How real projects configure their agents

31,984 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 agents7,571Claude Code6,627Data and AI3,684Backend and APIs3,492Languages3,401Planning3,221Git and workflow3,179Code review2,740Testing2,368Memory and context2,365Writing and docs2,309DevOps and cloud2,308Research2,298Frontend2,256Security2,015Productivity1,715

All Claude Code31,984 Codex23,196 OpenCode22,145 GitHub Copilot3,551 Gemini CLI1,917 Cursor1,736 Windsurf133 Kiro79

Project Stars Configures Files Always loaded
jojoprison/mnemo Persistent memory layer for Claude Code and Codex — your Obsidian vault on autopilot. Seve 6 Claude Code, Codex, OpenCode 2 1,018 tok
Hafeok/product-cli A CLI for managing a products features, test cases and ADRs - and a bit more. 6 Claude Code, GitHub Copilot 9 9,778 tok
DYAI2025/Plumbline dyai2025.github.io Plumbline — a self-learning, customer-value-governed agile AI agent team for Claude Code. 6 Claude Code 7 12,434 tok
Aysnc-Labs/angora getangora.org A design system and site builder powered by Claude Code 6 Claude Code 3 840 tok
bkataru/powerglide bkataru.github.io the CLI coding agent that slides: Zig-powered multi-agent harness for extreme coding workf 6 Claude Code, Codex, OpenCode 2 2,750 tok
trevhud/rote roteskills.com Compile AI agent skills into cheap, fast, deterministic pipelines that run without an LLM 6 Claude Code, Codex, OpenCode 2 22,337 tok
serudda/fragments-vault serudda.com A vault to capture phrases, quotes, and ideas found while reading (Claude Skills) 6 Claude Code 1 422 tok
smicolon/ai-kit smicolon.com Convention packs for any AI coding tool - agents, skills, commands, and rules for 15 tools 6 Claude Code, Codex, OpenCode 2 6,135 tok
HighDesertWizard/mdg Mermaid Diagram Guidelines (MDG) — a skill file that makes LLMs dramatically better at gen 6 Claude Code 1 88 tok
iotron/gsap-cookbook Production recipes for premium GSAP animations — scroll, text, SVG, cursor, canvas, and vi 6 Claude Code 1 1,073 tok
altafino/FableClaudeMDForOpus altafino.com A Fable written Claude MD for Opus/Sonnet to give it some of the quality methodology that 6 Claude Code 1 1,403 tok
albertoarena/claude-laravel-event-sourcing albertoarena.it A Claude Code skill that helps you design and generate event-sourced domain code for Larav 6 Claude Code 1 1,048 tok
Minara-AI/media-agent 6 Claude Code 1 720 tok
yinjialu/ai-frontier-daily yinjialu.github.io Daily AI industry leader updates card: fetches official updates from Anthropic and others 6 Claude Code, Codex, OpenCode 2 4,545 tok
8ix/neurodiverse-claude-skills A set of Claude skills I built for myself as a neurodivergent professional. If your brain 6 Claude Code 1
AhmedHabiba/architor Structured, phase-gated architecture design powered by Claude Code. Enforces decision gate 6 Claude Code 4 1,883 tok
WesleySmits/agent-skills 43 production-ready skills for AI coding agents. Works with Claude, GitHub Copilot, Cursor 6 Claude Code, Codex, GitHub Copilot, OpenCode 3 1,432 tok
figitaki/reviews reviews.figitaki.dev Code review tool for arbitrary diffs (Phoenix + Rust CLI) 6 Claude Code, Codex, OpenCode 2 7,049 tok
tiankonglan/TomeWiki Game wiki template: clone it, name the game, deploy. Unofficial fan sites you own — not Fa 6 Claude Code, Codex, OpenCode 2 1,065 tok
HK-hub/AgentSkills A curated collection of Agent Skills for Claude Code, Open Code, and more, covering Agent/ 6 Claude Code 1 852 tok
ramboz/jig A Claude Code and Codex plugin that scaffolds AI-native development practices into new pro 6 Claude Code, Codex, OpenCode 8 6,703 tok
ondata/skills Curated AI skills for open data workflows — tool-agnostic instructions following the Agent 6 Claude Code 1 803 tok
navarroido/Woocommerce-skill 6 Claude Code 1 903 tok
Mozurok/fhorja.dev fhorja.dev A workflow operating system for AI-assisted engineering. Task state, decisions, and plans 6 Claude Code 2
