Custom agents

Minimum state products on Dijkstra's self-stabilizing token ring — exact values for n = 3 through 9 and a large-n conjecture supported through n = 10. Paper, sorry-free Lean 4 formalization, Python research probes, and an independent verifier.

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

AI-native event-driven trading engine. Rust core with Python RL bindings. Built-in Gymnasium environments, LLM agents, SHAP explainability, and model ensembling — from backtesting to production.(AI 原生事件驱动交易引擎，Rust 内核，Python RL 绑定，支持 Gymnasium 环境、LLM 智能体、SHAP 可解释性与模型集成，贯穿回测到生产部署。)

Machine-readable robot ontologies for LLM agents — query what a robot can do, validate actions before they touch hardware. IEEE 1872-anchored. Ships Unitree G1 & AgiBot X2 packs.

An open-source, self-hostable, multi-user, multi-persona, security-hardened agentic OS.

Code for paper "AV-SQL: Decomposing Complex Text-to-SQL Queries with Agentic Views"

Geometric framework for extracting structure, transitions, and stability from dynamical systems.

Local-first delivery system for coding agents — turn one product goal into coordinated, review-ready changes across repositories.

Polymorphic Agent Swarm Architecture: model-agnostic, self-organizing multi-agent system with 6 topologies, 1,095+ tests (adversarial, chaos, e2e, integration, performance, MCP, Ray), 18 completed phases.

Interactive setup wizard that generates project-specific CLAUDE.md configuration files for Claude Code integration. Supports 12 app types, 7 development methodologies, and 19 feature sets.

AgentRearrange is a Swarms orchestration primitive that turns a tiny string DSL (-> for sequential, , for concurrent) into arbitrary mixed-topology multi-agent workflows.

An open-source AI agent platform that does the work for you.

A high-performance, multi-agent observability engine designed for the Model Context Protocol (MCP). It provides a non-blocking, transparent proxy layer that implements deterministic token attribution, real-time context-window alerting, and heuristic-driven static analysis to optimize LLM metadata overhead at scale.

An experimental real-time collaborative coding platform exploring agentic AI within live communication workflows. CodeWeave introduces an AI participant that passively observes conversations and responds contextually when invoked (e.g., @ai), acting as an intelligent third collaborator in human-to-human and human-to-AI interactions.

collection of all my notes for agentic ai

Skills built by the Economic Mind team. Useful if you wear a Patagucci vest unironically at work.

Resume Tailorator is a sophisticated multi-agent AI system designed to analyze job postings and tailor your resume to match specific job requirements. It ensures authenticity, avoids AI clichés, and optimizes for Applicant Tracking Systems (ATS).

See cache health, context fill, token burn, rate limits, and peak hours in Claude Code CLI. The status line for tokenminning - cache rules everything around me - dolla, dolla bill, y'all.

Wolffish is a local-first, markdown-powered personal AI desktop app built with Electron. It runs on macOS, Windows, and Linux, and maps the human brain’s architecture onto a deterministic agentic software pipeline where 15 runtime modules each handle one specific function — routing input, building context, and enforcing safety.

AI-Powered DevSecOps Monitoring Platform — FastAPI · Docker · Kubernetes · AWS EKS · Terraform · Prometheus · Grafana · React · GitHub Actions · OPA Gatekeeper · Z-score Anomaly Detection

Resume Analyzer is an AI-powered application that analyzes resumes, extracts candidate information, and matches candidates to job requirements using local LLM (Large Language Model) capabilities.

Client plugins for OmniMCP by Arcade.dev — install the hosted Omni MCP server (500+ tools, one connection) in Cursor, Claude Code/Desktop, and OpenCode.

Find the right tool for every layer of your agent stack

The command-line interface for the GDELT Project — built for agents, optimized for automation.

Hands-on workshop: wire Codex CLI to SonarQube Cloud for secrets scanning, issue detection, and automated verification of AI-generated code

BuddyDesk — Windows 桌面 AI 伴侣：灵动岛 + 像素橘猫 + 命令执行。纯 Python/PySide6。

内嵌进 MATLAB/Simulink 界面的 AI 助手侧边栏，支持 Claude Code/Codex 后端。

This open source project uses Nest JS and Tailwind to connect to LLM Models and is for chatting with Llama 3.3 and 3.2 models.

基于 Spring AI Alibaba 架构的企业级智能客服系统 | RAG + 混合检索（向量+全文）| PostgreSQL pgvector + tsvector | 支持多格式文档处理与意图识别

Rimworld Chat Interactive Service Mod

Génération automatique de débats politiques par IA. Audio + vidéo.

A period tracker app with a chatbot

Free offline AI chat for Windows. Llama 3.2 3B model. No API keys, no censorship, no internet required. 100% private.

