How real projects configure their agents

23,614 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 agents8,442Claude Code6,875Data and AI3,584Git and workflow3,574Backend and APIs3,550Languages3,468Planning3,315Code review2,876Testing2,653DevOps and cloud2,462Writing and docs2,461Memory and context2,373Research2,315Frontend2,301Security2,167Project management1,944

All Claude Code32,436 Codex24,692 OpenCode23,614 GitHub Copilot3,700 Gemini CLI2,016 Cursor1,769 Windsurf202 Kiro113

Project Stars Configures Files Always loaded
openbkn-ai/bkn-foundry openbkn.ai BKN Foundry is the Ontology back-end foundation of OpenBKN. It transforms ontology-driven 1,123 Codex, OpenCode 1 1,010 tok
decodingai-magazine/building-a-coding-agent-from-scratch-course Learn harness engineering by building Claude Code from scratch. Free, open-source course: 1,123 Claude Code, Codex, OpenCode 3 5,643 tok
Human-Agent-Society/CORAL coral.compounding-intelligence.ai Open-source autoresearch powered by autonomous coding agents. Run Claude Code, OpenCode, a 1,122 Claude Code, Codex, OpenCode 6 6,180 tok
Kc1t/alethe-agents alethe-agents.kc1t.com A local-first desktop workspace for running, organizing, and resuming multiple coding age 1,122 Claude Code, Codex, OpenCode 3 4,236 tok
microsoft/agentrc Get your repo ready for AI. 1,121 Claude Code, Codex, GitHub Copilot, OpenCode 8 1,310 tok
manycoretech/aholo-viewer aholojs.dev A high performance 3DGS renderer 1,119 Codex, OpenCode 7 900 tok
novoid/Memacs What did I do on February 14th 2007? Visualize your (digital) life in Org-mode 1,118 Codex, OpenCode 1 2,975 tok
vercel-labs/web-interface-guidelines vercel.com Guidelines for building interfaces on the Web. 1,118 Codex, OpenCode 1 1,958 tok
microsoft/power-platform-skills microsoft.github.io A plugin marketplace for GitHub Copilot and other AI agents that provides Power Platform d 1,118 Claude Code, Codex, OpenCode 2 6,207 tok
raindrop-ai/workshop raindrop.ai Give your coding agent the power to write and run agent evals. 1,117 Codex, OpenCode 1 451 tok
openclaw/agent-skills Useful skills for agents and claws. 1,116 Codex, OpenCode 1 218 tok
caozhiyuan/copilot-api caozhiyuan.github.io GitHub Copilot, OpenAI Codex, OpenCode Go, and third-party AI provider gateway with OpenAI 1,112 Claude Code, Codex, OpenCode 3 688 tok
codestable/CodeStable codestable.dev CodeStable is an AI coding workflow for serious software engineering that keeps humans in 1,111 Claude Code, Codex, OpenCode 4 2,188 tok
google/sam sam-mesh.dev Agent Mesh 1,111 Codex, OpenCode 1 1,694 tok
cuga-project/cuga-agent cuga.dev CUGA is an open-source generalist agent harness for the enterprise, supporting complex tas 1,107 Claude Code, Codex, OpenCode 2 2,158 tok
Mininglamp-OSS/octo-server 🐙 The Go backend powering OCTO — an open workplace built for humans × AI agents. REST & W 1,107 Claude Code, Codex, OpenCode 7 4,907 tok
MaxBittker/rs-sdk rs-sdk-demo.fly.dev Runescape automation library, optimized for use by coding agents. 1,105 Claude Code, Codex, Gemini CLI, OpenCode 3 3,668 tok
momozi1996/momo-code momozi.cc MOMO CODE — RSI *JEV*Pi --AI coding agent that evolves with you 1,105 Claude Code, Codex, OpenCode 2 1,291 tok
frappe/frappe-ui ui.frappe.io The all-in-one toolkit for modern frontends. High-quality components, app recipes and AI-r 1,104 Codex, GitHub Copilot, OpenCode 2 938 tok
shaps80/SwiftUIBackports A collection of SwiftUI backports for iOS, macOS, tvOS and watchOS 1,100 Codex, OpenCode 1 653 tok
NVIDIA/cuopt docs.nvidia.com GPU accelerated decision optimization 1,099 Codex, GitHub Copilot, OpenCode, Windsurf 3 920 tok
foxhound87/mobx-formkit foxhound87.github.io Reactive MobX Form State Management 1,094 Codex, OpenCode 1 7,668 tok
jonwiggins/optio optio.host Workflow orchestration for AI agent swarms. 1,094 Claude Code, Codex, OpenCode 2 16,437 tok
AgentWorkforce/relay agentrelay.com Infrastructure for coding agents 1,094 Claude Code, Codex, Gemini CLI, OpenCode 4 2,404 tok
