How real projects configure their agents

22,170 repositories keep their own agent configuration in the open: a CLAUDE.md, a rules file, instructions for Copilot, a skill the project runs on itself. These are not mods to install. They are worth reading for what they reveal — what a maintainer thinks an agent gets wrong.

Building agents7,588Claude Code6,636Data and AI3,676Backend and APIs3,496Languages3,402Planning3,219Git and workflow3,187Code review2,745Testing2,374Memory and context2,364DevOps and cloud2,310Writing and docs2,309Research2,295Frontend2,261Security2,021Productivity1,715

All Claude Code31,998 Codex23,222 OpenCode22,170 GitHub Copilot3,550 Gemini CLI1,918 Cursor1,738 Windsurf137 Kiro80

Project Stars Configures Files Always loaded
Podbay-Cloud/podbay podbay.cloud Give an agent a computer, on your own metal — self-hostable persistent workspaces for codi 6 Claude Code, Codex, OpenCode 11 467 tok
leynos/visual-storytelling-skills Agent skills for AI film production — from prose to picture. 6 Codex, OpenCode 1 8 tok
asttstxh/worldcup-Viewing-Lottery-Assistant-skill Portable AI Agent Skill for World Cup match previews, squad research, odds explanation, an 6 Codex, OpenCode 1 212 tok
uid13/skills skills.sh AI Agent Skills Monorepo: hq (market data queries), pp (Pinterest galleries), imagegen-mag 6 Codex, OpenCode 1 908 tok
jenreh/harmonyhub-py Local control of the Logitech Harmony Hub: library, CLI, and MCP server 6 Claude Code, Codex, OpenCode 6 1,355 tok
baixianger/phantom-canvas Your Gemini web app as a service — turn the free Gemini web interface into a programmable 6 Codex, OpenCode 1 257 tok
lelabdev/rag-ferrite Personal RAG engine — simple, fast, Rust. One binary (15 MB), one DB, native collections. 6 Codex, OpenCode 1 3,535 tok
Nainish-Rai/agent-rollback Git-like undo and rollback checkpoints for OpenAI Codex CLI. Snapshot, diff, and restore f 6 Codex, OpenCode 1 219 tok
ali-ulu/huqan huqan.com Local-first verification layer for AI agents: evidence, provenance, policy gates, human ap 6 Claude Code, Codex, OpenCode 2 1,113 tok
MadGapun/PBP Local AI job application assistant for the German-speaking job market (DACH) — job search, 6 Codex, OpenCode 1 1,289 tok
EricLortie/laborforge-release Docker-based, multi-tenant platform for autonomous AI agent ecosystems — runs on local or 6 Claude Code, Codex, OpenCode 2 4,536 tok
sandraschi/openclaude-mcp FastMCP 3.2 server plus Webapp for using the leaked Claude Code locally with ollama and op 6 Claude Code, Codex, OpenCode 2 386 tok
nolainjin/paper-verify pypi.org Standalone citation fact-checking tool for markdown/docs — extract, fetch, judge, score, r 6 Codex, OpenCode 1 588 tok
Hehejie1/NoteMeld notemeld.wiki NoteMeld is a self-hosted AI knowledge workspace that automatically organizes web pages, v 6 Claude Code, Codex, OpenCode 2 2,698 tok
insciqq/AIQSA Self-hosted, model-agnostic AI workspace: OpenAI, Anthropic, Gemini, OpenRouter, and OpenA 6 Claude Code, Codex, OpenCode 2 972 tok
bigduu/Zenith Nine-submodule workspace for a local-first AI system: Bamboo runtime, Lotus/Bodhi UX, Jian 6 Claude Code, Codex, OpenCode 2 3,504 tok
Dicklesworthstone/franken_snowflake Clean-room, Rust-first, Asupersync-native Snowflake SQL API connector built for coding age 6 Codex, OpenCode 1 3,098 tok
meghal86/promptsonar promptsonar.vercel.app Static security scanner for AI prompts, MCP configs, and agent workflows. Zero LLM calls. 6 Claude Code, Codex, OpenCode 3 2,929 tok
andalabx/ember Lightweight headless browser for AI agents 6 Codex, OpenCode 1 1,804 tok
vucinatim/air-jam airjam.io Open-source framework for phone-controller multiplayer party games, built for AI-assisted 6 Claude Code, Codex, OpenCode 2 2,897 tok
Ducksss/LifeHack-2026 visa-woven.vercel.app Woven — an MCP commerce app for ChatGPT and Codex that builds compatible, in-stock carts a 6 Claude Code, Codex, GitHub Copilot, OpenCode 3 2,009 tok
polydera/lunar lunar.polydera.com Browser-based geometry processing. AI-controllable via MCP. Powered by trueform. 6 Codex, OpenCode 1 5,767 tok
egarcia74/warp-sql-server-mcp egarcia74.github.io 🗄️ Model Context Protocol (MCP) server for SQL Server integration with Warp terminal. Exe 6 Codex, GitHub Copilot, OpenCode 3 1,578 tok
