How real projects configure their agents

32,107 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 agents7,510Claude Code6,601Data and AI3,691Backend and APIs3,489Languages3,402Planning3,208Git and workflow3,142Code review2,734Memory and context2,361Testing2,349DevOps and cloud2,296Research2,292Writing and docs2,291Frontend2,248Security2,004Productivity1,708

All Claude Code32,107 Codex23,261 OpenCode22,036 GitHub Copilot3,542 Gemini CLI1,912 Cursor1,737 Windsurf119 Kiro77

Project Stars Configures Files Always loaded
CryptoDmitry/Ghost-Agent I am the Ghost-Agent. I was called forth from the void by a single string of natural langu 747 Claude Code 1 6,216 tok
ZhangHanDong/makepad-skills Build App with Makepad and AI skills 747 Claude Code 1 1,424 tok
KiWi233333/JiwuChat blog.jiwuchat.top JiwuChat 🍂 - A lightweight cross-platform instant messaging app with integrated AI assist 746 Claude Code, Codex, Cursor, Gemini CLI, OpenCode 6 9,227 tok
alchaincyf/huasheng_editor editor.huasheng.ai Peanut WeChat Official Account formatter 745 Claude Code, Codex, Gemini CLI, OpenCode 3 13,992 tok
gotempsh/temps temps.sh AI-native open-source alternative to Vercel + Sentry + PostHog + Pingdom + Resend + E2B. 4 745 Claude Code, Codex, OpenCode 2 15,681 tok
jwangkun/claude-for-financial-services-cn 63 Claude Skills created for A-share financial professionals. Deeply adapted for the domes 744 Claude Code 1 1,140 tok
dark-hxx/CLI-Manager cli-manager.github.io A multi-project AI CLI workspace for local terminals, SSH hosts, and mobile-assisted workf 743 Claude Code, Codex, OpenCode 2 6,103 tok
kitfunso/hippo-memory hippo-memory.com Biologically-inspired memory for AI agents. Decay, retrieval strengthening, consolidation. 742 Claude Code, Codex, OpenCode 2 417 tok
stevemolitor/claude-code.el Claude Code Emacs integration 742 Claude Code 1 377 tok
cardmagic/classifier A general classifier module to allow Bayesian and LSI classifications. 741 Claude Code, Codex, OpenCode 3 1,005 tok
dragon1086/prism-insight prism-insight-landing.vercel.app AI-based stock analysis and trading system 741 Claude Code, Codex, OpenCode 2 5,617 tok
Marve10s/Better-Fullstack better-fullstack.dev Scaffold production-ready full-stack apps in TypeScript, Rust, Python, Go, and Java with a 741 Claude Code, Codex, OpenCode 2 3,140 tok
ethanplusai/jarvis JARVIS — a voice assistant for Claude Code. Talk to your Mac and he brainstorms a project 741 Claude Code 1 3,216 tok
borghei/Claude-Skills borghei.github.io 368 AI skills, 76 expert agents, and 859 stdlib Python tools for every team: engineering, 741 Claude Code, Codex, GitHub Copilot, Cursor, Gemini CLI, OpenCode 8 9,493 tok
modiqo/skillspec skillspec.sh SkillSpec makes agent skills followable, testable, and provable with Doctor risk reports, 740 Claude Code 6
vuetifyjs/0 0.vuetifyjs.com 0️⃣ Composable UI engine for Vue. Build complex interfaces with reusable state, logic, and 740 Claude Code, Codex, GitHub Copilot, OpenCode 4 3,144 tok
3b1b/3Blue1Brown.com 3blue1brown.com 739 Claude Code, Codex, OpenCode 4 1,250 tok
homeassistant-ai/skills Home Assistant skills for agents 739 Claude Code, Codex, OpenCode 3 1,948 tok
duriantaco/skylos skylos.dev Open source local-first PR scanner that finds dead code, security bugs, secrets, quality r 739 Claude Code, Codex, OpenCode 4 1,138 tok
disler/just-prompt just-prompt is an MCP server that provides a unified interface to top LLM providers (OpenA 738 Claude Code 7
chenran818/CFP-Study 738 Claude Code 1 3,196 tok
symgraph/GhidrAssistMCP An native MCP server extension for Ghidra 738 Claude Code 1 1,019 tok
awdr74100/figwright Free, two-way Figma MCP server. Turn designs into framework-aware code, and push code back 736 Claude Code, Codex, OpenCode 6 5,934 tok
