How real projects configure their agents

23,761 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 agents8,530Claude Code6,887Git and workflow3,618Data and AI3,582Backend and APIs3,558Languages3,485Planning3,325Code review2,903Testing2,691DevOps and cloud2,482Writing and docs2,481Memory and context2,373Research2,322Frontend2,310Security2,179Project management1,971

All Claude Code32,523 Codex24,842 OpenCode23,761 GitHub Copilot3,723 Gemini CLI2,038 Cursor1,771 Windsurf201 Kiro116

Project Stars Configures Files Always loaded
lzfxxx/shadow-tutor Predict-before-reveal tutor inside your Claude Code / Codex session: after AI writes your 4 Codex, OpenCode 1 796 tok
ujjwal502/debugduck A debugging skill for Claude Code, Cursor, and any coding agent. Reproduce, trace the full 4 Codex, OpenCode 1 692 tok
kt3k/skills Skills for developing software carefully and steadily. Plan tasks, review code, and refine 4 Codex, OpenCode 1 16 tok
Ampli-Group/agentic-mobile-blueprint The production-ready foundation for shipping mobile and web apps. Auth, deployment, monito 4 Codex, OpenCode 1 1,721 tok
karon-hyppolite/agent-skills AI coding agent skills for React/Next.js performance, UI design audits, and claimable Verc 4 Claude Code, Codex, OpenCode 2 755 tok
hannsxpeter/godaudits Audit everything after anything. Single-command AI agent skill that audits a codebase end 4 Codex, OpenCode 1 577 tok
Elnora-AI/elnora-plugins elnora.ai Elnora AI plugins marketplace — universal Agent Skills + MCP for bioprotocol generation 4 Claude Code, Codex, OpenCode 2 1,974 tok
BambooGap/skills-orchestrator pypi.org Govern, audit, and ship AI-agent skills with policy checks, evidence, SBOM, and MCP. 4 Claude Code, Codex, OpenCode 2 927 tok
tph-kds/deckforge tph-kds.github.io DeckForge is a multi-agent skills repository for planning, designing, implementing, auditi 4 Claude Code, Codex, OpenCode 2 590 tok
alexanderwe/swiftui-native-component-design-skill Agent Skill to create Apple conform SwiftUI views 4 Codex, OpenCode 1 1,165 tok
sandover/agent-skills codex and claude skills repo 4 Claude Code, Codex, OpenCode 2 27 tok
fortrabbit/agent-skills fortrabbit.com Agent skills for fortrabbit, the managed PHP hosting platform. Set up, deploy and debug La 4 Claude Code, Codex, OpenCode 1 1,567 tok
ntaffzii/Skill-Agents Personal AI-agent skills, workflows, prompts, and setup guides for local LLMs and MCP-powe 4 Codex, OpenCode 1 536 tok
SupernovifieD/naar supernovified.github.io A repo-aware package manager for AI-agent skills, rules, and instructions. 4 Codex, OpenCode 1 409 tok
Sri-Ln/rolecraft JD-driven study companion: paste a job description, get back what to study, what to build, 4 Claude Code, Codex, OpenCode 2 1,547 tok
tig/bedside Bedside: manners for AI agents that operate tools for smart, high-judgment non-experts. Sh 4 Codex, OpenCode 1 601 tok
osouthgate/agent-plus A framework for building deterministic CLI tools that Claude Code shells out to. Universal 4 Claude Code, Codex, OpenCode 5 2,436 tok
tjdwls101010/Harness-Creator Create, validate, and maintain project-specific Claude Code harnesses through a structured 4 Claude Code, Codex, OpenCode 2 1,022 tok
This-HW/claude-code-kit this-hw.github.io Claude Code plugin — 33 agents + 16 skills. Planning, implementation, review, security. Li 4 Claude Code, Codex, OpenCode 2 12,268 tok
mOHAD44DSFASF/flowforge-n8n Local-first CLI and Claude Code plugin for generating, validating, sanitizing, documenting 4 Codex, OpenCode 1 244 tok
compforge/devloop A guard-railed, closed-loop workflow for AI coding agents: live state bus + execution-leve 4 Codex, OpenCode 1 2,323 tok
bitcraft-apps/spec-first Build faster by writing requirements before code. A Claude Code plugin for spec-driven dev 4 Codex, OpenCode 1 633 tok
vikisingh23/neuraforge-ai Stop correcting the same AI mistakes. 40 agents for Claude Code, Cursor & Copilot that enf 4 Codex, Gemini CLI, OpenCode, Windsurf 3 2,269 tok
