How real projects configure their agents

22,145 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 agents7,571Claude Code6,627Data and AI3,684Backend and APIs3,492Languages3,401Planning3,221Git and workflow3,179Code review2,740Testing2,368Memory and context2,365Writing and docs2,309DevOps and cloud2,308Research2,298Frontend2,256Security2,015Productivity1,715

All Claude Code31,984 Codex23,196 OpenCode22,145 GitHub Copilot3,551 Gemini CLI1,917 Cursor1,736 Windsurf133 Kiro79

Project Stars Configures Files Always loaded
QoroQuantum/divi divi.readthedocs.io A Python library to automate generating, parallelizing, and executing quantum programs. 23 Codex, OpenCode 1 1,471 tok
boettiger-lab/mcp-data-server boettiger-lab.github.io Duckdb-based MCP server for datasets 23 Codex, OpenCode 1 7,762 tok
wilsonzlin/umap-rs Fast, parallel, memory-efficient Rust implementation of UMAP 23 Codex, OpenCode 1 3,140 tok
deepgram/dglabs-deepclaw 23 Claude Code, Codex, GitHub Copilot, OpenCode 6 5,169 tok
albertbuchard/forge A local-first structured memory system for humans and AI agents, synchronized across devic 23 Codex, OpenCode 1 1,118 tok
polinom/telecode 23 Claude Code, Codex, OpenCode 2 7,605 tok
eventhorizon-cli/EventHorizon EventHorizon is a Code Agent project developed based on the Microsoft Agent Framework. 23 Codex, GitHub Copilot, OpenCode 2 1,207 tok
Accenture/AutoFixture.XUnit2.AutoMock Autofixture auto-mocking for XUnit2 using a mocking library of your choice. 23 Claude Code, Codex, OpenCode 2 4,228 tok
Onlyicing1/Telegram-self-bot 23 Codex, OpenCode 1 5,363 tok
berksunduri/GOPost 23 Claude Code, Codex, OpenCode 46 1,695 tok
oldantique/zotkit Let AI agents manage your Zotero library: headless CLI + Python API to search, import, enr 23 Claude Code, Codex, OpenCode 2 2,798 tok
rcarmo/piclaw-addons rcarmo.github.io extensions, tools and add-ons that we've used with piclaw 23 Codex, OpenCode 1 3,149 tok
ricktaylor/hardy BPv7 DTN server implementation 23 Claude Code, Codex, OpenCode 2 2,183 tok
marconneves/terraform-provider-coolify registry.terraform.io 💜 Provider of Coolify for Terraform 23 Codex, OpenCode 1 490 tok
kenhuangus/llm-wiki 23 Codex, OpenCode 1 793 tok
ja11sop/cuppa A simple, extensible build system for use with Scons 23 Codex, OpenCode 1 13,359 tok
ajayyAI/expo-forge Expo SDK 56 boilerplate for shipping cross-platform apps 23 Claude Code, Codex, OpenCode 2 1,264 tok
kolirt/vue-modal kolirt.github.io ⚡️ Easy to use and highly customizable Vue3 modal package 23 Codex, OpenCode 1 4,062 tok
ksachdeva/zephyr-rtos-ai An AI Agent harness to assist firmware development 23 Codex, OpenCode 1 763 tok
patleeman/neon-pilot neonpilot.net Self extensible agent harness 23 Codex, OpenCode 1 2,753 tok
craigsdennis/linkedout-pipelines A way to share external links and track interactions using Cloudflare Pipelines 23 Codex, OpenCode 1 3,487 tok
am-will/taskery 23 Codex, OpenCode 2 665 tok
sy159/snowgo A lightweight rapid-development Golang API project built with Gin + Gorm, ready to use out 23 Codex, OpenCode 1 1,720 tok
LuciferMornens/kontext-engine Stop feeding your AI agent the entire codebase. Give it ctx instead. FIrst context engine 23 Codex, OpenCode 1 889 tok
damiansire/web-vaccine-tracker web-vaccine-tracker.vercel.app Panel historico estatico de vacunacion COVID-19 (2020-2023), datos horneados en build-time 23 Claude Code, Codex, OpenCode 2 2,515 tok
acgetchell/delaunay D-dimensional Delaunay triangulations and convex hulls in safe Rust, with Euclidean and to 23 Codex, OpenCode 1 3,307 tok
