How real projects configure their agents

24,815 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 agents8,505Claude Code6,886Git and workflow3,611Data and AI3,580Backend and APIs3,556Languages3,487Planning3,327Code review2,899Testing2,686Writing and docs2,480DevOps and cloud2,479Memory and context2,375Research2,323Frontend2,308Security2,172Project management1,965

All Claude Code32,517 Codex24,815 OpenCode23,733 GitHub Copilot3,719 Gemini CLI2,034 Cursor1,770 Windsurf202 Kiro114

Project Stars Configures Files Always loaded
musabekisakov-imj/flutter-design-engineer Agent skills for product-aware, adaptive, accessible, and visually verified Flutter UI des 4 Codex, OpenCode 1 283 tok
gustavo-meilus/superpipelines Loop Engineering for AI coding agents, with real review boundaries. Your AI reviewer canno 4 Claude Code, Codex, Gemini CLI, OpenCode 8 2,954 tok
n-shadloo/git-authoring Agent skill that turns your git diff into clean Conventional Commits — plus on-request fil 4 Codex, Gemini CLI, OpenCode 2 12,754 tok
cilidinezy-commits/doc-harness Document-based project control for AI-human collaboration: an append-only event log plus a 4 Claude Code, Codex, OpenCode 2 3,765 tok
ishands/upstack An open-source framework that configures AI as a genuine tutor — not an answer machine. 4 Claude Code, Codex, OpenCode 2 2,396 tok
MrSGSA/math-modeling-skill-dify A mathematical modeling Agent Skill and Dify Jiuku multimodal MCP bridge that can be dragg 4 Claude Code, Codex, OpenCode 2 881 tok
matt-bat/agent-command-center Governance-first agent command center for workflow automation, validation, policy, documen 4 Codex, OpenCode 1 636 tok
Grails125/codex-sol-terra-luna-auto-orchestrator Automatic risk-based task routing and multi-agent orchestration for Codex using Sol, Terra 4 Codex, OpenCode 1 1,598 tok
conallob/o11y-analysis-tools Various static analysis and testing tools for managing PromQL compatible monitoring stacks 4 Claude Code, Codex, OpenCode 2 6,150 tok
mpagot/os-autoinst-distri-opensuse-skills mpagot.github.io OSADO educated clankers 4 Codex, Gemini CLI, OpenCode 2 2,201 tok
VersoXBT/claude-initial-setup 75 skills, 14 agents, 15 commands for Claude Code. Plug-and-play starter kit covering Type 4 Codex, GitHub Copilot, Cursor, OpenCode 3 4,908 tok
xonika9/agent-skills skills.sh Practical Agent Skills for source-backed research, controlled browser sessions, idea criti 4 Claude Code, Codex, OpenCode 2 759 tok
buildinternet/releases-cli releases.sh Agent-friendly CLI for searching the Release Index catalog of release notes, changelogs, a 4 Claude Code, Codex, OpenCode 4 5,387 tok
DaleStudy/skills skills.sh 🛠️ Agent skill. 4 Claude Code, Codex, OpenCode 2 1,568 tok
tooppoo/enozunu 4 Claude Code, Codex, OpenCode 2 680 tok
mdsohaib/screenshot-time-machine Screenshot Time Machine is like a Wayback Machine for your own website, a visual archive o 4 Claude Code, Codex, OpenCode 2 984 tok
hraness/wrench wrench.rip Open-source CLI and TypeScript SDK for precise web capabilities for AI agents: page captur 4 Claude Code, Codex, OpenCode 13 5,061 tok
arsenelupin14/THEMIS Research workrooms for AI agents: evidence retrieval, citation audit, adversarial review, 4 Codex, OpenCode 1 458 tok
wzszsw/easy-query-orm easy-query.com 4 Codex, OpenCode 1 954 tok
thangnguyenworkspace/industry-pulse Watchlist-driven intelligence pipeline crawling LinkedIn, X, RSS, and email into one neutr 4 Claude Code, Codex, OpenCode 2 1,581 tok
eiway112/prefab-interior-skills A collection of AI skills for prefabricated interior construction professionals in design, 4 Codex, OpenCode 1 46,735 tok
adaline/skills adaline.ai Skills that guide AI coding agents to integrate with the Adaline platform — send traces, m 4 Claude Code, Codex, OpenCode 5 871 tok
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 1 420 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