How real projects configure their agents

44,931 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 agents8,489Claude Code6,881Git and workflow3,605Data and AI3,580Backend and APIs3,556Languages3,486Planning3,323Code review2,893Testing2,681Writing and docs2,477DevOps and cloud2,477Memory and context2,375Research2,318Frontend2,308Security2,170Project management1,960

All Claude Code32,505 Codex24,785 OpenCode23,702 GitHub Copilot3,719 Gemini CLI2,034 Cursor1,771 Windsurf202 Kiro114

Project Stars Configures Files Always loaded
DataSQRL/sqrl docs.datasqrl.com Harness for building data engineering agents designed around human control, correctness, a 235 Codex, OpenCode 1 2,477 tok
andreaskelm/pm-brain AI-powered product management thinking & operating system. Playbooks, guides, templates, a 234 Claude Code, Codex, OpenCode 2 4,118 tok
zebbern/claude-code-discord A Discord bot that brings Claude Code to your channels so you can chat, run shell/git, and 234 Codex, OpenCode 1 1,914 tok
aeroxy/ast-bro ast-bro.gitlawb.app A fast, AST-based code navigation toolkit that maps file shapes, public APIs, and call gra 234 Claude Code, Codex, Gemini CLI, OpenCode 3 360 tok
franklee16/academic-research-skills Comprehensive collection of Claude Code skills for academic research in economics, finance 234 Claude Code 1 1,195 tok
tigerless-labs/design-harness Feed your agent papers and half-formed ideas — it links them into a system design you can 234 Claude Code 1 2,278 tok
zendev-sh/goai goai.sh Go AI SDK, the Go way. One unified API across 21+ providers. Streaming, structured output 234 Claude Code, Codex, OpenCode 2 2,568 tok
lmwilki/civ6-mcp civ6-mcp.lwilko.com An MCP server that lets LLM agents play Civilization VI. 234 Claude Code, Codex, Gemini CLI, OpenCode 3 5,820 tok
oliver-zehentleitner/keep-the-why keepthewhy.com The why layer of repo-native project memory: the reasoning behind a codebase as Markdown i 234 Codex, OpenCode 1 239 tok
panaversity/ksor ksor.panaversity.org KSoR (Knowledge System of Record) is an open-source SDK for building governed, authoritati 234 Claude Code, Codex, OpenCode 8 29,017 tok
TristanH/wikiwise wiki-wise.com 233 Claude Code 1 325 tok
Sumukh/Ignite newline.co A comprehensive Flask boilerplate to build SaaS applications that includes Stripe billing, 233 Codex, OpenCode 1 974 tok
idolaman/galactic galactic-dev.com The command center to ship 10x faster with a parallel Claude Code fleet, featuring isolate 233 Claude Code, Cursor 2 2,360 tok
jumpstarter-dev/jumpstarter jumpstarter.dev Hardware testing for the software world. Real or virtual, local or remote, human, automate 233 Claude Code 3 725 tok
lobu-ai/lobu lobu.ai Open-source control plane and runtime for organisational agents: shared company context & 233 Claude Code, Codex, OpenCode 7 4,269 tok
AgentSecOps/SecOpsAgentKit Security operations toolkit for AI coding agents. Give Claude Code 25+ skills to catch vul 233 Claude Code 1 1,812 tok
orchidfiles/ungate open-vsx.org Use your Claude and ChatGPT subscriptions in Cursor instead of paying for API tokens. 233 Codex, OpenCode 1 3,714 tok
swan-gtm/gtm-skills Open, production-grade GTM skills for AI agents. 233 Claude Code, Codex, OpenCode 2 2,258 tok
morluto/flameox Runtime evidence that helps agents trace, profile, and burn down hotspots in application a 233 Codex, OpenCode 1 600 tok
kggzs/ApkMCP-Auto A collection of Android reverse-engineering tools that connects AI assistants such as Clau 233 Claude Code, Codex 1 —
tonyc726/china-administrative-division tonyc726.github.io Codes for the administrative divisions of the People's Republic of China 233 Claude Code 7 —
LichAmnesia/lich-skills 232 Claude Code 1 419 tok
ConstantineB6/comfy-pilot MCP server + embedded terminal that lets Claude Code see and edit your ComfyUI workflows 232 Claude Code 2 1,889 tok
microsoft/P.808 This is an open-source implementation of the ITU P.808 standard for "Subjective evaluation 232 Claude Code, Codex, GitHub Copilot, OpenCode 6 1,712 tok
