How real projects configure their agents

23,184 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 agents7,450Claude Code6,586Data and AI3,698Backend and APIs3,488Languages3,402Planning3,191Git and workflow3,129Code review2,728Memory and context2,353Testing2,330DevOps and cloud2,293Research2,288Writing and docs2,283Frontend2,242Security1,990Productivity1,704

All Claude Code32,053 Codex23,184 OpenCode21,956 GitHub Copilot3,523 Gemini CLI1,906 Cursor1,729 Windsurf98 Kiro64

Project Stars Configures Files Always loaded
lightdash/lightdash lightdash.com Agentic BI. Analytics at the speed of code ⚡️ 6,125 Claude Code, Codex, OpenCode 22 6,996 tok
rivet-dev/actors rivet.dev Rivet Actors are the primitive for stateful workloads. Built for AI agents, collaborative 6,118 Claude Code, Codex, OpenCode 41 10,806 tok
superplanehq/superplane superplane.com Open source factory for one-shot engineering 6,110 Claude Code, Codex, Cursor, OpenCode 18 3,170 tok
agegr/pi-web Web UI for the pi coding agent 6,087 Codex, OpenCode 1 4,505 tok
UfoMiao/zcf zcf.ufomiao.com Zero-Config Code Flow for Claude code & Codex 6,081 Claude Code, Codex, OpenCode 8 13,029 tok
akitaonrails/ai-memory Solution for long term memory for agent coding CLIs and to facilitate handoff between diff 6,052 Claude Code, Codex, OpenCode 2 7,106 tok
Azure/azure-sdk-for-net This repository is for active development of the Azure SDK for .NET. For consumers of the 6,050 Claude Code, Codex, GitHub Copilot, OpenCode 24 3,574 tok
jacob-bd/gemini-notebook-mcp-cli Programmatic access to Gemini Notebook - via command-line interface (CLI), Model Context P 6,039 Claude Code, Codex, Gemini CLI, OpenCode 3 7,646 tok
btraceio/btrace Production-safe dynamic tracing and diagnostics for Java applications—attach to live JVMs 5,994 Claude Code, Codex, GitHub Copilot, OpenCode 3 2,439 tok
netease-youdao/LobsterAI lobsterai.youdao.com Open-source, desktop-grade AI agent that gets real work done — data analysis, slides, docs 5,993 Claude Code, Codex, OpenCode 2 4,889 tok
openai/plugins OpenAI Plugins 5,984 Codex 1
jakubkrehel/skills jakub.kr A collection of agent skills that help you build a great interface. 5,982 Claude Code, Codex, OpenCode 2 3,177 tok
zhukunpenglinyutong/jetbrains-cc-gui plugins.jetbrains.com Jetbrains Claude Code and Codex GUI Plugin 5,963 Claude Code, Codex 1
Dicklesworthstone/destructive_command_guard The Destructive Command Guard (dcg) is for blocking dangerous git and shell commands from 5,940 Codex, OpenCode 1 17,656 tok
FlorianBruniaux/claude-code-ultimate-guide cc.bruniaux.com The most comprehensive Claude Code guide: agentic workflows, hooks, skills, MCP servers, q 5,929 Claude Code, Codex, GitHub Copilot, OpenCode 10 5,911 tok
jacklandrin/OnlySwitch onlyswitch.click ⚙️ All-in-One menu bar app, hide 💻MacBook Pro's notch, dark mode, AirPods, Shortcuts 5,910 Codex, OpenCode 1 1,186 tok
HelixDB/helix-db helix-db.com HelixDB is an OLTP graph database with native vector and full-text search built in Rust on 5,890 Codex, OpenCode 1 934 tok
fengshao1227/ccg-workflow ccg.fengshao1227.com Multi-model collaboration workflow engine — run /ccg:go with one command, and AI automatic 5,879 Claude Code, Codex 11 18,144 tok
ZSeven-W/openpencil op.zseven.tech The world's first open-source AI-native vector design tool and the first to feature concur 5,875 Claude Code, Codex, OpenCode 2 1,964 tok
sooperset/mcp-atlassian mcp-atlassian.soomiles.com MCP server for Atlassian tools (Confluence, Jira) 5,866 Claude Code, Codex, GitHub Copilot, OpenCode 4 2,281 tok
antfu/skills Anthony Fu's curated collection of agent skills. 5,862 Codex, OpenCode 1 1,919 tok
ModelEngine-Group/nexent modelengine-group.github.io Nexent is a zero-code platform for auto-generating production-grade AI agents using Harnes 5,854 Claude Code, Codex, OpenCode 4 1,369 tok
deusyu/harness-engineering A Harness Engineering study guide — an in-depth learning record from understanding the con 5,838 Claude Code, Codex, OpenCode 2 1,815 tok
