How real projects configure their agents

43,652 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 agents7,588Claude Code6,636Data and AI3,676Backend and APIs3,496Languages3,402Planning3,219Git and workflow3,187Code review2,745Testing2,374Memory and context2,364DevOps and cloud2,310Writing and docs2,309Research2,295Frontend2,261Security2,021Productivity1,715

All Claude Code31,998 Codex23,222 OpenCode22,170 GitHub Copilot3,550 Gemini CLI1,918 Cursor1,738 Windsurf137 Kiro80

Project Stars Configures Files Always loaded
tokligence/redmem redact + memory — industrial-grade Claude Code infrastructure. Secret protection + persist 4 Claude Code 1 4,890 tok
mahuttha/offensive-recon Claude Code plugin — 8 skills + 2 agents for multi-phase offensive reconnaissance (nmap, n 4 Claude Code 1 768 tok
OpenAnalystInc/10x-analyst 10x.in Multi-agent Claude Code plugin for end-to-end data analysis automation — agentic swarm wit 4 Claude Code 1 1,364 tok
Emasoft/ghe-marketplace GHE (GitHub-Elements) - Persistent memory plugin for Claude Code using GitHub Issues (Warn 4 Claude Code 1 1,868 tok
equity-rigor/us-equity-research Institutional-grade equity research plugins for Claude Code: deep-dive workflow + IC-grade 4 Claude Code 1
cluesmith/ci-channel Claude Code channel plugin for real-time CI/CD notifications (GitHub Actions, GitLab CI, G 4 Claude Code, Codex, OpenCode 2 3,406 tok
karlorz/llm-wiki Multi-skill Claude Code plugin for Karpathy-style interlinked markdown knowledge bases. He 4 Claude Code, Codex, OpenCode 2 1,162 tok
cdeistopened/ask-huberman Ask Huberman — Claude Code plugin for Huberman Lab podcast. 12 interactive skills, 56 fram 4 Claude Code 1 1,016 tok
ekroon/opencode-copilot-instructions OpenCode plugin that loads GitHub Copilot custom instruction files 4 Codex, GitHub Copilot, OpenCode 4 1,315 tok
PEZ/awesome-copilot-index pez.github.io Awesome Copilot Instructions Index 4 GitHub Copilot 1 2,119 tok
ntsd/dotfiles Cross-platform dotfiles: Make + Stow, Homebrew/asdf, Copilot instruction & chat mode manag 4 GitHub Copilot 4 1,192 tok
pplancq/copilot-instructions A comprehensive guide of best practices, coding rules, and workflow automation for AI-assi 4 Claude Code, Codex, GitHub Copilot 13 29,023 tok
ivegamsft/basecoat ivegamsft.github.io Enterprise shared library of GitHub Copilot customization assets — agents, skills, instruc 4 GitHub Copilot 1 990 tok
mrieck/garrys-count Garry's Count is a Claude Code hook and skill that tracks how many lines of "hand-written 4 Claude Code 1 458 tok
nishanil/copilot-guide A simple guide to every GitHub Copilot customization and agentic feature — instructions, a 4 GitHub Copilot 1 679 tok
CTOUT/vscode-copilot-sync PowerShell toolkit to sync, install, and manage GitHub Copilot agents, instructions, hooks 4 GitHub Copilot 1 1,008 tok
micaelmalta/mcp-server-datadog 4 Claude Code 1 2,573 tok
Ayont/ayontclaudian ayontclaudian — Obsidian plugin embedding Claude Code, Codex, Antigravity & Kimi coding-ag 4 Claude Code, Codex, OpenCode 2 2,926 tok
good-boy4069/Deepseek-omnimodal Open-source multimodal MCP plugin for text-only AI agents: recognize and generate images, 4 Claude Code 1 495 tok
0xra0/bethesda-strings-editor PySide6 translation editor for Bethesda Starfield — edits .strings/.dlstrings/.ilstrings, 4 Claude Code 1 21,896 tok
krzemienski/proofpunk krzemienski.github.io Proofpunk — execution-first delivery plugin for Claude Code, oh-my-pi (OMP), and OpenCode. 4 Claude Code, Codex, OpenCode 2 1,572 tok
