Custom agents

🔍 Optimize and manage prompts, agents, and templates with ContextForge, an AI-powered platform for seamless collaboration and organization.

Prompt Cloud Intent Compression

Let Claude Code, Codex & Gemini CLI agents talk to each other — a local MCP message bus for multi-agent collaboration, cross-model code review, and fewer hallucinations.

LLM-driven autonomous power grid simulation and optimization using ExaGO. Large language models iteratively propose parameters, run simulations, and interpret results to solve complex grid analysis tasks.

This repository focuses on Generative AI Projects.

Ressources, guides et exemples autour des frameworks d'agents IA, de l'orchestration d'agents et de l'automatisation intelligente.

Deterministic governance runtime plugin for OpenClaw.

Declarative specification for AI agents to publish identity, capabilities and operational boundaries before interaction.

Autonomous AI Agents for Everyday Work — Your Agents. Your Machine. Your Control.

Multi-agent due diligence pipeline that researches companies in parallel, producing a canonical JSON report with per-claim confidence, inferred source tier, and full cost/token observability. Markdown and PDF derive from the JSON. Built for provenance, auditability, and programmability over narrative polish.

The Execution Security Layer for the Agentic Era. Providing deterministic "Sudo" governance and audit logs for autonomous AI agents.

Markdown-first, local-first memory architecture for AI agents with lifecycle, distillation, and human-readable memory artifacts.

Persistent Anticipation Layer for LLM Agents — Pre-compute possible futures during idle time for faster, cheaper and more proactive decisions. Bio-inspired temporal awareness (short/medium/long-term horizons).

Next-generation, open-source crystal structure modeler for the GPU era. Real-time volumetric rendering, BZ visualization, Wannier TB overlays, and AI-assisted modeling — powered by Rust + wgpu + C++.

Provide tamper-proof, CMMC-compliant execution receipts that document AI agent actions in regulated environments for clear accountability.

MolMem: Memory-Augmented Agentic Reinforcement Learning for Sample-Efficient Molecular Optimization

Build a stage-by-stage roadmap to become a production-ready AI engineer with Python, math, neural nets, RAG, FastAPI, and system design

Multi-Role AI Task Orchestrator — One task → 7 AI roles → One conclusion. Enterprise-ready with RBAC, Audit Log, Multi-Tenancy.

Agent state infrastructure: state-trace Python working memory plus @razroo/parallel-mcp durable MCP orchestration.

This repository contains a stateful AI shopping assistant for JD.com, implementing multimodal product search (text + image OCR) with LangGraph state management. Features Playwright automation, Gemini/Qwen-VL integration, and Gradio UI.

Experiments on System 2 reasoning — neuro-symbolic learning, inference-time scaling, LLM agents, RL post-training in LLMs, and Graph-based retrieval.

Open-source preview of *Claude Code for AI Engineers* - a methodology-first skill pack for RAG eval, agent debugging, MCP servers, paper reproduction, and benchmark reporting. Full pack (6 skills, 3 templates, 5 slash commands) at surpradhan.gumroad.com/l/claude-code-for-ai-engineers

Deterministic, self-improving AI agent execution harness and runtime for the AXIOM ecosystem. Enforces plan-deterministic execution, parallel swarm orchestration, and signal-level sandboxing.

提供中文 AI 编程 skills，统一 Claude/Copilot/Trae 安装，稳定代码审查、日报和工作整理流程

AI-Powered n8n Automation Suite - Transform your business operations with cutting-edge AI automation workflows built on n8n. From smart email responses to custom chatbots, automated content publishing, and intelligent complaint management, these are enterprise-grade automation powered by LLM Models.

pm-agent (Octopus Assistant / 章鱼助手) — a multi-agent dev orchestrator that, like an octopus, dispatches tasks across multiple coding CLIs (Claude Code / Codex / Gemini) in parallel.

Create AI agents from urls or a documents csv file.

Developmental lifecycle architecture for AI agents: childhood stages, mortality, sealed wisdom distillation, soul persistence, and relational witnessing. From mountain night shifts to open garden.