K9i-0/ccpocket k9i-0.github.io Mobile client for Codex and Claude — control coding agents from your phone via WebSocket b 1,093 Claude Code, Codex, OpenCode 23 1,564 tok
marcus/sidecar Use sidecar next to CLI agents for diffs, file trees, conversation history, and task manag 1,092 Claude Code, Codex, Gemini CLI, OpenCode 3 4,668 tok
FalkorDB/QueryWeaver app.queryweaver.ai An open-source Text2SQL tool that transforms natural language into SQL using graph-powered 1,090 Claude Code, Codex, GitHub Copilot, OpenCode 3 4,912 tok
apify/mcpc npmjs.com The most compatible MCP CLI client. Supports: tools, resources, prompts, completions, asyn 1,089 Codex, OpenCode 1 14,249 tok
tristanisham/zvm zvm.app zvm (Zig Version Manager) lets you easily install/upgrade between different versions of Zi 1,087 Claude Code, Codex, OpenCode 2 2,326 tok
nevalang/neva nevalang.org Dataflow programming language where you write a program as a message-passing graph and eve 1,086 Codex, OpenCode 9 1,227 tok
PatterAI/Patter getpatter.com Open-source voice-AI SDK. The Vapi/Retell alternative for builders who want to own the sta 1,083 Codex, OpenCode 1 855 tok
openops-cloud/openops openops.com The batteries-included, No-Code FinOps automation platform, with the AI you trust. 1,082 Claude Code, Codex, GitHub Copilot, OpenCode 6 3,937 tok
pionxzh/wakaru wakarujs.com 🔪📦 Javascript decompiler for modern frontend 1,081 Claude Code, Codex, OpenCode 2 4,205 tok
zhnnky329/MathModeling-skills Claude Code / Codex Skills for mathematical modeling competitions, supporting staged model 1,080 Claude Code, Codex, OpenCode 33 3,346 tok
takahirom/roborazzi takahirom.github.io Make JVM Android integration test visible 🤖📸 1,080 Codex, OpenCode 1 777 tok
johannesjo/parallel-code parallelcode.app Run Claude Code, Codex, and Gemini side by side — each in its own git worktree 1,080 Claude Code, Codex, OpenCode 2 2,167 tok
ChatbotXIO/ChatbotX chatbotx.io Open-source ManyChat alternative, built for AI. Omnichannel marketing across WhatsApp, Tik 1,080 Claude Code, Codex, GitHub Copilot, OpenCode 33 7,448 tok
Evokoa/pgGraph polygres.com Open-source graph database superpowers for your existing Postgres data. 1,079 Codex, OpenCode 1 836 tok
northword/zotero-format-metadata Linter for Zotero. A plugin for Zotero to format item metadata. Shortcut to set title rich 1,079 Codex, OpenCode 1 2,265 tok
GSManagerXZ/GameServerManager gsmanager.cn GameServerManager (GSManager for short) is a modern one-click game deployment panel design 1,076 Codex, OpenCode 1 958 tok
harehare/mq mqlang.org A jq-like Markdown query language for command-line processing 1,076 Claude Code, Codex, OpenCode 2 656 tok
rogue-security/rogue qualifire.ai AI Agent Evaluator & Red Team Platform 1,075 Codex, OpenCode 1 1,055 tok
marcus/nightshift Nightshift uses your leftover Claude / Codex budget to surprise you with useful PRs. Love 1,075 Claude Code, Codex, OpenCode 2 469 tok
stackql/stackql stackql.io Query, provision and operate Cloud, SaaS, API and Model Context Protocol (MCP) resources t 1,075 Claude Code, Codex, OpenCode 2 2,592 tok
jamro/tiny-engineer A small desktop robot that brings an AI coding assistant to life, physically acting out wh 1,074 Claude Code, Codex, Cursor, OpenCode 39 2,163 tok
hashgraph-online/hol-guard hol.org Open-source antivirus and firewall for AI agents: block risky tools, secret access, prompt 1,072 Claude Code, Codex, OpenCode 2 950 tok
kdlbs/kandev kandev.ai AI Kanban & Development Environment. Orchestrate multiple agents, review changes, open PRs 1,067 Claude Code, Codex, OpenCode 42 7,924 tok
xuzhougeng/wisp-science wispscience.com Open-source, local-first desktop AI research workbench for scientific computing with Pytho 1,065 Codex, OpenCode 1 3,077 tok
cBioPortal/cbioportal cbioportal.org cBioPortal for Cancer Genomics 1,064 Claude Code, Codex, OpenCode 2 1,028 tok
a16z/jolt jolt.a16zcrypto.com The simplest and most extensible zkVM. Fast and fully open source from a16z crypto and fri 1,061 Claude Code, Codex, OpenCode 12 5,145 tok