Sleepywalker69/OSRS-MCP-Companion A RuneLite plugin that exposes live game data via a local HTTP API, paired with an MCP ser 4 Claude Code 1 521 tok
flanliulf/SpecLite Enterprise-grade workflow plugin for coding agents, with a complete and actionable AI deve 4 Claude Code, Codex, OpenCode 5 81 tok
4d-depot/Copilot-Instructions-for-4D Copilot Instructions and Prompts for 4D language 4 GitHub Copilot 1 860 tok
ABilenduke/copilot-developer A curated list of developer friendly, production ready instructions, chatmodes, prompts an 4 Claude Code, GitHub Copilot 3 1,009 tok
wkusnierczyk/aigent A library, CLI, and Claude plugin for managing agent skill definitions 4 Claude Code 1 557 tok
cameronsjo/workbench Marketplace registry for Cameron's Claude Code plugins — the cadence ecosystem and its sat 4 Claude Code 1 819 tok
jpantsjoha/googlecloud-plugin A full Google Cloud delivery team for your coding agent — vendor-objective solution design 4 Codex, Gemini CLI, OpenCode 2 985 tok
reganomalley/claudia getclaudia.dev Proactive technology mentor plugin for Claude Code. 10 knowledge domains, 7 automated hook 4 Claude Code 1 1,050 tok
diepquynh/ultracode A plugin for Claude Code/Codex/Grok Build/Antigravity, not for classic vibe coders 4 Claude Code 1 1,317 tok
swmcc/agentic.nvim Dual-agent agentic workflow plugin for Neovim with Claude Code and Gemini CLI support 4 Claude Code 2 458 tok
konstantindenerz/cc-notifynub Claude Code plugin — tmux popup notifications with a pixel-art mascot 4 Claude Code 1 67 tok
tatat/zunda-presenter Zundamon × Shikoku Metan narrate your coding-agent plans as auto-playing presentations (Cl 4 Claude Code 1 2,045 tok
cimomo/intrinsic From ticker to thesis. A Claude Code plugin for equity research and DCF valuation. 4 Claude Code 1 1,125 tok
packtman/AI-Tools-Secure-Configs 4 Codex, OpenCode 1 460 tok
madebywild/agent-rules wild.as Convert one set of agent rules into many providers' compliant versions 4 Claude Code, Codex, GitHub Copilot, OpenCode 3 3,060 tok
HaoweiChan/tinboker tinboker.com Taiwanese stock & podcast intelligence — TW/US stock dashboard, relationship graph explore 4 Claude Code, Codex, OpenCode 18 2,292 tok
kyler-ross/metis 4 Claude Code, Cursor 44 6 tok
synthet1cc/unloop-mcp MCP server that detects AI fix loops and forces course correction. Error fingerprinting + 4 Claude Code 1
FortAwesome/fontawesome-agent-tools fontawesome.com The internet's favorite icon library and toolkit in an Agent-friendly package. 4 Claude Code 1 526 tok
prathamdby/skills 📚 A collection of my day-to-day skills. 4 Codex, OpenCode 1 1,443 tok
jedmamosto/open-agent-engine The open-source compiler & multi-agent runtime for coding agents 4 Claude Code, Codex, OpenCode 2 586 tok
ibrahimylcn/universal-rules 4 GitHub Copilot 1 2,696 tok
tungpsit/haki-skills AI workflow system — project initialization, task planning, and execution with TDD-first a 4 Claude Code, Codex 25
Desquared/agents-rules-skills 4 Codex, OpenCode 1 1,445 tok
DevOtts/all-skills-you-will-ever-need My best practices and guidelines to improve the quality of AI-generated code in tools like 4 Claude Code 15
Garyzhu-hub/software-controlled-skills 4 Claude Code, Codex, OpenCode 4 292 tok
Haroon966/pinky-cursor 4 Claude Code, Codex, OpenCode 2 1,860 tok
koldovsky/project-factory Self-improving, spec-driven multi-agent SDLC delivery framework — agent-agnostic plugin fo 4 Claude Code, Codex, GitHub Copilot, OpenCode 3 795 tok
maccman/ai-expo-starter-template An AI ready starter template for building react-native apps 4 Codex, OpenCode 1 2,116 tok