nitishxyz/solforge solforge.sh AI-Powered Solana Development Suite 🤖⚡ The next-generation Solana development environment 23 Codex, OpenCode 1 1,793 tok
ABO896/obsidian-university-workflow A powerful, context-aware Templater system for university students using Obsidian. 23 Claude Code, Codex, OpenCode 5 1,346 tok
sinmb79/GongMun-Doctor-MCP 공문닥터-MCP—let's write official documents with AI. 23 Codex, OpenCode 1 1,422 tok
major/porkbun-mcp 🐷 MCP server for Porkbun DNS API - manage domains, DNS records, DNSSEC, and SSL certifica 23 Claude Code, Codex, GitHub Copilot, OpenCode 3 2,472 tok
CerebroCanibalus/Ultra-Godot-MCP-ASL 23 Codex, OpenCode 1 4,894 tok
adawalli/nexus MCP Server to make searching openrouter easy 23 Claude Code, Codex, OpenCode 14 459 tok
feniix/pi-extensions Extensions, tools, and integrations for the pi coding agent. 23 Claude Code, Codex, OpenCode 2 1,516 tok
syahiidkamil/vibe-ai-partner-entity An AI partner with true active memory. She keeps a diary in her own voice, digests her day 23 Claude Code, Codex, OpenCode 42 2,485 tok
RudderCode/Rudder npmjs.com Make your specs actually comprehensive. Pair your specs with tests to make your coding age 23 Claude Code, Codex, OpenCode 7 265 tok
majiayu000/claude-skill-registry-core majiayu000.github.io Core deduplicated artifacts and index for the Claude skill registry 23 Claude Code, Codex, OpenCode 2 1,250 tok
mehrad-dm/mastermind mastermind.mehrad.me ⚗️ Experimental — A markdown brain that gives your AI coding tools judgment and rigor: sha 23 Claude Code, Codex, OpenCode 2 3,490 tok
pinchen147/system-design-skill System design from evidence, not vibes — reads your repo as the current architecture, runs 23 Claude Code, Codex, OpenCode 2 781 tok
Nisus74/pencil-skill AI coding skill plugin for pencil.dev (.pen) design files via the Pencil MCP server that w 23 Claude Code, Codex, OpenCode 2 4,085 tok
MoaidHathot/Zakira.Imprint Ship AI Skills, custom instructions, and MCP server configs alongside your NuGet packages. 23 Codex, OpenCode 1 24 tok
nonatofabio/mindle A quiet place to read Markdown. Native macOS e-reader with highlighting, annotations & GFM 23 Codex, OpenCode 1 3,255 tok
WildPigKing/codex-project-skill-manager Consent-first workspace governance for Codex: standardize future project locations and lay 23 Codex, OpenCode 1 630 tok
ankaboot-source/supabase-selfhost-ops ankaboot.io Self-host Supabase in production, AI-ready: read-only MCP for your coding agent with zero 23 Codex, OpenCode 1 12,010 tok
sandraschi/worldlabs-mcp FastMCP 3.2 server and webapp wrapping the World Labs Marble API — generate navigable 3D 23 Claude Code, Codex, GitHub Copilot, Cursor, OpenCode, Windsurf 6 1,550 tok
nitsan-technologies/ns_t3af t3planet.de MCP-first AI foundation for TYPO3. Bring AI agents into TYPO3, on your terms. 23 Claude Code, Codex, OpenCode 5 1,033 tok
hyqibot/claude-code-token-free Claude Code with Token-free Plan. A Claude Code build repaired from the source leaked fro 23 Codex, GitHub Copilot, OpenCode 2 3,441 tok
neveevol7/career-ops-cn I spent several months applying for jobs using the most tedious methods. So, based on care 23 Claude Code, Codex, OpenCode 16 5,592 tok
iamraven-tw/Learn-GAS An AI Agent guides beginners through Google Apps Script tutorials, project development, an 23 Claude Code, Codex, OpenCode 2 802 tok
felvieira/claude-skills-fv 23 Claude Code, Codex, OpenCode 4 4,633 tok
ukunal91app/Marketing-Skills-by-Corey-Haines 23 Claude Code, Codex, OpenCode 2 2,263 tok