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
id-andyyy/LabAI 🤖🧪 AI assistant LABAY for autonomously completing laboratory assignments 3 Claude Code 1 367 tok
ihabkhaled/AI-Psychiatry AI-Psychiatry is a Claude plugin that gives AI coding agents an executive-function layer t 3 Claude Code, Codex, GitHub Copilot, Cursor, Gemini CLI, OpenCode 5 390 tok
AnythingGraph/AnythingGraph anythinggraph.com Build AI-Ready Knowledge Capsule, Connect your existing systems, define governance once, r 3 Codex, OpenCode 1 1,452 tok
ryan-scheinberg/remote-workstreams Voice driven secure workstream management for Claude Code and Codex 3 Codex, OpenCode 1 7,536 tok
rlx/uplevel A Claude Code skill that finds the engineering controls your repository does not have — CI 3 Claude Code 1 1,213 tok
dizhouid-lgtm/liepin-ai-loop-recruiting A LOOP skill for automated resume screening, based on the Liepin CLI. AI helps you find th 3 Claude Code, Codex, OpenCode 2 2,061 tok
TheSethRose/Copilot-Skills x.com Copilot Skills is a system for organizing domain knowledge into reusable, discoverable ski 3 GitHub Copilot 54 60,469 tok
skyf0xx/better-thinking zenbin.org Move beyond 'think hard' - to Better Thinking for Claude 3 Claude Code 1 978 tok
rob-9/edstem-mcp fetch hw specs 3 Claude Code 1 562 tok
skycitywu/agent-baton Lightweight multi-agent relay coding skill for Claude Code (a lightweight multi-agent rela 3 Claude Code 1 1,259 tok
patrickserrano/lacquer patrickserrano.github.io Go CLI + profile templates that standardize how Claude Code works across every project 3 Claude Code 2 1,472 tok
alexander-posztos/sketchloop Sketchloop lets your coding agent create beautiful hand-drawn-looking diagrams: authored a 3 Claude Code 1 2,059 tok
u9401066/template-is-all-you-need AI-assisted development project template with Claude Skills, Memory Bank, and Constitution 3 GitHub Copilot 1 3,378 tok
yongjip/mergetrain yongjip.github.io Queue committed branches from parallel coding-agent worktrees, test them together in order 3 Claude Code, Codex, OpenCode 3 2,264 tok
tasktimepro/tasktime tasktime.pro Agent-ready local-first tasks, time tracking, expenses, and invoicing for freelancers. 3 Claude Code, Codex, GitHub Copilot, OpenCode 16 4,770 tok
willbytee-sudo/android-qa-kit Make your coding agent test the Android app you just compiled: installs the APK on a real 3 Claude Code, Codex, OpenCode 2 2,867 tok
Kin9Zeus/senior-engineer-skills Turn Claude Code into a senior engineering organization — 15 skills for full-spectrum audi 3 Claude Code, Codex, Gemini CLI, OpenCode 3 1,116 tok
yahor-punko/mavericks-os Orchestrate Claude Code sub-agents across long-running, single- or multi-repo projects. Ar 3 Claude Code, Codex 16 14,897 tok
Spe1977/cli-collaboration Handoff-first protocol for coordinating Codex, Claude Code, Gemini/Antigravity CLI & Grok 3 Claude Code, Gemini CLI 2 1,550 tok
webbertakken/agent-skills Reusable skills for for Claude Code and OpenCode 3 Claude Code, Codex, OpenCode 2 141 tok
efoltyn/market-search eliterminal.com Market Search Tools for AI Agents 3 Claude Code 1 3,220 tok
Starting-over92/buddy The open-source memory for AI agents — it gets smarter the more it remembers, not slower o 3 Claude Code 1 1,443 tok
emaballarin/ccplugins ✨ Personal plugins for Claude Code (& friends)... maybe worth sharing! 3 Claude Code, Codex, OpenCode 2 141 tok
JSchOBL/agentic-ai-learning-journey A hands-on lab for learning to write CLAUDE.md files and Claude Code setups — you write th 3 Claude Code 1 910 tok
KAppMaker/KAppMaker-CLI cli.kappmaker.com CLI that automates mobile app setup: Firebase, App Store Connect, signing, publishing and 3 Claude Code 1 20,002 tok