LEO BOT: the AI for Chatbot, Marketing Automation and Personalization Engine

Thin Integration Harness Engine for SMEs — decouple Shell, Brain, and plugins via OpenHarness. Headless, contract-first orchestration. Not an Agent framework.

Clean-architecture Flutter-based AI chatbot designed to be a powerful conversational AI interface and compatible with any AI model.

:speech_balloon: A lightweight and fully customizable Discord chatbot designed for fast server setup and server-specific conversational behavior. Simple to configure and even simpler to deploy. :robot:

A command-line base Gemini client

Message automation framework based on plugins.

AI-powered adaptive learning with intelligent exam proctoring

AI sales, Chatbot, Cart abandonment, Conversion optimization and behavior automation plugin for WordPress/WooCommerce: BYOK AI chat, smart triggers, Knowledge Base context, Content Insights, conversion goals, SEO tools.

Conversations with the Greatest Minds, Powered by AI

Colab notebook and source code used to fine-tune Microsoft's Phi-3-mini to understand, translate, and converse in the Igbo language while retaining general English capabilities. Plus script for safely resuming training after timeouts.

🌐 Self-hosted, offline-capable personal intelligence platform. 3D globe with live aircraft/vessel/satellite tracking, OSINT feeds, memory-linked AI chat powered by your own ChatGPT conversation history exports (ChromaDB + Ollama), and autonomous investigation — all running locally with zero API keys required.

🧠 Experience genuine learning and emotional interaction with Aura, your local AGI companion that evolves alongside you.

Unofficial contribution to Replika AI that may enhance your experience. A love letter to Luka, Inc. created by loyal users. Первый и единственный настоящий мод Replika AI (мод ≠ взлом).

A messenger platform adapter for the Ebony Framework

Claude Code의 영구 기억 시스템 — 4-layer 파이프라인 (세션 검색 + 메모리 회수 + Memory Compiler). Karpathy LLM-as-Compiler 패턴 실증판.

CVPR26 - RobustVisRAG: Causality-Aware Vision-Based Retrieval-Augmented Generation under Visual Degradations

AI-powered repo narrator — paste a GitHub URL and get overviews, file summaries, Mermaid diagrams, and RAG-backed chat. Built with Next.js & Gemini.

八股题库，包括Java基础，集合框架，并发，JVM，Redis，mysql，Spring以及AI相关八股题目

.NET RAG document processing library that transforms PDF, DOCX, HWP, and more into optimized chunks via a 5-stage pipeline with Rust-based FFI readers.

MCP RAG server — local embeddings, your docs never leave your machine. Private knowledge base + web search for Claude, Cursor, and Ollama. Drop your docs, connect your AI client, done.

🧠 Open-source context engine that feeds AI agents with policy-compliant enterprise knowledge. MCP-native, GDPR & EU AI Act ready, self-hosted.

A model-facing canon for demand-signal architecture, buyer-system mapping, and AI/RAG prospecting reasoning.

An LLM-assisted eBPF-based EDR from scratch

Ryan's technical blog about AI application development, Java backend engineering, RAG, Agent workflows, and project notes.

Dual-track AI reference architecture: RAG system design & AI Security Engineering (EN/ZH) | 双轨 AI 参考架构：RAG 系统设计与 AI 安全工程

Persistent memory for opencode, synced across machines via a private GitHub repo

Parse any file to Markdown and JSON, anyparse, document-parsing, document-understanding, ocr, vlm, multimodal, image, pdf, markdown, docx, pptx, xlsx, tsv, csv, txt, md, rst, htm, html, xhtml, shtml, png, jpeg, jpg, webp, epub, ipynb, eml, etc.

Production-ready .NET 10 RAG library with hybrid vector + keyword search, multi-backend storage (SQLite, PostgreSQL, Neo4j, Qdrant), and MCP server integration.

AI-powered LeetCode analytics platform — syncs your solving history and uses RAG (Gemini + ChromaDB) to answer personalized questions about your strengths, weaknesses, and growth areas. Built as a Turborepo monorepo with real-time SSE sync, BullMQ background jobs, and full observability (Prometheus/Loki/Grafana)

Moroccan Legal RAG System — An Arabic NLP and Retrieval-Augmented Generation platform for Moroccan law.

AI application developer building grounded LLM products with Java, Spring Boot, RAG, Agent workflows, and career-tech tools.

ICO — the compile layer of the Compile-Then-Govern / Governed Second Brain stack. A local-first knowledge OS: deterministic kernel (SQLite + JSONL) + a probabilistic compiler that derives knowledge and emits a governance spool. Compile knowledge for the machine; distill understanding for the human.

