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
samtalki/AgentREPL.jl STDIO-based MCP server for persistent Julia REPL sessions, eliminating TTFX overhead for A 7 Claude Code 1 3,856 tok
Bannovich/arabic-word-production Deterministic Agent Skill and plugin for Arabic-first and bilingual Microsoft Word DOCX pr 7 Codex, OpenCode 1 220 tok
buildinternet/releases releases.sh Open product release note registry, indexed and made for agents. Get recent product change 7 Claude Code, Codex, OpenCode 6 11,505 tok
mumez/pharo-agentic-browser A multi-agent AI coding workspace and orchestration environment for Pharo Smalltalk, featu 7 Codex, OpenCode 1 1,742 tok
BjornMelin/dev-skills AgentSkills library: reusable skills for AI coding agents (AI SDK, Codex, LangGraph, Supab 7 Codex, OpenCode 1 4,549 tok
pedrobraiti/vizier-trading-skill Vizier - the decision-making brain of an agentic-trading stack. A Claude Code skill that r 7 Claude Code 1 1,449 tok
Wolfe-Jam/faf-mcp faf.one Persistent Project Context for Cursor, IDEs and VS Code — IANA-registered .faf format · 29 7 Claude Code, Codex, GitHub Copilot, Cursor, Gemini CLI, OpenCode 5 2,474 tok
widnyana/eyay-toolkits Agents don’t behave, they swarm. Skills and plugins slot in mid flight, and somehow the wh 7 Codex, OpenCode 1 4 tok
vibeknow/cli vibeknow.ai Official VibeKnow CLI — turn documents and URLs into professional videos in one command. B 7 Codex, OpenCode 1 5,873 tok
samzong/agent-brains Personal agent brain catalog for coding agents: AGENTS.md, SOUL.md, MEMORY.md, skills, wor 7 Codex, OpenCode 1 547 tok
sichengchen/apple-calendar-cli Access Apple Calendar through CLI. Fully in Swift via EventKit (not Apple Script). 7 Claude Code 3
sgomez/developer-skills Unattended PRD delivery for Claude Code 7 Claude Code, Codex, OpenCode 3 1,679 tok
athal7/dotfiles 7 Codex, OpenCode 1 1,021 tok
stewie-sh/agent-crystallize Local-first checkpoints and crystals for long-running AI coding agent sessions. 7 Claude Code, Codex, OpenCode 2 467 tok
hutzelmann/thesis-proposal-skills skills.sh Write a convincing thesis proposal with support from AI 7 Claude Code, Codex, OpenCode 3 4,668 tok
TAKEOFF69/codex-skills-kit Task-typed prompt-engineering Agent Skills for OpenAI Codex. 7 Codex, OpenCode 1 714 tok
cmeans/mcp-synology pypi.org Connect any MCP client to your Synology NAS. Browse, search, and manage files, monitor sy 7 Claude Code 1 2,881 tok
chinkan/RustFox A Rust-based Telegram AI assistant powered by OpenRouter LLM with built-in sandboxed tools 7 Claude Code 1 4,170 tok
sodam-ai/SoDam-Design-Kit Claude Code design automation plugin that converts Figma designs into shadcn/ui code and c 7 Codex, OpenCode 1 550 tok
yeisonrestrepo/code-conductor Spec-first workflow engine for Claude Code: /cc-spec → /cc-plan → /cc-implement, with auto 7 Claude Code 5 1,228 tok
sparklingneuronics/sparkling-skills sparklingneuronics.ai Give Claude Code a second opinion — run OpenAI Codex & Google Gemini from inside Claude Co 7 Claude Code 1 1,191 tok
jassics/awesome-claude-security jassics.github.io Claude code skills, agents, memory, profiles to accomplish cybersecurity tasks, projects, 7 Claude Code 1 848 tok
LH8PPL/core-memory-kit Persistent per-project memory for Claude Code, Kiro, Cursor & Codex - plain markdown commi 7 Claude Code 1 26,397 tok
davebream/claude-of-alexandria Claude plugin for rigorous biblical study. TDD-built to prevent AI failures: psychologizin 7 Claude Code 2 5,437 tok
skymanbp/cc-memory Persistent memory for Claude Code. Survives compaction and session boundaries: anti-patch 7 Claude Code 1 38,857 tok