strands-compose/sdk-python Zero-code YAML-driven agent orchestration over strands-agents 6 Codex, Kiro, OpenCode 3 974 tok
JiuTian-dev/SupplyChainCortex An AI Agent that analyzes your supply chain.Ask questions. Agent analyzes data across inve 6 Claude Code, Codex, OpenCode 41 2,191 tok
guitaripod/wwdc-sessions Agent-native knowledge base of Apple WWDC sessions (2014-2026, Tech Talks, Meet with Apple 6 Codex, OpenCode 1 1,264 tok
mgh3326/auto_trader LLM agent trades KR/US stocks & crypto behind a deterministic safety layer — approval gate 6 Claude Code, Codex, Gemini CLI, OpenCode 6 8,277 tok
coolight7/agentxx C++ AI Agent like langgraph. Supports embedding in regular programs to extend them with AI 6 Codex, OpenCode 1 4,730 tok
Agent-Hellboy/mcp-runtime A manager,registry,broker, and infrastructure to manage , deploy, govern, and use MCP serv 6 Claude Code, Codex, OpenCode 4 2,652 tok
jeremylongshore/intent-outreach demos.intentsolutions.io Model-agnostic, Claude-Code-native SDR orchestrator: research → enrich → outreach over you 6 Claude Code, Codex, OpenCode 5 2,996 tok
tddh/clum Secure infrastructure for AI agents operating Linux hosts — persistent terminal sessions p 6 Codex, OpenCode 1 866 tok
clash-art/clash clash.video Where agents co-create, humans are welcome too. 6 Claude Code, Codex, OpenCode 2 4,797 tok
RenatoMignone/From-LLMs-to-Secure-Agents renatomignone.github.io A visual, source-grounded guide from agent architecture to secure agentic AI systems. 6 Codex, OpenCode 1 606 tok
leestott/generative-ui-foundry-hosted-agents Generative UI for AI agents on Microsoft Foundry: a .NET 10 Agent Framework agent over AG- 6 Claude Code, Codex, GitHub Copilot, OpenCode 4 4,426 tok
longyijdos/kana Local-first terminal AI agent for coding and automation, with resumable sessions, persiste 6 Codex, OpenCode 1 962 tok
DeconBear/vibe-analog AI-powered interactive circuit design workflow — from natural language requirements to ver 6 Claude Code, Codex, OpenCode 2 632 tok
WAHIB-EL-KHADIRI/AgentOS Runtime infrastructure for AI agents — lifecycle, supervision, secrets, and deterministic 6 Codex, OpenCode 1 409 tok
chenmingtang830/proofpress proofpress.dev Verified knowledge infrastructure for agent-native research teams. 6 Claude Code, Codex, OpenCode 2 6,095 tok
Agile-V/agentic_agile_v agile-v.org 🚀 Agentic Agile V Scaffold - Production-ready template for verifiable AI-augmented engine 6 Codex, OpenCode 1 889 tok
boldare/mcp-farmer A CLI tool for scaffolding, testing, extending and analyzing MCP (Model Context Protocol) 6 Codex, OpenCode 1 617 tok
famclaw/famclaw Self-hosted family AI gateway with parental controls. Runs on Linux, macOS, and Android (T 6 Claude Code, Codex, OpenCode 3 5,361 tok
huvaxstra/AGNT huvaxstra.github.io Agent Lifecycle Framework: Documentation as executable infrastructure for birthing and evo 6 Claude Code, Codex, Cursor, OpenCode 3 1,209 tok
formin/spec-kit-harness Spec Kit extension: state-externalizing research harness (budgeted exploration, evidence c 6 Claude Code, Codex, OpenCode 2 156 tok
stone16/multica-agent-team Public reference operating model for reusable, evidence-driven AI agent teams on Multica. 6 Claude Code, Codex, OpenCode 3 4,494 tok
NeoXider/CoreAI AI Agents for Unity — dynamic NPCs, procedural content, and live game mechanics through LL 6 Codex, OpenCode 1 1,120 tok
Kampe/Herdforge Standalone, repo-agnostic multi-agent orchestration daemon and AI software factory CLI in 6 Claude Code, Codex, OpenCode 2 3,563 tok
yeet-src/agent-jail yeet.cx Confine an AI coding agent (oh-my-pi/omp) to one directory with Landlock, and watch it liv 6 Codex, OpenCode 1 7,310 tok
meiiie/wiii wiii.holilihu.online Wiii is an open-source durable AI workbench for conversations, local and cloud agents, fil 6 Claude Code, Codex, OpenCode 11 2,681 tok
PlunderStruck/scip-query npmjs.com Evidence and verification for AI coding agents: map code, reuse concepts, finish migration 6 Claude Code, Codex, OpenCode 4 720 tok
WhiteBite/opencode-dejavu npmjs.com OpenCode plugin: cross-session memory for recurring tool-call failures. Detects repeating 6 Codex, OpenCode 1 4,679 tok