How real projects configure their agents

44,996 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 agents8,544Claude Code6,892Git and workflow3,622Data and AI3,580Backend and APIs3,558Languages3,492Planning3,321Code review2,907Testing2,690DevOps and cloud2,489Writing and docs2,484Memory and context2,374Research2,321Frontend2,311Security2,178Project management1,971

All Claude Code32,539 Codex24,879 OpenCode23,799 GitHub Copilot3,723 Gemini CLI2,040 Cursor1,772 Windsurf202 Kiro116

Project Stars Configures Files Always loaded
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
ShankarKakumani/transformers Multi-agent orchestration for Claude Code. 12 Claude Code 1 1,319 tok
aws-samples/sample-auto-map-tagger 12 Claude Code, Kiro 11 6,855 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
Kehl-io/nestweaver nestweaver.kehl.io Your codebase as a queryable graph for AI agents. 12 Claude Code 1 14,825 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
4t145/lark-acp npmjs.com Bridge Feishu/Lark chat messages to any ACP-compatible AI agent (Copilot, Claude, Codex, G 12 Claude Code 1 2,801 tok
FRCTeam360/RainMaker26 12 Claude Code, Codex, GitHub Copilot, OpenCode 6 7,345 tok
codeChap/mcp-server-yii2-ai-boost MCP server for Yii2 — 16 tools for database inspection, semantic search, profiling, and AI 12 Claude Code 1 3,408 tok
loredotlink/lore-workbench lore.link Lightweight terminal dock for macOS - manage multiple Claude Code sessions 12 Claude Code 1 1,217 tok
ui-insight/vandalizer AI-powered document intelligence platform for research administration 12 Claude Code 1 912 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
microsoft/github-constellation-software microsoft.github.io A curated public hub of GitHub and GitHub Copilot resources for Constellation Software Inc 12 GitHub Copilot 1 1,438 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
ProgrammerAnthony/PatentSkills Automated patent creation workflow covering ideation, writing, and review 12 Cursor 3 —
Jiang59991/videocut-kit 12 Codex, OpenCode 1 1,037 tok
zxtshine/boos-ai 12 Claude Code 1 1,829 tok
chouenchieh/china-law Claude Code plugin for Chinese legal practice · 45 skills · Integrates the PKULaw MCP and 12 Claude Code 1 7,381 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
SudheerNaraharisetty/CLAWrity An OpenClaw skill for neurodivergent support (ADHD, Autism and AuDHD). 12 Claude Code 1 568 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
jarkillo/master-desarrollo-ia Curso de desarrollo con IA 12 Claude Code, Cursor 22 6,969 tok
juandoroteoflesiauni-lang/Market-options-stocks-Scanner 12 Claude Code, Codex, OpenCode 2 8,689 tok
toddagriscience/nightcrawler toddagriscience.com Marketing and platform 12 Codex, OpenCode 1 2,239 tok
adriancmurray/swarm 12 Codex, OpenCode 1 631 tok
chryzxc/vscode-opencode marketplace.visualstudio.com OpenCode VS Code extension with AI chat, interactive implementation plans and questions, c 12 Codex, OpenCode 1 599 tok
DavidVujic/my-eca-config My Eca setup with agents, instructions and skills 12 Codex, OpenCode 1 2,745 tok
PanPanFR/oh-my-kilo A curated Kilo Code configuration pack with specialized agents, skills, rules, and knowled 12 Codex, OpenCode 1 195 tok