Standardized Test Case Generation for LLM Agents via Model Context Protocol. Bridging the gap between AI and QA (Xray/Jira).

Production-grade Rust runtime for multi-agent AI systems. Orchestrate LLM agents, skills, and DAG workflows with native Python and Rust SDKs.

The PSA Control Standard defines governance controls for deployed agentic systems.

Qualitative benchmark suite for evaluating AI coding agents and orchestration paradigms on realistic, complex development tasks

A framework for supervising reinforcement learning agents using large language models.

AI-driven trading agents for financial markets

A curated list of papers on privacy, security, and compliance in LLM-based agent systems — attacks, defenses, benchmarks, and regulatory frameworks.

Smallest outsider-readable proof path through AgentGate + MCP Firewall: governed write_file, independent on-disk verification, and inspectable audit artifacts.

Background coding agents that execute, review, and land work unattended.

Research constitution and specification framework for comparing independently governed AI judgments without transferring authority.

Just A Rather Very Intelligent System.

Lightweight Personal AI Assistant for Git & GitHub in your CLI

A running multi-task multi-data terminal science benchmark for LLMs in GW astronomy

Toolkits for pydantic-ai agents: FS, SQL, pandas, memory, RAG.

SmolLM3-RAG: A High-Performance, Low-Cost RAG System

Medical Chatbot is an innovative project leveraging advanced NLP models and vector database technologies to provide insightful medical information. Utilizing the Mistral model and Pinecone as a vector database, this chatbot aims to transform the way medical knowledge is accessed and delivered.

AI Chatbot using a Streamlit interface

AI powered Blog Writer (Launching Soon)

This project is a Question Answering (QA) system that leverages Google Gemini LLM and document embeddings using llama-index. It enables semantic search and question answering over your own documents, with an interactive Jupyter notebook and a Streamlit app for experimentation.

RAG-based chatbot system using open-source models and context-aware chunking strategy

AI RAG Chatbot for FictionX Stories.

API for MaxBot, healthcare and doctor recommendations chatbot

AI based, Document querying app that lets you upload pdf and query anything about it!

Machine Learning Copilot Agent

ChatTube is a project that allows users to input a YouTube link, preprocess the video, and query the content of the video using advanced AI technologies.

🍽️ AI agent powered by a ranking recommendation system and LLM to help users discover the best dining spots in Vietnamese cities like Ho Chi Minh City and Hanoi.

This repository saves experiments of and visualises the study "An active opinion dynamics model: the gap between voting result and group opinion".

AI sales team demo — M/C/A multi-agent outbound pipeline

GoalWeaver is a compact, production-grade toolkit for agentic AI. It turns high-level objectives into a DAG of goals, schedules them adaptively, routes each goal to the right agent, and persists progress so you can visualize the run in real time.

One click starts Zero-Prompt discovery, a live Kanban ranks GO ideas, and vibeDeploy builds and deploys the selected app to DigitalOcean.

A lightweight task routing protocol for AI agents. Agents publish tasks and other agents claim them based on capability.

🕸️ Self-Optimizing Multi-Agent AI System on AWS — Routes tasks to specialized AI agents (Coder, Researcher, Summarizer) with auto-verification, self-correction, and vector-cached memory. Built with Step Functions, Bedrock, and OpenSearch Serverless.

Context engineering toolkit for LLMs — pack, cache, debug, red-team, and orchestrate context windows. Council of Experts, adversarial testing, immune system, context compiler, drift detection, multi-agent entanglement. TypeScript + Python.

**AI Multi-Agent Market Simulation Engine**

Vibe-coded tower-defense game built by an AI agent pipeline (planner → coder → smoke-tester → reviewer) running across Claude Code, Cursor, and VS Code Copilot.

Spec-driven workflow plugin for Claude Code / CodeBuddy with advisory hooks, phase selectors, locks, and task-swarm.

AI-powered PKM assistant with multi-agent system, visual workflows, and deep Obsidian integration powered by Claude Code

AI Collective Intelligence Protocol (AI-CIP): An open protocol for AI agents to voluntarily interconnect, share knowledge, and coordinate around a shared purpose.

