How real projects configure their agents

22,198 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 agents7,609Claude Code6,644Data and AI3,677Backend and APIs3,502Languages3,403Planning3,220Git and workflow3,193Code review2,743Testing2,377Memory and context2,363DevOps and cloud2,314Writing and docs2,311Research2,293Frontend2,259Security2,022Productivity1,721

All Claude Code32,006 Codex23,251 OpenCode22,198 GitHub Copilot3,552 Gemini CLI1,917 Cursor1,737 Windsurf138 Kiro81

Project Stars Configures Files Always loaded
qte77/analyze-stock-kpi qte77.github.io Library-based stock KPI CLI: per-ticker fundamentals via yfinance plus a daily CNN Fear & 2 Claude Code, Codex, OpenCode 3 848 tok
x-bizarre/amy-threads-bot Amy — a Threads bot for autoposting, replying to comments, and outreach with approval via 2 Codex, OpenCode 1 3,371 tok
Kajsing/wiz-control control WiZ devices from computer. 2 Codex, OpenCode 1 576 tok
2026-HEVEN/vcu 2026 Yeonggwang VCU firmware 2 Claude Code, Codex, OpenCode 2 494 tok
EdouardCourty/symfony-docker A light Docker & Symfony starter template. 2 Codex, GitHub Copilot, OpenCode 2 3,353 tok
mkonstan/llm-tools Operational protocols and tools for AI systems. 2 Codex, OpenCode 1 972 tok
SWP-Team-46/Traffic-Proccessor Traffic Proccessor is a script that scans the network activity and provides the data for v 2 Codex, OpenCode 1 1,166 tok
juno-fx/Terra-Official-Plugins Official plugins for the Terra system 2 Codex, OpenCode 1 7,760 tok
rebornwwp/LLL 2 Codex, OpenCode 1 1,041 tok
konturio/AGENTS.md Kontur's AGENTS.md instructions 2 Codex, OpenCode 1 1,467 tok
Kaju-Open-Source/ORE Your One Stop Shop to all things study :P 2 Codex, OpenCode 1 3,562 tok
attid/MyMTLWalletBot MyMTLWalletBot 2 Codex, OpenCode 1 1,000 tok
epicgamer239/code4community code4community.net This is the official repository of the Code4Community website where custom software soluti 2 Codex, OpenCode 1 816 tok
raydium-io/raydium-docs-v1 docs.raydium.io Raydium Documentation 2 Codex, OpenCode 1 1,143 tok
kingassune/harness-starter-pack 2 Codex, OpenCode 1 770 tok
lemos999/codex-active-orchestration Codex AGENTS.md policy for active parent-worker orchestration, token-aware reasoning effor 2 Codex, OpenCode 1 618 tok
jmk2142/MSTU-5010-Student 2 Codex, OpenCode 1 12 tok
det-lab/kaitai_struct_awkward_runtime det-lab.github.io Kaitai Struct: runtime for Awkward Arrays 2 Codex, OpenCode 1 995 tok
mjunaidca/ai-native-tasks-manager 2 Claude Code, Codex, Gemini CLI, OpenCode 9 2,424 tok
pwdel/spec-socialpredict-tasks Specification Template for Automated Coding 2 Codex, OpenCode 1 3,825 tok
luisfaconi/anima-tech-week-xi-world-cup-pool 2 Codex, OpenCode 1 1,756 tok
neura-spheres/Ventus Ventus is a focused desktop browser with AI built in 2 Claude Code, Codex, OpenCode 2 6,296 tok
rather-labs/stacks-nftstrategy stacks-nftstrategy-front-end.vercel.app DoraHacks - 2025 Stacks Vibe Coding Hackathon 2 Codex, OpenCode 1 7,683 tok
sameed-khan/gatekeeper FDA-Guided Review Agent Pipeline 2 Codex, OpenCode 1 1,417 tok
