How real projects configure their agents

44,817 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
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
alexarthurs/herdr-sidebar VS Code-style sidebar for the herdr: file explorer + git source control in one pane — synt 538 Codex, OpenCode 1 27,324 tok
agentregistry-dev/agentregistry aregistry.ai Fast-track AI innovation with a centralized, trusted, curated registry 537 Codex, GitHub Copilot, OpenCode 2 3,912 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
processing/processing4 processing.org Source code for Processing, the software sketchbook and Java-based programming language fo 535 Codex, OpenCode 1 1,689 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
gemini-cli-extensions/code-review Google's Code Review extension for the Gemini CLI that reviews your code changes 534 Gemini CLI 1 95 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
krrishnarraj/clpeak krrishnarraj.github.io Peak compute, memory bandwidth and latency of CPUs, GPUs and NPUs: the same tests through 533 Codex, OpenCode 1 3,134 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
lambda-symbolics/autolith lambda-symbolics.com Autolith is a self-modifiable general purpose Lisp AI agent 533 Codex, OpenCode 1 4,920 tok
AAAAAAAJ/slides slides generates prompts for various expression styles 532 Claude Code 1 782 tok
Lynavo/lynavo-drive drive.lynavo.io LynavoDrive (Lynavo Drive) by Lynavo - an open-source alternative to iCloud and Google Pho 532 Codex, OpenCode 1 2,750 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
nossa-y/activity-frames Turn your workday into structured workflows agents can execute. 100% local, served over MC 530 Codex, OpenCode 1 861 tok
sc932/resume My CV/resume in LaTeX. 530 Codex, OpenCode 1 1,794 tok
joelhooks/opencode-config Personal OpenCode configuration - commands, tools, agents, knowledge 530 Claude Code, Codex, OpenCode 2 1,137 tok
Yousuf-developer/Viscose-carousel viscose-carousel.vercel.app A wheel of work that never quite sets. Cards fuse as they meet, and draw into threads as t 530 Codex, OpenCode 1 8,764 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
FutureExcited/vibe-rules Save, load, distribute your AI rules 528 GitHub Copilot 1 47 tok
1mcp-app/agent docs.1mcp.app A unified Model Context Protocol server implementation that aggregates multiple MCP server 528 Codex, OpenCode 1 1,177 tok
erikdarlingdata/PerformanceMonitor erikdarling.com Free, open-source SQL Server and Postgres performance monitoring. Collectors, real-time al 528 Claude Code 4 —
comol/ai_rules_1c Rules\skills\subagens for vibecoding in 1C(bsl) 528 Codex, OpenCode 1 2,453 tok
ansys/pymapdl mapdl.docs.pyansys.com A Python client library for Ansys MAPDL 527 Claude Code, Codex, GitHub Copilot, OpenCode 7 2,068 tok
Obiente/nc-native nc-native.obiente.dev Adaptive native Nextcloud client for mobile and desktop, with dynamic support for the wide 527 Codex, GitHub Copilot, OpenCode 2 8,419 tok
vibe-motion/auto-motion Automated SRT-to-motion workflow with Codex cli + Claude Code with any LLM 527 Codex, OpenCode 1 62 tok
juxt/allium allium-lang.org The specification language that talks back 526 Claude Code 5 —
adshao/flounder flounders.xyz Autonomous white-hat security auditor for AI-driven code review, bug bounty research, expl 526 Codex, OpenCode 1 6,332 tok
guokaigdg/react-seed guokaigdg.github.io 🌱 React Seed: A seed, infinite possibilities. React Seed seed project, one seed with infi 525 Codex, OpenCode 1 5,241 tok
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
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 524 Claude Code 11 —
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
VelornLabs/velorn velorn.ai AI-native video editing built around real creative timelines, generative workflows, and lo 524 Codex, OpenCode 1 269 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