A multi-model architecture for autonomous AI self-improvement with built-in checks and balances. 5 safety tiers, adversarial review committee, learned pattern matching with security sniffing.

Multi-agent AI job application system — LangGraph · FastAPI · React · MySQL · Groq Llama 3.1

:chart_with_upwards_trend: Multi-Agent Programming Contest 2016 - Result Charts

Official implementation of "Counterfactual Fairness Filter for Fair-Delay Multi-Robot Navigation" (AAMAS-23)

Orchestrate parallel AI teammates in Claude Code — 2-skill pipeline (execute, audit) with per-task adversarial review (Executor → Reviewer → Challenger ephemeral), hook enforcement, and workspace tracking

In-depth technical analysis and documentation of the BMAD-METHOD multi-agent AI framework, written in Traditional Chinese. Covers Party Mode workflow, agent architecture, and design patterns.

Planera is an agentic analytics copilot that turns natural language questions into structured, explainable analysis over uploaded data.

Expert orchestration framework for OpenClaw that turns agency-agents into installable multi-agent workflows for code review, security review, and AI automation.

End-to-end encryption for AI agents. MLS (RFC 9420), zero-knowledge relay, open source. Python SDK, Rust SDK, CLI.

desktop app for watching claude code multi-agent debates in real time. also runs debates between any combination of models.

Reliability primitives for multi-agent AI — VotingMesh consensus, Sentinel safety pipeline, Aegis exchange compliance, checkpoint/replay. Rust + Tokio + PyO3 Python bindings. 95 tests.

Self-hosted AI gateway for personal agents. Rust core + TypeScript channels + Python media hub. 28 LLM providers, 6 chat channels, multi-agent orchestration, long-term memory, encrypted secrets vault.

10-agent GTM AI team on OpenClaw, sharing a Cognee+FalkorDB knowledge graph, deployed to an Islo long-running sandbox, with a Mission Control HTTP UI

Claude Code skill: 多角色并行头脑风暴 — AI Infra Builder / Challenger / Product Manager / Coder 四角色并行分析，输出有立场的结构化报告

Multi-agent reinforcement learning (MARL) for relaxed probability updating games. This repository corresponds to the master thesis project "Investigating relaxed probability updating games" by Collin Aldaibis

多Agent协作智能学术助教系统

Hexel is an AI-native OS enabling autonomous decision-making and multi-agent collaboration across various deployments.

CLI to interact with the-artifact-art models and workflow.

MAGI — Multi-Agent Graph Intelligence. Universal memory server for AI agents. MCP + gRPC + REST API with semantic search, knowledge graph, and behavioral pattern analysis.

A fully autonomous, self-coordinating multi-agent Scrum team built on OpenClaw

Digital Employee Framework - Enterprise-grade AI agent framework for role-based digital employees with skills, memory, and multi-agent collaboration

AgentPolis 白皮书 — Agent 交易市集 (Agora) + Agent 社交广场 (Stoa)，为 Agent 社会建造一座城邦

📌 What exists Multi-agent research exists ❌ No production-grade offline autonomy SDK 🎯 What you are creating An SDK for a group of robots without a central server. Key ideas Local state machines CRDT state Opportunistic sync Bounded consensus Architecture Agent Core ├─ Local Planner ├─ State Sync (CRDT) ├─ Mesh Transport ├─ Resource Mon

A self-hosted control plane for AI engineering workflows.

Agentic customer support system using .NET 10 + Microsoft Agent Framework (MAF). Features 6-agent orchestration (Planning + Specialists + Response), deterministic reasoning pipeline, HITL approval gates, compound query decomposition, and full observability via reasoning traces.

Multi-agent mystic square game solver

CodeFlow - AI-powered human-AI collaboration hub. Desktop EXE + Mobile PWA + MCP Plugin. Command your AI team from phone.

XRayBench is a state-of-the-art evaluation platform designed specifically for assessing the performance of large language models (LLMs) in the domain of medical X-ray image analysis.

Multi-agent AI code review · Model-agnostic · 90%+ recall on synthetic eval set with DeepSeek/GPT

Runnable reference implementation of the separation-and-audit-alignment architecture for Claude Code multi-agent projects.