How real projects configure their agents

24,692 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
qiannianhuanxiang/DSHA Run DeepSeek Harness on your phone without ROOT or Termux. Full Ubuntu environment + proot 392 Codex, OpenCode 1 1,576 tok
danjdewhurst/story-skills npmjs.com Agent Skills for end-to-end story writing in markdown, packaged as Codex and Claude Code p 392 Claude Code, Codex, OpenCode 2 3,824 tok
oculus-samples/Unity-Movement Body, Eye and Face Tracking code sample. 391 Codex, GitHub Copilot, Gemini CLI, OpenCode, Windsurf 7 1,072 tok
yan5xu/codexloom Turn Codex threads into an organization of long-lived domain agents. 391 Codex, OpenCode 1 934 tok
SII-Holos/synergy synergy.holosai.io A next-generation general-purpose agent for the Open Agentic Web. 390 Codex, OpenCode 1 2,912 tok
labsai/EDDI eddi.technology Config-driven engine that turns JSON into production-grade AI agents. Multi-agent orchestr 390 Claude Code, Codex, OpenCode 3 14,788 tok
BlockRunAI/blockrun-mcp npmjs.com Live data for AI agents — search, research, markets, crypto, X/Twitter. Pay-per-call via x 389 Claude Code, Codex, OpenCode 2 564 tok
paralleldrive/aidd The standard framework for AI Driven Development 389 Codex, OpenCode 1 464 tok
abap2UI5/abap2UI5 abap2ui5.org Build UI5 Apps Purely in ABAP 389 Claude Code, Codex, OpenCode 7 8,134 tok
leeguooooo/claude-code-usage-bar pypi.org Lightweight Claude Code statusLine: 5h/7d rate-limit usage, reset countdowns, model + cont 389 Codex, OpenCode 1 961 tok
icysaintdx/OpenCode-Config-Manager OpenCode Config Manager (OCCM) is a visual configuration management tool specifically desi 388 Codex, OpenCode 1 1,325 tok
sudoskys/telegramify-markdown 🪄 Markdown To Telegram MarkdownV2 Converter Python| No more worrying about formatting. 388 Codex, OpenCode 1 775 tok
mvilanova/intervals-mcp-server Model Context Protocol (MCP) server for connecting Claude and ChatGPT with the Intervals.i 388 Codex, OpenCode 1 292 tok
CodSpeedHQ/codspeed codspeed.io CodSpeed is the all-in-one performance testing toolkit. Optimize code performance and catc 387 Claude Code, Codex, OpenCode 2 700 tok
design-sparx/mantine-analytics-dashboard mantine-analytics-dashboard.netlify.app A free, open source, Next 16, React 18 admin dashboard template created using Mantine 8 387 Claude Code, Codex, OpenCode 2 2,085 tok
PowerBeef/Vocello vocello.vercel.app Vocello: a private voice studio for Apple Silicon. Write a script, pick or describe a voic 387 Claude Code, Codex 17 4,192 tok
leiting-eric/DailyBrief leiting-eric.github.io Daily AI news briefings · GitHub trending + X trending articles + market technical analysi 387 Claude Code, Codex, OpenCode 2 1,642 tok
NanmiCoder/open-image-prompts Open, local-first visual prompt archive with traceable prompt-image references and install 387 Codex, OpenCode 1 1,585 tok
Weaverse/pilot pilot.weaverse.dev A fully-featured Shopify Hydrogen theme crafted to help you launch modern, high-performing 387 Claude Code, Codex, OpenCode 2 4,849 tok
XMihura/Kanvas Manage projects visually with humans and AI agents 387 Claude Code, Codex, OpenCode 2 1,354 tok
veyliss/ai-localbase A local-first AI knowledge base system (RAG) for integrating local documents into assisted 386 Codex, OpenCode 1 109 tok
timwuhaotian/the-pair apps.timwuhaotian.dev Open-source AI pair programming for desktop: a Mentor + Executor agent cross-check each ot 386 Claude Code, Codex, OpenCode 3 7,549 tok
facebook/meta-wearables-dat-android Meta Wearables Device Access Toolkit for Android 386 Codex, GitHub Copilot, OpenCode 2 19,294 tok
AnnenkovLabs/girl-agent oss.girl-agent.com An AI girl with human-like behavior: sleep, mood, schedule, memory, relationship stages, a 386 Claude Code, Codex, OpenCode 2 1,375 tok
