How real projects configure their agents

43,547 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 agents7,521Claude Code6,606Data and AI3,688Backend and APIs3,494Languages3,401Planning3,209Git and workflow3,151Code review2,736Memory and context2,361Testing2,351DevOps and cloud2,300Writing and docs2,296Research2,295Frontend2,250Security2,004Productivity1,709

All Claude Code32,116 Codex23,280 OpenCode22,053 GitHub Copilot3,543 Gemini CLI1,915 Cursor1,736 Windsurf119 Kiro77

Project Stars Configures Files Always loaded
bitsocialnet/seedit seedit.app A Bitsocial app with an old.reddit UI 416 Claude Code, Codex, OpenCode 32 2,529 tok
r-dbi/odbc odbc.r-dbi.org Connect to ODBC databases (using the DBI interface) 416 Claude Code, Codex, OpenCode 2 1,253 tok
flingengine/FlingEngine fling-engine.site A Vulkan game engine with a focus on data oriented design 415 Claude Code, Codex, OpenCode 3 805 tok
john-rocky/coreai-model-zoo john-rocky.github.io Community model zoo for Apple Core AI (iOS/macOS 27): 66 models — LLM, VLM, OCR, ASR, TTS, 415 Claude Code, Codex, OpenCode 2 2,273 tok
gemini-cli-extensions/jules A Gemini CLI extension that allows you to use the Gemini CLI to orchestrate the Jules asyn 414 Gemini CLI 1 572 tok
MetaMask/core This monorepo is a collection of packages used across multiple MetaMask clients 414 Claude Code, Codex, OpenCode 2 3,101 tok
vivekchand/clawmetry clawmetry.com See your agent think. Zero-config observability & governance for 30 AI agent runtimes: Cla 414 Claude Code, Codex, OpenCode 3 11,158 tok
burugo/one-mcp A centralized reverse-proxy platform for MCP servers — manage, group, and export as Skills 413 Codex, OpenCode 1 611 tok
aallan/vera veralang.dev Vera: a programming language designed for LLMs to write 413 Claude Code, Codex, OpenCode 2 10,460 tok
pipecat-ai/voice-ui-kit voiceuikit.pipecat.ai Components, hooks and template apps for building React voice AI applications quickly. Desi 413 Claude Code, Codex, OpenCode 2 1,434 tok
xuzhougeng/wispterm wispterm.com A cross-platform terminal workspace for remote development and AI agent workflows, powered 413 Codex, OpenCode 1 5,997 tok
ai-search-guru/getcito-worlds-first-open-source-aio-aeo-or-geo-tool demo.getcito.com GetCito the World's First Open Source AI Search Optimization (AIO) / Answer Engine Optimiz 413 Codex, OpenCode 1 956 tok
koreal6803/finlab-ai finlab.finance Your AI's shortcut to mass-produce alpha-generating quant strategies. 413 Claude Code 2 1,829 tok
agent-sh/agnix The missing linter and lsp for AI coding assistants. Validate CLAUDE.md, AGENTS.md, SKILL. 412 Claude Code, Codex, OpenCode 2 5,416 tok
Ruya-AI/cozempic pypi.org Context cleaning for Claude Code — prune bloated sessions, protect Agent Teams from contex 412 Claude Code 6
SeaOf0/dsh-redteam-model Multiple modes built on dsh web for authorized security research by red teams, covering pe 412 Codex, OpenCode 1 2,748 tok
eclipse-rdf4j/rdf4j rdf4j.org Eclipse RDF4J: scalable RDF for Java 412 Claude Code, Codex, OpenCode 9 12,235 tok
cocart-headless/cocart-community cocartapi.com A developer-first REST API to decouple WooCommerce on the frontend. Fast, secure, customiz 412 Claude Code, Codex, OpenCode 5 2,150 tok
AI45Lab/iDeer This does remind me. 411 Codex, OpenCode 1 560 tok
bassimeledath/dispatch A Claude Code skill that 10x's your effective context window by dispatching tasks to backg 411 Claude Code 2 666 tok
gotalab/skillport Bring Agent Skills to Any AI Agent and Coding Agent — via CLI or MCP. Manage once, serve a 411 Claude Code, Codex, OpenCode 2 817 tok
cornell-zhang/allo cornell-zhang.github.io Allo Accelerator Design and Programming Framework (PLDI'24) 411 Codex, OpenCode 1 290 tok
Arvo-AI/aurora aurorasre.ai Aurora — Open source AI-powered agentic incident management & root cause analysis for SREs 411 Claude Code, Codex, OpenCode 2 2,735 tok