alekspetrov/navigator alekspetrov.com Finish What You Start — Context engineering for Claude Code. Sessions last 20+ exc 232 Claude Code 2 3,880 tok
arch3rPro/1Panel-Appstore arch3rpro.github.io 1Panel third-party app store (operations monitoring, free LLM APIs, NAS tools, container m 232 Codex, OpenCode 1 821 tok
falcosecurity/prempti Falco-powered policy and visibility layer for AI coding agents 232 Claude Code 1 9,444 tok
FradSer/mcp-server-apple-events MCP server providing native macOS integration with Apple Reminders and Calendar via EventK 232 Claude Code, Codex, Gemini CLI, OpenCode 3 4,122 tok
sendbird/cc-plugin-codex npmjs.com An open-source plugin that runs inside Codex and lets you use Claude Code and Claude model 232 Claude Code, Codex, OpenCode 2 131 tok
HelpFreedom/kadr AI-native GPU-accelerated video editor with Claude Code built into the timeline 232 Claude Code 1 15,279 tok
cmdaltctr/claude-gemini-mcp-slim Lightweight MCP integration bringing Google's Gemini AI capabilities to Claude Code with 1 232 Claude Code 10 —
wayn111/waynboot-mobile waynboot-mall is a fully open-source micro-store project that includes an operations backe 231 Claude Code, Codex, OpenCode 2 3,716 tok
razorpay/razorpay-mcp-server razorpay.com Razorpay's Official MCP Server 231 Claude Code, Codex, OpenCode 2 3,435 tok
joebwd/mental-wellness-prompts Templates for AI-powered mental wellness support. Includes conversation frameworks, safety 231 Claude Code 1 2,231 tok
healthchainai/HealthChain healthchainai.github.io Python SDK for healthcare AI — typed, validated FHIR tools for agents, real-time EHR conne 231 Claude Code 1 1,852 tok
duckdb/duckdb-r r.duckdb.org The duckdb R package 231 Claude Code, Codex, OpenCode 14 752 tok
sondera-ai/sondera-coding-agent-hooks Hooking implementations and supporting tools for various coding agents (Claude, Cursor, Ge 231 Claude Code, Codex, OpenCode 3 1,505 tok
ozgurcd/gograph gograph.identuum.ai Local-only Go static analysis engine with a built-in MCP server. Gives AI coding agents de 231 Codex, OpenCode 1 439 tok
openyida/openyida demo.aliwork.com Your own personal YiDA AI assistant! 231 Claude Code, Codex, OpenCode 8 6,639 tok
dev-toolings/superpowers-symfony Claude Code plugin for Symfony 7.4 LTS & 8.x — 44 skills, 7 AI subagents & 13 commands for 231 Codex, OpenCode 1 4,053 tok
SikamikanikoBG/homelab-monitor sikamikanikobg.github.io Self-hosted homelab dashboard in one container — GPU, local-AI VRAM, Docker, systemd, ener 231 Claude Code 1 138 tok
joshuaswarren/remnic remnic.ai Open-source memory and context for user-aware agents: scoped memory, provenance, retrieval 231 Claude Code, Codex, OpenCode 2 21,169 tok
xorespesp/claude-code Complete TypeScript source code of the Claude Code CLI, reconstructed from source maps and 231 Claude Code 1 1,118 tok
dslsdzc/rev-skills 121 reverse-engineering AI skills (publishable and cross-platform): malware analysis / sof 231 Claude Code, Codex, OpenCode 2 5,768 tok
leeguooooo/chrome-use chrome-use.leeguoo.com Drive your real, logged-in Chrome from any AI agent: local CLI + MCP, native-messaging ext 231 Codex, OpenCode 1 5,377 tok
Lichas/maxclaw maxclaw.top OpenClaw-Style Local-First AI Agent in Go - Low-Memory, Private, UI-Ready, Out-of-the-Box 230 Claude Code, Codex, OpenCode 2 2,183 tok
HKUDS/MoChat "MoChat: OpenClaw as Your Social Agent https://mochat.io" 230 Claude Code 1 —
rohunj/claude-build-workflow Automated workflow for building apps with Claude Code. Describe what you want, answer ques 230 Claude Code, Codex, OpenCode 2 3,171 tok
chuckreynolds/social-profile-image-sizes chuckreynolds.com Social media profile image size reference guide. Open Graph, Twitter Cards, etc. 230 Claude Code, Codex, OpenCode 3 1,484 tok
ramakay/claude-self-reflect Claude forgets everything. This fixes that. 🔗 www.npmjs.com/package/claude-self-reflect 230 Claude Code 1 2,526 tok