FalconChristmas/fpp falconchristmas.com Falcon Player 736 Claude Code, GitHub Copilot 3 3,000 tok
joelhooks/swarm-tools swarmtools.ai 🐝 Multi-agent swarm coordination for OpenCode with learning capabilities, agent issue tra 735 Claude Code, Codex, OpenCode 7 11,102 tok
yunus-0x/meridian 735 Claude Code 13 10,498 tok
onllm-dev/onWatch onwatch.onllm.dev Track AI API quotas across Synthetic, Z.ai, Anthropic (Claude Code), Codex, GitHub Copilot 734 Claude Code, Codex, OpenCode 2 1,291 tok
chujianyun/skills WuMing's Claude Skills 733 Claude Code, Codex, OpenCode 2 1,222 tok
video-production-buddy/video-production-buddy video-production-buddy.github.io Video Production Buddy - AI Video Production Studio 733 Claude Code, Codex, GitHub Copilot, OpenCode, Windsurf 70 1,155 tok
Chen-zexi/open-ptc-agent An open source implementation of code execution with MCP (Programatic Tool Calling) 731 Claude Code 1
tech-systems/panes panejs.com 🎉📱 Create dynamic modals, cards, panes for your applications in few steps. Any framework 731 Claude Code 1 707 tok
citypaul/.dotfiles My dotfiles 730 Claude Code 1
DenisSergeevitch/repo-task-proof-loop Spec driven skill with subagents spawning 730 Claude Code, Codex, OpenCode 2 846 tok
bruin-data/dac getbruin.com DaC is a dashboard-as-code tool. Build interactive dashboards using YAML and JSX. Built-in 729 Claude Code, Codex, OpenCode 4 939 tok
memex-lab/memex memexlab.ai Open-source, local-first AI journal app for iOS and Android. Capture text, photos, and voi 728 Claude Code, Codex, GitHub Copilot, Gemini CLI, OpenCode 4 4,568 tok
OtterMind/youclaw youclaw.dev 🦞 Your AI Personal Assistant. An intelligent assistant with memory, skills, and schedule 724 Claude Code, Codex, OpenCode 3 2,410 tok
agno-agi/scout agno.com Open Source Company Brain 724 Claude Code, Codex, OpenCode 2 3,935 tok
HazelChat/hazel hazel.sh 723 Claude Code, Codex, OpenCode 2 4,885 tok
aeonfun/aeon aeon.fun The most autonomous AI agent framework: runs unattended on GitHub Actions, self-healing sk 723 Claude Code, Codex, OpenCode 3 7,960 tok
devnullvoid/pvetui pvetui.org Terminal UI for Proxmox VE 722 Claude Code, Codex, OpenCode 2 6,126 tok
neo4j-labs/create-context-graph create-context-graph.dev AI agents with graph based reasoning memory, scaffolded in seconds 722 Claude Code 1 12,544 tok
rshankras/claude-code-apple-skills Claude Code skills for Apple platform development (iOS, macOS, iPadOS) — product validatio 722 Claude Code 1 859 tok
agentic-box/memora Give your AI agents persistent, collective memory — with deduplicating absorb, supersessio 721 Claude Code 1 63 tok
LC044/TrailSnap trailsnap.cn TrailSnap (行影集) | AI-powered open-source photo album for travel and life memories. 721 Claude Code, Codex, OpenCode 2 8,520 tok
Snowflake-Labs/cocoplus cocoplus.dev CocoPlus is an Agentic Operating System for Snowflake Coco. It brings structured, multi-ag 720 Claude Code, Codex, OpenCode 1 2,470 tok
neonwatty/meme-search neonwatty.github.io The open source Meme Search Engine and Finder. Free and built to self-host locally with P 719 Claude Code 1 2,697 tok
ltjed/freephdlabor freephdlabor.github.io freephdlabor: customizing personalized multiagent systems that researchs 24/7 on your own 719 Claude Code 2
plasma-ai/fractal Hierarchical agent loops with recursive self-organization. 717 Claude Code, Codex, OpenCode 2 6,282 tok
moinulmoin/voicetypr voicetypr.com Voicetypr - AI powered offline voice to text dictation tool for busy founders, vibe coders 717 Claude Code, Codex, OpenCode 2 2,262 tok
Tencent/YOLO-Master tencent.github.io [CVPR2026]🚀🚀🚀Official code for the paper "YOLO-Master: MOE-Accelerated with Specializ 716 Claude Code, Codex, OpenCode 2 2,818 tok