delexw/claude-code-trace Claude Code session log viewer for JSONL files in ~/.claude/projects. Browse conversations 385 Claude Code, Codex, OpenCode 5 319 tok
onvoyage-ai/voyage-geo-agent Agentic Generative Engine Optimizaiton 385 Claude Code, Codex, OpenCode 4 3,077 tok
aerovato/container container.aerovato.com Persistent Linux workspaces for agentic development. 385 Claude Code, Codex, OpenCode 2 173 tok
almeidazs/better-drizzle better-drizzle.com ORM, but better 385 Codex, OpenCode 1 611 tok
shift-editor/shift shift.graphics A cross-platform font editor built in Rust and TypeScript 385 Claude Code, Codex, OpenCode 23 4,487 tok
VasiHemanth/tokentelemetry tokentelemetry.com Token telemetry dashboard for AI autonomous and coding agents — tracks tokens, sessions, t 384 Claude Code, Codex, OpenCode 9 91 tok
jaechang-hits/SciAgent-Skills omicshorizon.ai 197 bioinformatics & life science skills for Claude Code and AI agents — BixBench 92.0% ac 384 Claude Code, Codex, OpenCode 2 7,521 tok
ReflexioAI/reflexio reflexio.ai Make your agents improve themselves. Reflexio is an AI agent self-improvement harness that 384 Claude Code, Codex, OpenCode 3 170 tok
devswha/patina patina.vibetip.help AI-writing humanizer for KO/EN/ZH/JA 384 Codex, OpenCode 1 204 tok
databricks/databricks-agent-skills Databricks AI Tools: skills and plugins for building on Databricks with Claude Code, Curso 384 Claude Code, Codex, OpenCode 2 2,301 tok
ArtisanCloud/PowerX powerx.artisan-cloud.com PowerX is an open platform for private-domain WeChat operations based on WeCom, helping bu 384 Claude Code, Codex, OpenCode 37 3,825 tok
arnica/depsguard depsguard.com Harden your package manager configs against supply chain attacks. 382 Codex, OpenCode 1 2,669 tok
kaandedeoglu/Shark Swift CLI for strong-typing images, colors, storyboards, fonts and localizations 382 Claude Code, Codex, OpenCode 2 5,122 tok
spencermarx/open-code-review AI-powered multi-agent code review. Simulates a customizable team of Engineers performing 382 Claude Code, Codex, OpenCode, Windsurf 12 2,402 tok
OhMyMeme/OhMyMeme Lightweight cross-platform meme management system for desktop 382 Codex, OpenCode 1 45,576 tok
mistydew/tokenicode-deepseek-alpha TOKENICODE DeepSeek Alpha: a DeepSeek/CC Switch focused TOKENICODE fork 381 Claude Code, Codex, OpenCode 27 4,219 tok
DougTrajano/pydantic-ai-skills dougtrajano.github.io This package implements Agent Skills (https://agentskills.io) support with progressive dis 381 Claude Code, Codex, OpenCode 2 2,042 tok
MartinStyk/apk-analyzer The most downloaded APK analysis app on Google Play. Detailed reports of every app on your 381 Claude Code, Codex, GitHub Copilot, OpenCode 28 4,309 tok
wassermanproductions/motion-previs-studio wassermanproductions.com Open-source desktop app for AI-film motion, depth, pose, and camera-move previsualization. 381 Codex, OpenCode 1 1,568 tok
jiaran-king/Re-Zero---Starting-LLM- 381 Codex, OpenCode 1 1,467 tok
awslabs/run-model-context-protocol-servers-with-aws-lambda Run existing Model Context Protocol (MCP) stdio-based servers in AWS Lambda functions 381 Codex, OpenCode 1 12 tok
kasonye/ui-aesthetics-skill A skill that improves AI aesthetic judgment for web UI generation, review, and refinement. 380 Claude Code, Codex 2 —
brianlovin/agent-config brianlovin.com My coding agent config 380 Claude Code, Codex, OpenCode 2 344 tok
xiaojilele-glitch/WhyBuddy miantuan.ai A Simple and Universal Product Rehearsal Engine, Speccing Anything. 380 Claude Code, Codex, Kiro, OpenCode 38 124,933 tok
monarchjuno/tradingcodex discord.gg Turn Codex into your investment workflow team 380 Codex, OpenCode 1 2,165 tok
ZhuLinsen/alphasift AI-native stock screening engine with full-market discovery, LLM ranking, risk-aware scori 380 Codex 1 —