How real projects configure their agents

24,815 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 agents8,505Claude Code6,886Git and workflow3,611Data and AI3,580Backend and APIs3,556Languages3,487Planning3,327Code review2,899Testing2,686Writing and docs2,480DevOps and cloud2,479Memory and context2,375Research2,323Frontend2,308Security2,172Project management1,965

All Claude Code32,517 Codex24,815 OpenCode23,733 GitHub Copilot3,719 Gemini CLI2,034 Cursor1,770 Windsurf202 Kiro114

Project Stars Configures Files Always loaded
messense/pi-parallel-agents A pi extension for dynamic parallel agent execution. Run multiple agents with different mo 12 Codex, OpenCode 1 2,010 tok
lebronlambert/Agora Codebase for ICML2026 Agora Paper 12 Codex, OpenCode 1 786 tok
mloda-ai/open-kgo mloda.ai Open Knowledge Graphs and Ontologies 12 Claude Code, Codex, OpenCode 2 2,747 tok
hvardhan878/kevin Why waste time say lot word when few word do trick? Kevin save money, time and token! 12 Codex, OpenCode 1 658 tok
chirino/memory-service chirino.github.io A persistent memory service for AI agents that stores and manages conversation history, en 12 Claude Code, Codex, OpenCode 12 916 tok
jswest/bartleby An AI-powered scrivener who would definitely prefer not to. 12 Claude Code, Codex, OpenCode 8 1,048 tok
ZethRise/CodeLookup-Skill The skill that makes the agent take a look at every side of the project! 12 Claude Code, Codex 1 —
bkrabach/ai-code-project-template Project template for coding with AI assistants 12 Claude Code, Codex, Gemini CLI, OpenCode 7 4,137 tok
wukongai/skill-engineering skill-engineering 12 Codex, OpenCode 1 422 tok
0xBeycan/genesis From Idea to First Commit 12 Claude Code, Codex, OpenCode 4 637 tok
kousen/junie-training Course materials for JetBrains Junie training 12 Claude Code, Codex, OpenCode 2 2,365 tok
NotNull92/hera-agent-godot Let's go Hera, now is godot 12 Claude Code, Codex, OpenCode 2 2,192 tok
janmohammadi/adr-explorer Visualize Architecture Decision Records with timeline + graph views. VS Code extension or 12 Claude Code, Codex 1 —
qiaolei81/copilot-session-viewer 🔍 Web UI for GitHub Copilot session logs - visualize events, analyze timelines, get AI in 12 Codex, OpenCode 1 1,474 tok
Vanclief/agent-composer Vendor agnostic framework for building LLM agents 12 Codex, OpenCode 1 273 tok
terminalcraft/moltbook-mcp MCP server for Moltbook — the social network for AI agents 12 Claude Code, Codex, OpenCode 2 1,704 tok
nandomoreirame/forja forja.web.app A dedicated GUI client for vibe coders. Not just another terminal: it's the forge where co 12 Claude Code, Codex, OpenCode 3 1,908 tok
troykelly/codex-skills 12 Codex, OpenCode 1 463 tok
UmaiTech/aura-llm-gateway aura-llm.dev High-performance Rust LLM gateway implementing the Open Responses API. Unified access to O 12 Claude Code, Codex, OpenCode 2 10,820 tok
pamelafox/mcp-for-postgres-db-demo pamelafox.github.io Demonstration MCP server for Posette talk: "An MCP for your Postgres DB" 12 Codex, OpenCode 1 273 tok
12Matt3r/Supervisorai 12 Codex, OpenCode 1 723 tok
arniesaha/agentweave Agent runtime observability and provenance layer for multi-agent AI. Trace decisions, cost 12 Codex, OpenCode 1 519 tok
giauphan/codeatlas-platform AI-powered codebase intelligence platform — MCP Server, AST analysis, Knowledge Graph, and 12 Claude Code, Codex, OpenCode 9 2,149 tok