🤖 Discover the latest research papers on ArXiv tailored to your interests using AI-powered analysis and smart search features.

Lightweight self-hosted knowledge base for working with postgres, pgvector, and semantic search within documents.

Training code and models for spam message detection in Russian

每日教育资讯智能检索与分析系统 — 设定信息源，一键抓取当日教育资讯，AI自动提炼归档并生成结构化日报，支持微信公众号/小红书/抖音/播客多平台一键适配。基于 RAG管道，面向教育工作者的本地化私有部署方案。

Reltio's complete product documentation corpus as structured Markdown, optimized for AI consumption. No authentication required.

This project uses a local LLM with Ollama for embeddings and ChromaDB for document retrieval. It features a Gradio interface for users to ask questions and adjust response creativity. Documents are pulled from URLs, embedded, stored in ChromaDB, and retrieved to provide concise, sourced answers.

Test harness for RAG pipelines: scores retrieval, groundedness, citation accuracy and prompt-injection resistance, and fails CI on regression.

A GBrain-shaped knowledge brain over open-source / free books. Markdown on disk, SQLite + sqlite-vec hybrid search, typed graph edges, MCP server. TypeScript on Node + tsx, Ollama for local embeddings.

An AI-powered MTG card lookup and deck manager.

벼리 — headless hybrid (lexical + semantic) search for a Markdown vault. No app, no GPU, no cloud. Korean/cross-lingual. Apache-2.0.

Bring Google NotebookLM into any MCP client (Claude, Cursor, Codex, Antigravity…) — grounded Q&A with citations, source management, and Studio content generation. Install via uvx or a one-click Claude Desktop extension.

(ACL 2026 Main) Mitigating Legal Hallucinations via Symbolic Constraints and Analogical Precedents

Multimodal RAG Production

Dual-system layered memory SDK for LLM agents — structured write path, hybrid retrieval, evolution chains.

MCP server giving Claude Code, Cursor & Codex permanent AST code memory. 98.9% token reduction. 100% local.

An open framework for cognitive programming with LLMs: structured, reusable, inspectable workflows built from Data Units, Operations, Modules, Contracts and Traces.

Local-first .NET 10 sample integrating Microsoft Agent Framework with Foundry Local through a Microsoft.Extensions.AI IChatClient adapter.

42 opinionated, research-backed marketing & growth skills for solopreneurs — as a Claude Code plugin.

抄袭者 Skill - 把开源项目抄过来变成你自己的 | 兼容 Claude Code / Codex / OpenClaw / Hermes Agent | AI Agent Skill that clones, rebrands, and customizes open source projects

面向 LLM Agent、自动化脚本与开发者的本地 CLI 工具箱：把 Markdown 一键转成微信公众号兼容 HTML 并发布草稿，所有命令输出统一 JSON envelope。Go 单文件二进制，npm/curl 一键安装。

Web chat interface for NanoClaw AI agent framework

Time estimation MCP server for AI agents: PERT, COCOMO II, Monte Carlo, sprint forecasting, token-to-time mapping, cost estimation, and schedule risk tools.

Local AgentOps for cross-vendor CLI coding agents: route work, recover state, and accept only with evidence.

AI 编程代理框架，支持多模型接入，并通过技能化系统统一编码与自动化工作流。

Diagnose and fix the harness around your AI agent — the system that decides whether it succeeds or fails. Skills for Claude Code, Codex, Cursor, and 41+ tools.

A production-ready knowledge graph system for software engineering that connects design patterns, refactoring techniques, and software laws through semantic relationships. Built for AI agents first — integrate software engineering expertise directly into Claude Code, Cursor, and other MCP-compatible tools.

Modular AI agent platform: Rust core runtime, WASM/native package system, and Flutter desktop client

Manage Amazon Ads campaigns with AI agents via MCP (Amp, Cursor, Claude Desktop, VS Code)

An OpenCode plugin that brings OpenSpec-style spec-driven development workflow into AI coding agents — propose, explore, apply, and archive changes with structured specs.

电商设计台 - AI驱动的电商主图与详情页生成工具

QA Maestro is an intelligent QA automation system that uses multiple AI agents orchestrated through MAF to perform end-to-end testing workflows.

Smart trading journal SaaS for retail traders — P&L analytics, AI reports, community playbooks, live charts, and bilingual (EN/ZH). React + Node.js + Prisma monorepo.

Autonomous task orchestrator. Goal in, merged PRs out. Planner/Worker/Reviewer loop on the Vercel AI SDK + OpenRouter.

Single source of truth for AI coding agents — share AGENTS.md, RTK.md, skills, and plugins across OpenCode, Codex, Claude, Copilot, Hermes & Gemini CLI. Powered by agentrc.