How real projects configure their agents

32,436 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
UI5/webcomponents-react ui5.github.io A wrapper implementation for React of the UI5 Web Components that are compliant with the S 542 Claude Code 1 3,445 tok
ioniks/MarkdownTaskManager Local-first Kanban task manager 540 Claude Code 1 —
bahayonghang/academic-writing-skills bahayonghang.github.io AI-powered post-writing toolkit for academic papers — format validation, grammar/style pol 540 Claude Code, Codex, GitHub Copilot, OpenCode 3 2,930 tok
mit-han-lab/KernelWiki 540 Claude Code 1 1,556 tok
kitlangton/stack 540 Claude Code, Codex, OpenCode 2 1,111 tok
Ramilito/kubectl.nvim ⎈ Streamline your Kubernetes management within Neovim—control and monitor your cluster sea 540 Claude Code, Codex, OpenCode 15 1,767 tok
truecourse-ai/truecourse truecourse.dev Turns the documentation you already write into tests that run. A failing test means your p 538 Claude Code, Codex, OpenCode 2 1,494 tok
heygen-com/skills developers.heygen.com HeyGen AI agent skills — avatar creation and video production via the v3 Video Agent pipel 538 Claude Code 1 2,095 tok
XPolicyLab/XPolicyLab xpolicylab.github.io [IROS 26 ScaleInfra Workshop Best Tool Paper] Involving over 50 Advanced Manipulation Poli 538 Claude Code, Codex, OpenCode 4 1,573 tok
lucasygu/redbook lucas.do Xiaohongshu CLI — search, analyze, and automate Xiaohongshu content. Built for AI agents. 537 Claude Code 1 584 tok
schlarpc/re-shell Nix-powered agentic reverse engineering environment 537 Claude Code 4 6,275 tok
anyproto/anytype-mcp npmjs.com An MCP server enabling AI assistants to interact with Anytype - your encrypted, local and 536 Claude Code 1 742 tok
Gennadiyev/STS2MCP Full agentic runs for Slay the Spire 2. A mod that exposes in-game state, and the MCP serv 536 Claude Code, Codex, OpenCode 2 820 tok
butterbase-ai/butterbase-skills Plugin for Butterbase.ai 535 Claude Code 1 4,125 tok
stormzhang/token-tracker Local token tracker for Claude Code & Codex — status line (industry-first Codex faux statu 535 Claude Code, Codex, OpenCode 2 338 tok
LLM-Coding/Semantic-Anchors llm-coding.github.io A curated catalog of 230+ semantic anchors: well-defined terms like arc42, TDD London Scho 535 Claude Code 1 9,817 tok
Dimillian/IcySky A BlueSky Client. TBD. 534 Claude Code 1 2,696 tok
allenhutchison/obsidian-gemini allenhutchison.github.io An obsidian plugin to interact with Google Gemini 534 Claude Code, Codex, Gemini CLI, OpenCode 11 9,622 tok
chorus-codes/chorus chorus.codes Multi-LLM peer review for code decisions. Bring your own CLI; Chorus convenes 2-4 other LL 533 Claude Code, Codex, OpenCode 2 79 tok
vincentkoc/tokenjuice 🧃 Token weight loss. Lean output compaction for terminal-heavy agent workflows. Works as 533 Claude Code, Codex, OpenCode 2 1,548 tok
bvisible/mcp-ssh-manager npmjs.com MCP server for SSH: let Claude Code, Codex and any MCP client run commands, transfer files 533 Claude Code 1 2,942 tok
chrisdoc/hevy-mcp hevy-mcp.dev Manage your Hevy workouts, routines, folders, and exercise templates. Create and update se 533 Claude Code, Codex, OpenCode 2 2,200 tok
AAAAAAAJ/slides slides generates prompts for various expression styles 532 Claude Code 1 782 tok
clawdotnet/openclaw.net agentqi.dev Self-hosted Enterprise and Personal AI + agent runtime in .NET (NativeAOT-friendly) 532 Claude Code, Codex, GitHub Copilot, OpenCode 3 920 tok
dxos/dxos dxos.org TypeScript implementation of the DXOS protocols, SDK, toolchain and Composer. 532 Claude Code, Codex, Gemini CLI, OpenCode 65 7,420 tok