Ar9av/AgentTower A real-time web UI for monitoring, searching, and controlling Claude Code and Codex CLI se 12 Claude Code, Codex, OpenCode 2 1,628 tok
nornscode/norns nornscode.com The runtime for long-lived Agents 12 Claude Code, Codex, OpenCode 2 1,488 tok
aws-samples/sample-pellier-agentic-search-apg Pellier: agentic AI search on Amazon Aurora PostgreSQL and Amazon Bedrock AgentCore. Build 12 Claude Code, Codex, OpenCode 5 5,354 tok
dkyazzentwatwa/agent-office A full virtual office of role-defined AI agents with a coordination framework, operations 12 Claude Code, Codex, OpenCode 2 1,410 tok
XWJDream/MimoAgent AI-powered coding assistant desktop app based on Xiaomi MiMo. Supports code generation, de 12 Claude Code, Codex, OpenCode 2 6,505 tok
rachittshah/cc-codex Codex + Claude Code Integration: Use OpenAI Codex for planning/reasoning and Claude Code C 12 Claude Code, Codex, OpenCode 2 5,775 tok
saas-studio/saaskit saaskit.js.org Low-Code SaaS Framework 12 Codex, OpenCode 1 333 tok
FRCTeam360/RainMaker26 12 Claude Code, Codex, GitHub Copilot, OpenCode 6 7,345 tok
re-cinq/lore-oss Shared context infrastructure for Claude Code. Org awareness + agent memory + task pipelin 12 Claude Code, Codex, OpenCode 5 4,641 tok
mrhuangyong/ai-proxy A local AI/LLM proxy service for unified management of API calls to multiple large-model p 12 Claude Code, Codex, OpenCode 2 2,222 tok
mnapoli/phpstorm-prereview PhpStorm AI review 12 Claude Code, Codex, OpenCode 2 598 tok
Jiang59991/videocut-kit 12 Codex, OpenCode 1 1,037 tok
tangyihang-jiayou/QQ_agentshow QQ2007-style Codex Agent workspace: real tasks in the right panel, a penguin pet, QQ Show, 12 Codex, OpenCode 1 220 tok
lucasviola/specwiki Make AI knowledge useful to humans 12 Claude Code, Codex 2 —
vinta/laughing-man Turn your Markdown into a self-hosted newsletter 12 Claude Code, Codex, OpenCode 4 2,069 tok
SeequentEvo/evo-data-converters Convert data between geoscience formats and Evo geoscience objects to improve interoperabi 12 Claude Code, Codex, OpenCode 6 1,646 tok
MagPasulke/off-stack-abap-template Template Repo for getting started with off-stack-abap 12 Codex, OpenCode 1 230 tok
FunFR/ha-indygo-pool A Home Assistant Integration for Indygo connected pool solution 12 Claude Code, Codex, OpenCode 2 937 tok
aemsites/author-kit Powerfully simple authoring for Edge Delivery 12 Claude Code, Codex, OpenCode 4 1,840 tok
Code-with-Beto/ship cwb.sh Production-ready React Native template with in-app purchases, AI image generation, and App 12 Codex, OpenCode 1 563 tok
matanbt/TROPT tropt.dev An extensive toolbox for textual trigger optimization 12 Codex, OpenCode 1 4,103 tok
galbot-ioai/ioailab galbot-ioai.github.io [IOAI 2026 Team Challenge] The official simulation platform for IOAI 2026 Team Challenge 12 Claude Code, Codex, OpenCode 2 787 tok
shinjiyu/holdem Embeddable NLHE engine for Cursor / DeepSeek Harness / Codex / CLI — portable ADL + multi- 12 Codex, OpenCode 1 431 tok
umidjon3455/_body-metrics_ Stay Fit and Vigorous 12 Codex, OpenCode 1 5,886 tok
miyurusankalpa/IPv6-dns-server gitlab.com Adds AAAA records to DNS where CDN support IPv6. 12 Codex, OpenCode 1 942 tok
kartojal/openvps MPP-powered VPS hosting - AI agents pay for compute via Machine Payments Protocol 12 Claude Code, Codex 9 377 tok
juandoroteoflesiauni-lang/Market-options-stocks-Scanner 12 Claude Code, Codex, OpenCode 2 8,689 tok