dongbeixiaohuo/writing-agent 🚀 A full-stack writing system that removes the AI feel, based on Claude Code (Skills + Su 411 Claude Code 26 588 tok
text2future/flowix Notes for you, Memory for your agents. / Built-in Deepseek harness Agent / Suitable for of 411 Claude Code 1 7,099 tok
Masriyan/Claude-Code-CyberSecurity-Skill security-life.org 22 production-quality Claude Code Skills for cybersecurity professionals — covering offens 411 Claude Code 1 1,151 tok
drandyhaas/KiCadRoutingTools hackaday.io A set of Python/Rust tools to aid routing in KiCad 411 Claude Code 12 15,298 tok
labring/tentix TenTix (10x Efficiency) - An AI native customer service platform with 10x accelerated reso 411 Claude Code 1 1,482 tok
co-cart/co-cart cocartapi.com A developer-first REST API to decouple WooCommerce on the frontend. Fast, secure, customiz 411 Claude Code, Codex, OpenCode 5 2,150 tok
atulmy/gql-query-builder npmjs.com 🔧 Simple GraphQL Query Builder 410 Claude Code, Codex, OpenCode 2 817 tok
caidaoli/ccLoad ccload.xyz AI API gateway that ends manual channel switching with smart routing, auto failover, expon 410 Claude Code, Codex 3 1,268 tok
webcoyote/sandvault Run AI agents isolated in a macOS user account and sandbox-exec. Configured to run Claude 410 Claude Code, Codex, OpenCode 2 37 tok
ShaftHQ/SHAFT_ENGINE shafthq.github.io Java test automation framework for web, mobile, API, CLI, database, and desktop E2E testin 409 Claude Code, Codex, GitHub Copilot, Gemini CLI, OpenCode 6 1,033 tok
Kocoro-lab/Kocoro kocoro.ai A Mac-native AI agent with memory, local computer access, browser control, IM channels, an 409 Claude Code, Codex, OpenCode 2 28,639 tok
bybren-llc/safe-agentic-workflow jscottgraham.us SAW — SAFe Agentic Workflow AI Agent Harness for Multi-Agent Team Workflows Built on SAFe 409 Claude Code, Codex, Gemini CLI, OpenCode 19 5,888 tok
PKU-YuanGroup/OpenAI4S openai4s.org A Claude Science replica using the 9.9-yuan Doubao API 409 Claude Code, Codex, OpenCode 2 7,593 tok
pegasi-ai/reins reins.sh Stop AI agents from doing things you didn't ask for. 408 Claude Code 3
MinghuiChen43/awesome-deep-phenomena A curated list of papers of interesting empirical study and insight on deep learning. Cont 408 Codex, OpenCode 1 1,891 tok
alpbahadur/49Agents 49agents.com Open-source 2D IDE for managing AI agents in native CLIs, terminal, gits, beads issues, an 408 Claude Code, Codex, OpenCode 2 3,298 tok
ruilisi/lsbot lsbot.org Lean & Secure Bot 408 Claude Code, GitHub Copilot 2 2,985 tok
vishiri/fantasia-archive A world-builder's best friend! 408 Claude Code, Codex, Cursor, OpenCode 39 7,498 tok
skygazer42/pokemon-chat A Pokémon-themed intelligent chat assistant based on LightRAG, LangGraph, MCP, RagFlow, an 408 Codex, OpenCode 1 739 tok
erpipe-org/mcp-odoo erpipe.com Odoo MCP for AI agents — gated writes, multi-instance. Hosted product: https://erpipe.com 408 Claude Code 1 260 tok
NotASithLord/peerd peerd.ai The first AI agent harness native to the browser. A browser extension that runs a full age 408 Claude Code, Codex, OpenCode 2 16,886 tok
jnMetaCode/ai-shortfilm-prompts prompts.aiolaola.com Claude Code Skill that turns any idea into a cinematic, model-ready video prompt — Sora · 408 Claude Code 1 939 tok
Hacker-Valley-Media/Interceptor Agent-driven Chrome extension for full browser control via CLI 408 Claude Code, Codex, OpenCode 7 5,585 tok
indragiek/uniprof uniprof.sh Universal CPU profiler designed for humans and AI agents 408 Claude Code, Codex, OpenCode 2 2,124 tok
LarsCowe/bmalph Unified AI Development Framework - BMAD phases with Ralph execution loop 407 Claude Code 1 1,360 tok
Runchuan-BU/BioClaw AI-Powered Bioinformatics Research Assistant. Built on OpenClaw. 407 Claude Code 13 1,198 tok
caipe-io/ai-platform-engineering caipe.io CAIPE is an open-source AI platform for building, governing, and operating AI agents and a 407 Claude Code, Codex, Cursor, OpenCode 30 5,339 tok