runloom/pier pier.codes See at a glance which of your open AI terminals are waiting for you. Claude Code and Codex 531 Claude Code, Codex, OpenCode 2 17,261 tok
joelhooks/opencode-config Personal OpenCode configuration - commands, tools, agents, knowledge 530 Claude Code, Codex, OpenCode 2 1,137 tok
devcxl/mattpocock-skills-zh Chinese translation of Matt Pocock's skill collection — natural Chinese with original tech 530 Claude Code, Codex, OpenCode 2 1,333 tok
antvis/chart-visualization-skills ⛏️ Turning data into a visual language for better thinking with Skills. 529 Claude Code, Codex, OpenCode 2 693 tok
erikdarlingdata/PerformanceMonitor erikdarling.com Free, open-source SQL Server and Postgres performance monitoring. Collectors, real-time al 528 Claude Code 4 —
ansys/pymapdl mapdl.docs.pyansys.com A Python client library for Ansys MAPDL 527 Claude Code, Codex, GitHub Copilot, OpenCode 7 2,068 tok
juxt/allium allium-lang.org The specification language that talks back 526 Claude Code 5 —
proffesor-for-testing/agentic-qe agentic-qe.dev Agentic QE Fleet is an open-source AI-powered QA/QE platform designed for use with Coding 525 Claude Code 11 —
vanzan01/claude-code-sub-agent-collective 🧠 Context Engineering Research - Not just another agent collection, but using research 525 Claude Code 1 2,366 tok
solana-foundation/solana-com solana.com The solana.com website. 525 Claude Code, Codex, OpenCode 2 3,004 tok
trailofbits/skills-curated Curated, community-vetted Claude Code plugin marketplace 525 Claude Code 1 2,040 tok
wataru-maeda/react-native-boilerplate Production-ready React Native boilerplate for iOS, Android, and Web with Expo SDK 58, Reac 524 Claude Code, Codex, OpenCode 3 1,714 tok
gershwin-desktop/gershwin-desktop Desktop Environment based on GNUstep welcoming to switchers 523 Claude Code 1 —
AThevon/TokenEater tokeneater.athevon.dev Native macOS app to monitor AI usage limits and watch your coding sessions live 523 Claude Code, Codex, OpenCode 2 13,529 tok
badchars/darknet-mcp-server npmjs.com 66-tool MCP server for dark web intelligence — breach data, ransomware tracking, Tor .onio 523 Claude Code 1 336 tok
alex-ilgayev/MCPSpy MCP Monitoring with eBPF 522 Claude Code, Cursor 8 56 tok
Piebald-AI/claude-code-lsps reddit.com Claude Code Plugin Marketplace with LSP servers 522 Claude Code 1 837 tok
oisee/vibing-steampunk vs-punk: ADT to MCP bridge - Vibe code in ABAP / AMDP 522 Claude Code, GitHub Copilot 3 5,080 tok
sudoprivacy/sudocode Rust-native CLI coding agent for hackers — terminal-native, pipe-composable, scrollback-sa 522 Claude Code, Codex, OpenCode 3 524 tok
iusztinpaul/designing-real-world-ai-agents-workshop academy.towardsai.net Hands-on workshop: Build a multi-agent AI system from scratch — Deep Research Agent + Writ 521 Claude Code, Codex, OpenCode 24 843 tok
spencerc99/playhtml playhtml.fun interactive, collaborative html elements with a single data attribute 521 Claude Code, Codex, OpenCode 3 5,414 tok
meleantonio/ChernyCode 520 Claude Code, Codex, Cursor, OpenCode 10 1,022 tok
MHaggis/Security-Detections-MCP detect.michaelhaag.org MCP to help Defenders Detection Engineer Harder and Smarter 520 Claude Code, Cursor 29 —
nudgebee/nudgebee nudgebee.com Open-source agentic ops platform for cloud, SRE, DevOps, support and FinOps teams. AI agen 520 Claude Code, Codex, GitHub Copilot, Gemini CLI, OpenCode 30 5,694 tok
hanlulong/stata-mcp openecon.ai Stata MCP Extension for VS Code, Cursor, and Antigravity IDE 520 Claude Code 1 475 tok