marsmike/feinschmiede marsmike.github.io A family of branded-media plugins for Claude Code — decks, images & 2D, video, and audio, 3 Claude Code 1 1,752 tok
SunnyKTuladhar/lateralus 🌀The Lateral Thinking skill, for when you need to turn you coding agent to brainstorm, s 3 Claude Code, Codex, Gemini CLI, OpenCode 3 1,823 tok
OmarSaleh506/skills skills.sh Portable, install-once agent skills for Claude Code, Cursor, Codex & more — a price-compar 3 Claude Code 1 843 tok
bethanychamberlain/claude-skills-librechat Claude Code skills for LibreChat administration and configuration 3 Claude Code 1 1,090 tok
stealth-factory/skills Agent skills we use daily in the studio — reusable, on-demand context for Claude Code, Cur 3 Claude Code, Codex, OpenCode 2 3,028 tok
jazz1x/honne skills.sh Extract your honne — the real working self underneath tatemae — from your Claude transcrip 3 Claude Code 1
dasein108/slope-studio youtube.com "Automated AI short-video studio: idea → published YouTube Short, $0.06/video" 3 Claude Code, Codex, OpenCode 2 304 tok
IvMisticos/misticos.Claude 3 Claude Code 1 3,061 tok
soden46/engineer-flow Framework-agnostic AI engineering control plane with project-aware routing, 0–2 specialist 3 Codex, OpenCode 1 587 tok
zeikar/hyperclaude zeikar.dev Claude Code plugin: Claude builds, Codex critiques — a gated research → plan → review → sh 3 Claude Code 1 4,823 tok
dbhq-uk/legwork-skill skills.dbhq.uk Decision-research skill for Claude Code and Codex - every claim states how well it is supp 3 Claude Code, Codex, OpenCode 1 1,902 tok
clownware/product-dev clownware.org AI-assisted product development, from fuzzy idea to technical spec — a Claude Code plugin 3 Claude Code 4 3,942 tok
unvulcanised-watercress762/mem9 Enable AI agents to retain memory across sessions using persistent storage designed for co 3 Claude Code, Codex, OpenCode 2 1,832 tok
chrislacey89/skills chrislacey89.github.io Pipeline-first Claude Code skills pack — 30 composable skills for structured feature deliv 3 Claude Code 1 7,496 tok
openEHR/ai-plugins AI plugins for openEHR - specification authoring, review and governance skills. Claude Cod 3 Claude Code, Codex, OpenCode 2 1,364 tok
JZKK720/cubecloud-skills-bundle-kit One-command setup for a full VS Code Copilot Chat agent-skills stack on Windows - 144 skil 3 Codex, GitHub Copilot, OpenCode 2 938 tok
jamestkelly/search-mesh SIMD-accelerated, single-pass codebase intelligence fabric for AI agents. Offload multi-ke 3 Claude Code, Codex, OpenCode 2 662 tok
madeinoz67/madeinoz-knowledge-system madeinoz67.github.io Knowledge pack for PAI 3 Claude Code 2 1,494 tok
yegor256/courier A skill for an AI agent to help it create well documented and clean pull requests 3 Claude Code 1 101 tok
Doris-Labs/sales-skills dorislabs.com 3 Claude Code, Codex, OpenCode 2 697 tok
dxkjuanjuan/ui-forge dxkjuanjuan.github.io 🔨 5-Stage UI Design Forge — Discover → Tokenize → Compose → Animate → Polish. 11 themes, 3 Codex, OpenCode 1 871 tok
cyber-sorted/skills-pro Professional security and enterprise architecture advisory skills for Claude Code 3 Claude Code 1 568 tok
LoserLab/hexed x.com Hexed is a Claude skill that extracts structured color systems from images and builds a co 3 Codex, OpenCode 1 275 tok
AlexShchuka/neuro-matrix Claude Code plugin: runtime invariants + hooks (cycle-detector, approval gate, verificatio 3 Claude Code 1 2,573 tok
hobart9527/andrej-karpathy-guideline-for-ai-coding Andrej Karpathy-inspired guidelines for Codex and Claude Code that reduce common LLM codin 3 Claude Code, Codex, OpenCode 2 1,999 tok