Havuz

Repairs predictable tool-call mistakes that often derail open weight models. Supports integration with other extensions' custom tools.

Multi-model consensus debate via the filesystem. LLMs propose, peer-review, rebut, vote and synthesize a group-confirmed answer. CLI + MCP.

Deterministic code-graph (GraphRAG) over your repo for LLM agents — local-first, git-native, zero-infra, served via MCP. Python, TS/JS, Rust

Single-agent multi-modal system for insurance damage claim verification. #1 globally, HackerRank Orchestrate June 2026 (15,295 registrants).

AI-powered Lead Qualification & Routing System built with n8n, Gemini and Python.

The open testing standard for voice AI agents. Deterministic + semantic + RAG augmented evaluation. Local first. Zero telemetry.

Claude Code plugin that makes coding agents measurably cheaper over time: collect token costs, distill candidate rules, benchmark them on a

Compact operational charter that turns LLM coding agents into disciplined principal engineers. Eleven rules + one meta-rule.

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

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

Automate web workflows on real browser tabs without hosting a browser farm.

CatchBench: a benchmark for auditing agent failures across the full lifecycle.

spec-builder + harness-bootstrap. Specs both you and the AI understand. An agent team tailored to your repo, derived from your contract and

PaperJury, Claude Code içinde araştırma makalelerini LaTeX üzerinde gözden geçirip sınırlı ve kontrollü düzeltmeler önermek için kullanılan bir skill'dir.

Neden yükseliyor · 117 günde 1207 yıldız alması; arXiv makalesi, dogfood örneği ve sayısal baseline karşılaştırmalarıyla dikkat çekiyor. Ancak son 28 günde commit ve farklı yazar olmaması, yükselişin güncel geliştirme etkinliğiyle desteklendiğine dair kanıt sunmuyor.

A minimal local coding agent built on the CloudWeGo eino framework — the framework-variant sibling of mini-coding-agent-go.

Multi-agent demo for Statewave conflict resolution. Concurrent agents write to a shared subject; the compiler detects contradicting facts vi

FastAPI reference app for Statewave memory integration. Wraps every chat turn with get_context before the LLM call and record_episode after;

Catches multilingual voice agents placing the wrong order. τ-bench style benchmark + CI gate for voice ordering agents in English and Hingli

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

DrugTargetWorld: a synthetic biobank for training and benchmarking AI scientists on end-to-end drug target discovery. Paper: arXiv:2610.0955

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

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

Production-ready Claude Code decision intelligence marketplace with adversarial routing, evidence-driven analysis, specialized agents, bench

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

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

A git-native, review-gated knowledge base for AI agents: they propose writes, you approve them. Every claim cites a source, every change is

ALTA, LLM agents kullanarak piyasa fırsatlarını araştıran, bulguları denetime açık tutan ve işlemleri önce Shadow modunda simüle edebilen yerel bir trading platformudur.

Neden yükseliyor · 31 günde 812 yıldıza ulaşması projeye belirgin görünürlük kazandırmış; denetlenebilir multi-agent araştırma akışı ve Shadow/Broker ayrımı ilgi çekici olabilir. Ancak yıldız artışının nedeni veriden kesin olarak çıkarılamıyor; son 28 günde 19 commit'e rağmen farklı yazar sayısı 1.

Open protocol for AI agent work contracts and verifiable execution — authorization, evidence, and acceptance for multi-agent systems

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

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

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

[Public preview] Externally scored agentic ML research benchmark: 60 tasks, real competition ground truth. Open protocol, operated evaluatio

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.

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

一个将现实议题、规则机制与角色关系转化为可交互多智能体仿真/演绎世界的生成与运行框架。

Verification-gated skill routing and self-improvement harness for Hermes-style agent skills

An unattended maintainer for one repository. It reviews, files, prunes, and merges only against proof that a guard bites.

Next-Gen Multi-Agent Swarm Orchestration Engine. Coordinate 50+ LLM nodes (GPT-6, Claude 5.5, DeepSeek-V4) in a high-speed mesh network. "R