app-builders-club/design-builder A design plugin for Claude Code 4 Claude Code, Codex, OpenCode 2 1,772 tok
dyingg/chromectx Search all your open tabs by title or full page content, and expose everything as RAG cont 4 Claude Code, Codex, OpenCode 2 1,869 tok
hookradar/hookradar-agent-skill HookRadar Creative Intelligence skill/plugin for Codex, Claude, MCP, and SKILL.md-compatib 4 Codex, OpenCode 1 60 tok
jenreh/appkit Reflex.dev components based on mantine.dev. Chat application and image generation UI. 4 Claude Code, Codex, GitHub Copilot, OpenCode 29 1,610 tok
yongzhe-wang/yapping-apple-calendar-mcp your calendar, but yapping. Apple Calendar MCP server for Claude Desktop & Claude Code — 2 4 Claude Code, Codex, OpenCode 2 28,284 tok
itokun99/omotg omotg.indrawan.dev 💬 Interact with OpenCode directly from Telegram. A thread-safe, zero-dependency Go bridge 4 Codex, OpenCode 1 963 tok
broxy-dev/www broxy.dev Broxy - Turn any webpage into an MCP server. Let AI assistants directly control the browse 4 Codex, OpenCode 1 1,376 tok
futuretea/yunxiao-mcp-server MCP server for Alibaba Yunxiao (云效) 4 Codex, OpenCode 1 869 tok
thornjad/stormscope An MCP server for weather enthusiasts 4 Codex, OpenCode 1 1,278 tok
Iron-Mark/Iron-Mark iron-mark.github.io Mark Siazon — product designer & full-stack developer. A GitHub profile built for humans a 4 Codex, OpenCode 1 1,258 tok
HassanMahomed/HoloCore Local-first AI context engine combining a structural Atlas, verified Archive, episodic Ani 4 Claude Code, Codex, Gemini CLI, OpenCode 39 678 tok
metalralf/sonarqube-mcp An MCP server that exposes SonarQube data as AI agent tools. 4 Claude Code, Codex, OpenCode 8 3,450 tok
sponge-b0b/Polaris Decision-centered AI intelligence for trustworthy portfolio and investment decisions 4 Claude Code, Codex, OpenCode 52 4,419 tok
hlongc/claude-code-sentinel A native macOS AI coding assistant approval popup supporting permission confirmations, que 4 Claude Code, Codex, OpenCode 1 1,374 tok
hlebtkachenko/pohoda-mcp MCP server for POHODA (www.stormware.cz/pohoda/) — invoices, stock, orders, bank, warehous 4 Codex, OpenCode 1 264 tok
outfitter-dev/carabiner Library for building Claude Code hooks that are type-safe, maintainable, and shareable 4 Claude Code, Codex, OpenCode 2 2,130 tok
asterixix/polish-academic-mcp pamcp.pl Polskie bazy wiedzy (od naukowych po dane statystyczne, prawne, meteorologiczne, normy ora 4 Claude Code, Codex, GitHub Copilot, OpenCode 11 15,140 tok
dinglebear-ai/axon Self-hosted RAG stack for crawl, scrape, search, ingest, query, and ask workflows with Qdr 4 Claude Code, Codex, Gemini CLI, OpenCode 4 1,603 tok
pickleshell/pickleshell PickleShell ChatGPT Plugin - Interactive sessions with your local AI agent from ChatGPT 4 Codex, OpenCode 1 2,628 tok
VitexSoftware/mcp-server-webdriver MCP Server for browser automation via Selenium WebDriver + geckodriver (Firefox) 4 Codex, OpenCode 1 1,494 tok
j2h4u/enji-guard-cli guard.enji.ai CLI/MCP agent surface for Enji Guard 4 Codex, OpenCode 1 843 tok
Coding-Dev-Tools/configdrift coding-dev-tools.github.io Detect configuration drift across environments before it causes incidents 4 Codex, OpenCode 1 345 tok
sairaph/interactive-terminal-mcp 7-tool terminal MCP server in Go - persistent shell sessions AI agents can type into and r 4 Codex, OpenCode 1 582 tok
eclipsesource/review-guard MCP Server to safely create and modify Github pending review comments. Optionally allows a 4 Claude Code, Codex, OpenCode 2 1,859 tok
Wolfe-Jam/faf-one-svelte-new faf.one Official website for .faf — faf.one. SvelteKit, auto-deploys on push 4 Claude Code, Codex, OpenCode 2 5,526 tok
KyaniteLabs/DialectOS kyanitelabs.github.io Spanish dialect localization MCP server and CLI. Translate across 25 regional variants wit 4 Claude Code, Codex, GitHub Copilot, Cursor, OpenCode, Windsurf 5 4,542 tok
shaul1991/localmind 🧠 A local second brain that helps my AI remember “me” — a personal memory layer that reco 4 Claude Code, Codex, Gemini CLI, OpenCode 3 3,953 tok