ndisisnd/msg msg-beta-fawn.vercel.app End-to-end engineering harness for Claude Code — go from planning to building to reviewing 6 Claude Code 3
darecstowell/scratchboard darecstowell.github.io A kanban board for the markdown tickets already in your repo. One npx command, nothing ins 6 Claude Code, Codex, OpenCode 2 2,284 tok
sayeed1999/agent-skills Reusable agent skills for battle-tested engineering judgment. Works with Claude Code, Curs 6 Claude Code, Codex, OpenCode 2 2,289 tok
thettwe/nyann Nyann (ငြမ်း) is Burmese for scaffolding. Nyann is a Claude Code plugin that sets up and m 6 Claude Code 1 559 tok
Parham-dev/OpenClaw-ios appwebdev.co.uk The Missing Piece for Openclaw - iOS Control Centre 6 Claude Code 1 4,649 tok
viacheslav-tronko/claude-code-harness Claude Code Harness 6 Claude Code 1 8,220 tok
malekokour/clinpharm-pmx-skills malekokour.github.io Turn any AI agent into a clinical pharmacologist and pharmacometrician. It reviews, reconc 6 Claude Code, Codex, Gemini CLI, OpenCode 3 1,501 tok
JayTheSkier/fedlex-connector MCP server for accessing Swiss federal legislation from fedlex.admin.ch 6 Claude Code 1 362 tok
ThoTischner/observability-mcp npmjs.com Unified observability gateway for AI agents — one MCP server for Prometheus, Loki, and any 6 Claude Code 1 1,961 tok
debugbundle/debugbundle debugbundle.com DebugBundle product source and runtime code. 6 Claude Code, Codex, OpenCode 7 2,890 tok
bpamiri/u2-mcp 6 Claude Code 1 2,084 tok
martinhavel/cz-agents-mcp cz-agents.dev Czech & EU due-diligence / KYC-AML MCP servers — sanctions (EU+OFAC), insolvency (ISIR), V 6 Claude Code 6
yeaight7/agent-powerups Curated power-ups for coding agents: skills, slash commands, MCP configs, hooks, AGENTS.md 6 Claude Code, Codex, Gemini CLI, OpenCode 3 2,477 tok
smallocean43658/codex-superpowers Codex-first fork of Superpowers skills with Codex-native tool guidance 6 Claude Code, Codex, Gemini CLI, OpenCode 3 1,849 tok
mohamedzhioua/agent-done-or-not npmjs.com Catch your AI agent lying about "done" A one-file proof-gate for Claude Code, Cursor & Cod 6 Claude Code, Codex, Cursor, OpenCode 3 807 tok
idaibin/skills skills.sh Independent Agent Skills for repository analysis, planning, implementation, review, delive 6 Claude Code, Codex, OpenCode 2 1,311 tok
anh-chu/llm-wiki-pm PM knowledge base skill for Claude Code. Karpathy's LLM Wiki pattern with supersession, pr 6 Claude Code, Codex, OpenCode 1 1,202 tok
matematicsolutions/awesome-matematic-skills-pl matematicsolutions.com Polish hub of legal-AI skills - 41 skills in 8 Claude Code / Cowork bundles (LLM output ve 6 Claude Code, Codex, OpenCode 2 2,031 tok
electroheadfx/efx-ai-skills A beautiful TUI for discovering, previewing, and managing AI agent skills across multiple 6 Claude Code 1 36 tok
lucaperret/agent-skills Agent Skills that give AI coding agents superpowers beyond code — macOS native apps, MCP s 6 Claude Code, Codex, OpenCode 2 727 tok
carbonshow/intent-fluid From raw concept to finished deliverables. A collection of general-purpose autonomous meth 6 Claude Code, Codex, Gemini CLI, OpenCode 3 1,685 tok
valkryhx/google_adk_agent a startup but not simple agent demo using google adk. 6 Claude Code, Codex, OpenCode 2 3,204 tok
t41372/skit t41372.github.io A terminal script manager and launcher — Put any script, prompt, or program in one library 6 Claude Code, Codex, OpenCode 2 3,163 tok
Andamio-Platform/coach 6 Claude Code, Codex, OpenCode 2 1,434 tok
MiaoDX/roboclaws Visible AI-driven robotics demos powered by VLM policies, MCP skills, and AI coding agents 6 Claude Code, Codex, OpenCode 2 2,251 tok
chenyuxiaojin/xiaochen-skills blog.xiaochens.com 17 Claude Code plugins / 19 skills for video, publishing, Obsidian, GEO and real content w 6 Claude Code, Codex, OpenCode 2 1,593 tok