor ama benimsenme kanıtı sayılmaz. Son 28 günde 23 commit ve 2 farklı yazar var; erken geliştirme hareketliliği mevcut, ancak topluluk ve ürün olgunluğu hakkında güçlü çıkarım yapmak için veri az.

CyberGuard, AI agent’larla güvenlik soruşturmalarını yürütmek ve müdahale kararlarını onay, denetim izi ve sonuç kontrolleriyle yönetmek için bir SOC uygulaması sunuyor.

Neden yükseliyor · 10 günlük bir repoda 54 yıldız ve son 28 günde 58 commit bulunması erken ilgi ve yoğun geliştirme sinyali veriyor. Ancak farklı yazar sayısının 1 olması, bu hareketliliğin topluluk katkısı veya bağımsız benimsemeyle desteklendiğini göstermiyor.

IvyClaw, yazılım geliştirme görevlerini birden fazla AI agent, araç ve sandbox kullanarak uçtan uca yürütmeyi hedefleyen Python tabanlı bir sistemdir.

Neden yükseliyor · Repo 15 günlükken 61 yıldız almış; bu, kısa sürede ilgi gördüğünü gösteriyor. Ancak son 28 günde 4 commit ve 1 farklı yazar var. İlginin kaynağına veya benimsemeye dair ek kanıt yok; yıldızlar tek başına üretim olgunluğunu doğrulamıyor.

Creating realistic RL environments requires collaboration between researchers, engineers, and domain experts across many dimensions: artifac

FOREST is a research agent for long-horizon science, where evidence gets lost, errors compound, and goals drift. It explores ideas, reads li

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

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

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

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

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

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

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

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

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

Agent Deck

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

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.

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

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

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

Open-World Self-Evolution for LLM Agents — agents that build both their skills and their own verification signals from scratch, with no targ

Official Findings of EMNLP 2026 implementation of Corpus2Skill: compile a document corpus into a navigable skill hierarchy that LLM agents e

27 scope-enforced AI agents that run the full pentest kill-chain (recon → exploit → post-ex → DFIR → report) as a one-command Claude Code pl

Local outcome-loop + reward layer for coding agents — remember what worked, ship the next move, measure how it landed. Docs at nimroboai.com

A linked-list discipline for knowledge, memory and pointer hygiene in large projects: five laws plus portable Python engines (declarative ru

Reusable multi-round research skill for evidence-backed product, market, technical, open-source, and investment-style surveys.

An agent skill that plays ARC-AGI-3. One rule: say what an action will do before you spend it. Claude Code on Opus 5 finished all 25 public

DeepSeek Harness 的执行迷宫——看 Agent 真实怎么干活：迷宫时间轴 · 数据轨道 · 确定性执行分析 · 多会话对比 | The execution maze for DSH agents: maze timeline, per-step data trac

Open source skill library for AI coding agents to write, optimize, and debug high performance compute kernels across CUDA, Triton, and quant

EurekAgent: an autonomous research system for metric-driven tasks, built with Claude Code. Define the problem and metric. Get breakthrough r

242 evaluated academic Claude/agent skills across 18 research domains — bioinformatics, cheminformatics, data science, databases, clinical,

Self-hosted personal AI agent with a WebUI, memory, tools, MCP, sub-agents and automations. Connect local or cloud LLMs.

A task conductor for Claude Code that gets better the more you use it. Multi-agent orchestration with an evidence contract that BLOCKS inste

Paper artifacts, figures, aggregate data, and share cards for the DXRG paper: What LLM Trading Agents Actually Do in Production (six months,