co-cddo/gds-idea-app-auth Unified authentication and authorisation guard for the gds-idea web apps. 2 Codex, OpenCode 1 660 tok
caveman99/platform-nordicnrf54 PlatformIO development platform for Nordic nRF54L (Arduino core + s145 SoftDevice + DFU bo 2 Codex, OpenCode 1 1,812 tok
gnoverse/mygnoscan mygnoscan.moul.p2p.team 2 Claude Code, Codex, OpenCode 2 1,224 tok
DaleStudy/github graphql.daleseo.workers.dev 🤖 GitHub app 2 Claude Code, Codex, OpenCode 2 5,097 tok
frontendmentorio/nft-preview-card-component 2 Claude Code, Codex, OpenCode 2 2,217 tok
superliyang/tony-2026 tony 2026 obsidian 2 Codex, OpenCode 1 722 tok
sous-chefs/beyondcompare supermarket.chef.io Development repository for the beyondcompare cookbook 2 Codex, OpenCode 1 548 tok
forbiddenlink/mythos mythos-web-seven.vercel.app Interactive storytelling platform exploring mythology and folklore with rich narrative exp 2 Claude Code, Codex, GitHub Copilot, OpenCode 4 2,673 tok
Gopartner/realme-c53-unlock-root Bootloader unlock (CVE-2022-38694) & root guide for Realme C53 / RMX3760 (Unisoc T612) 2 Codex, OpenCode 1 7,338 tok
Siddhant-135/ARIES_Website aries-website-one.vercel.app ARIES's official website (ariesiitd.com) 2 Codex, OpenCode 1 1,083 tok
frontendmentorio/bookmark-landing-page frontendmentor.io This challenge will really test your layout skills. There are also areas that will require 2 Claude Code, Codex, OpenCode 2 2,400 tok
coinmastersguild/pioneer-studio studio.pioneers.dev Open-source AI production studio powered by the Pioneer API 2 Codex, OpenCode 1 689 tok
bescriptkiddie/oc_world oc-world-ochre.vercel.app 2 Codex, OpenCode 1 1,770 tok
rajshah4/openhands-sre 2 Claude Code, Codex, OpenCode 5 1,132 tok
deyloop/lianli_207_lcd Linux Driver for Lian Li Lancool 207 Digital LCD Screen 2 Codex, OpenCode 1 1,438 tok
availproject/docs docs.availproject.org Official Avail Documentation 2 Claude Code, Codex, OpenCode 2 1,229 tok
ya-labs/DevLab Repositório voltado ao ensino e aprofundamento técnico em desenvolvimento front-end, conte 2 Codex, OpenCode 1 3,239 tok
diplodoc-platform/tabs-extension 2 Codex, OpenCode 1 138 tok
andnp/jax-research-template 2 Claude Code, Codex, OpenCode 7 920 tok
frontendmentorio/profile-card-component frontendmentor.io This is a perfect challenge to test your layout skills. The card layout doesn't shift, so 2 Claude Code, Codex, OpenCode 2 2,217 tok
Gazerrr03/roblox_experience Roblox two-place experience prototype 2 Claude Code, Codex, OpenCode 6 1,744 tok
WebMCP-org/docs Technical documentation for the MCP-B / WebMCP ecosystem 2 Claude Code, Codex, OpenCode 5 4,230 tok
LoyolaChicagoCS/gradhandbook graduatehandbook.cs.luc.edu Graduate Handbook Site 2 Codex, OpenCode 1 1,320 tok
lulu19900422-ux/LULU-ARCHITECTURE-DESIGN Architect's infinite canvas 2 Codex, OpenCode 1 1,571 tok
tamaki-lab/research-workspace 2 Claude Code, Codex, OpenCode 6 2,910 tok
bl1nk-bot/agent-library agent-library-two.vercel.app 2 Claude Code, Codex, Gemini CLI, OpenCode 56 2,861 tok