cyanheads/eur-lex-mcp-server npmjs.com Search EU legislation, CJEU case law, and treaties; traverse the CELLAR relationship graph 7 Claude Code, Codex, OpenCode 2 13,768 tok
ionos-cloud/ionoscloud-mcp This project implements an MCP server to interact with ionos cloud resources. 7 Claude Code 1 7,245 tok
decantr-ai/decantr decantr.ai Decantr AI design intelligence layer for AI-generated web applications 7 Claude Code 1 8,678 tok
Devlaner/loomy loomy.devlane.dev Loomy is an open-source collaborative whiteboard. Create infinite boards, invite your team 7 Claude Code, Codex, GitHub Copilot, Gemini CLI, OpenCode 4 4,094 tok
nikzlabs/shipit ship-it.ai Self-hosted, chat-driven IDE for running coding agents through your real engineering loop 7 Claude Code, Codex, OpenCode 18 11,159 tok
tj-smith47/cfgd Declarative, GitOps-inspired, shareable tooling and machine configurations. 7 Claude Code 1 1,410 tok
DikshitRJ/quickfill-mcp npmjs.com Instant Generative UI MCP Server for AI Agents. Turn static AI chats into live, hot-reload 7 Claude Code, Codex, OpenCode 2 764 tok
beetlebugorg/tekmetric-mcp beetlebugorg.github.io Ask questions about your Tekmetric shop data using natural language. Get instant answers a 7 Claude Code 1 385 tok
anivar/jest-skill skills.sh AI agent skill for Jest 29/30 — 28 rules: mocks, async, timers, snapshots, CI. Works with 7 Codex, OpenCode 1 5,070 tok
openma-ai/backchat backchat.openma.dev Local-first desktop workspace for ACP agents—DeepSeek Harness, Claude Code, Codex, Gemini 7 Claude Code, Codex, OpenCode 2 988 tok
MidnightDarling/collate Chinese-language literature OCR proofreading and reading pipeline for historical researche 7 Claude Code, Codex, Gemini CLI, OpenCode 2 9,613 tok
Marcelo-Barella/Cursor-CA-Orchestrator 7 Codex, OpenCode 1 732 tok
uselayout/cli layout.design Layout CLI + MCP server — design system context for AI coding agents 7 Claude Code 3 266 tok
tonyghiani/ai-essentials My personal AI essentials for rules, skills. subagents and more. 7 Claude Code, Codex, OpenCode 1 1,354 tok
jeunecraack/talisman-skill Talisman — turn a codebase into a beautiful, brand-styled PDF guide (LaTeX→PDF). An agent 7 Codex, OpenCode 1 865 tok
sroberts/plumbline Repo-level AI coding readiness assessment, in Go. Maps a repository to its level on the AI 7 Claude Code 1 2,968 tok
gosha70/code-copilot-team gosha70.github.io Enforceable, provider-neutral harness for multi-agent AI coding: spec-driven workflow, cro 7 Claude Code, GitHub Copilot 20 31,183 tok
aycanozarpaci/seo-pro-max-skill Production-grade SEO setup skill for AI coding agents (Claude Code, Cursor, Windsurf, Clin 7 GitHub Copilot 1 20,549 tok
popoloni/non_deterministic_sw_eng Companion repository for Non-Deterministic Software Engineering book by Enrico Papalini 7 GitHub Copilot 3 782 tok
ishandutta2007/claude-skills-by-karpathy a viral set of behavioral guidelines popularized by AI researcher Andrej Karpathy to fix t 7 Claude Code 1 524 tok
cekura-ai/cekura-skills Claude Plug-Ins & Skills for Cekura 7 Claude Code, Gemini CLI 2 14,952 tok
jnorthrup/TrikeShed my (++Bike)shed ideas 7 Codex, OpenCode 1 122 tok
sahajamit/figma-cli figma cli 7 Claude Code 1 1,986 tok
clawnify/greybeard Behavioral guidelines for AI coding agents — drop into CLAUDE.md / AGENTS.md to reduce com 7 Claude Code, Codex, GitHub Copilot, Gemini CLI, OpenCode 4 14,743 tok
moberghr/mtk-agent-toolkit moberghr.github.io A Claude Code plugin that enforces your team's coding standards, security policies, and re 7 Claude Code, Codex, OpenCode 60 5,884 tok