baserow/baserow baserow.io Build databases, automations, apps & agents with AI — no code. Open source platform avail 5,837 Claude Code, Codex, OpenCode 16 1,519 tok
vercel-labs/open-agents open-agents.dev An open source template for building cloud agents. 5,810 Claude Code, Codex, OpenCode 2 1,253 tok
ebertti/awesome-telegram telegram.me Collection great groups, channels, bots and libraries for Telegram 5,802 Claude Code, Codex, OpenCode 2 1,796 tok
Q00/ouroboros ouroboros.page Agent OS: the agent gets smarter on its own. We just hold the line: Interview-gated, stage 5,800 Claude Code, Codex, OpenCode 5 4,047 tok
kenn-io/agentsview agentsview.io Local-first session search, analytics, insights, and token use statistics for coding agent 5,799 Claude Code, Codex, OpenCode 4 1,310 tok
dramaclaw/dramaclaw dramaclaw.ai A general-purpose AIGC video engine: script to finished film in one pipeline — animated dr 5,782 Codex, OpenCode 1 737 tok
gosom/google-maps-scraper scrape data from Google Maps. Extracts data such as the name, address, phone number, webs 5,763 Codex, OpenCode 1 289 tok
talebook/talebook talebook.org A simple and easy-to-use personal library 5,747 Claude Code, Codex, OpenCode 13 3,598 tok
areal-project/AReaL areal-ai.io The RL Bridge for LLM-based Agent Applications. Made Simple & Flexible. 5,739 Claude Code, Codex, OpenCode 27 4,509 tok
binaricat/Netcatty netcatty.app SSH workspace, SFTP, and terminals in one 5,734 Claude Code, Codex, OpenCode 2 5,310 tok
huangruiteng/loopx huangruiteng.github.io Long-horizon agent control plane for durable, governed work across Codex, Claude Code, and 5,726 Codex, OpenCode 1 5,055 tok
AmanVarshney01/create-better-t-stack better-t-stack.dev A modern CLI tool for scaffolding end-to-end type-safe TypeScript projects with best pract 5,705 Claude Code, Codex, OpenCode 7 938 tok
ningzimu/codex-ppt-skill ppt-skill.ningzimu.vip GPT-Image-2 PPT Generator Skill for Creating Image-Based PowerPoint Presentations in Codex 5,686 Codex, OpenCode 1 340 tok
OpenBMB/UltraRAG ultrarag.github.io A Low-Code MCP Framework for Building Complex and Innovative RAG Pipelines 5,681 Claude Code, Codex, OpenCode 2 4,156 tok
Dammyjay93/interface-design interface-design.dev Design engineering for Claude Code. Craft, memory, and enforcement for consistent UI. 5,673 Claude Code, Codex 3
generalaction/emdash emdash.com Emdash is the Open-Source Agentic Development Environment (🧡 YC W26). Run multiple coding 5,670 Claude Code, Codex, OpenCode 3 5,648 tok
zxlie/FeHelper fehelper.com 😍FeHelper—Web frontend assistant (Awesome! Chrome & Firefox & MS-Edge Extension, All-in-o 5,662 Codex, OpenCode 1 480 tok
lemonade-sdk/lemonade lemonade-server.ai Lemonade helps users discover and run local AI apps by serving optimized LLMs right from t 5,658 Claude Code, Codex, OpenCode 2 4,978 tok
cri-o/cri-o cri-o.io Open Container Initiative-based implementation of Kubernetes Container Runtime Interface 5,656 Claude Code, Codex, OpenCode 2 2,300 tok
vllm-project/semantic-router vllm-sr.ai A programmable Mixture-of-Models router for heterogeneous LLM inference 5,656 Codex, GitHub Copilot, OpenCode 2 929 tok
alibaba/QLExpress QLExpress is a powerful, lightweight, dynamic language for the Java platform aimed at impr 5,621 Claude Code, Codex, OpenCode 2 2,324 tok
oomol-lab/open-connector oomol.com Open-source auth gateway connecting 1400+ SaaS providers to AI agents through SDK, CLI, MC 5,620 Claude Code, Codex, OpenCode 3 3,687 tok
dograh-hq/dograh app.dograh.com Open source voice AI platform. Self-hosted alternative to Vapi and Retell. On Prem, BYOK a 5,614 Claude Code, Codex, OpenCode 5 395 tok
pgsty/pigsty pigsty.io Enterprise-Grade OSS PostgreSQL Distribution with HA, PITR, IaC, Monitor, 12 kernel forks 5,604 Claude Code, Codex, OpenCode 2 4,982 tok
21st-dev/1code 1code.dev Orchestration layer for coding agents (Claude Code, Codex) 5,600 Claude Code, Codex, OpenCode 2 2,846 tok
kanbn/kan kan.bn The open source Trello alternative. 5,591 Codex, OpenCode 1 2,672 tok
QuipNetwork/xquad A rust implementation of the Quip Network's quantum virtual machine. 5,587 Codex, OpenCode 1 5,246 tok