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
qxchuckle/qcqx-project-manage marketplace.visualstudio.com A VSCode plugin for managing projects, potentially making them easier to use. 4 Claude Code, Codex, Cursor, OpenCode 41 111 tok
scottchronicity/ephemeris-mcp pypi.org Precision astronomical ephemeris for AI agents. An MCP server providing planetary position 4 Codex, GitHub Copilot, Cursor, OpenCode 3 1,032 tok
n24q02m/imagine-mcp mcp.n24q02m.com Image and video understanding + generation for AI agents -- across Gemini, OpenAI, and Gro 4 Claude Code, Codex, OpenCode 2 4,418 tok
plumbkit/plumb getplumb.sh IDE intelligence for AI coding agents, with LSP semantics, tree-sitter indexing, project m 4 Claude Code, Codex, Gemini CLI, OpenCode 5 1,864 tok
Sintexer/jvm-source-lens 4 Claude Code, Codex, OpenCode 2 2,207 tok
opengolfapi/mcp-server opengolfapi.org Official MCP server for OpenGolfAPI — 49 tools: golf course data, scoring, competitions, i 4 Codex, OpenCode 1 303 tok
universalamateur/reclaim-mcp-server UNOFFICIAL & UNAFFILIATED – Not endorsed by Reclaim.ai. MCP server enabling Claude and Git 4 Codex, OpenCode 1 1,705 tok
sandraschi/yahboom-mcp FastMCP 3.2 server plus Webapp for Yahboom Raspbot v2 robot car, ros2, raspberry pi 4 Claude Code, Codex, GitHub Copilot, Cursor, OpenCode, Windsurf 7 1,209 tok
sefaertunc/Worclaude sefaertunc.github.io CLI scaffolding tool that generates tailored .claude/ workflow infrastructure for Claude C 4 Claude Code, Codex, OpenCode 14 3,023 tok
saagpatel/MCPAudit pypi.org Audit all locally configured MCP servers for permission risks, prompt injection threats, a 4 Claude Code, Codex, OpenCode 2 438 tok
n-n-code/n-n-code-skills Just Another Agent skill repository. 4 Codex, OpenCode 1 1,022 tok
Ici17/Ici-bar Bartender Agent — a cocktail-teaching skill from beginner to master level 4 Codex, OpenCode 1 507 tok
n-shadloo/secure-code-auditor Backend security Agent Skill that helps AI audit code, detect vulnerabilities, and generat 4 Codex, Gemini CLI, OpenCode 2 1,598 tok
zephexMCP/zephex-MCPs zephex.dev Hosted MCP + CLI + web terminal for Cursor/Claude/Codex. get_project_context, find_code, c 4 Codex, OpenCode 1 442 tok
slopstopper/plumb-line slopstopper.org Stop uncertain data becoming confident-looking results. plumb-line carries provenance, con 4 Codex, OpenCode 1 1,875 tok
calt13/claude-skills-integration-templates Drop-in Markdown snippets that enable any Agent CLI to discover and use Claude Skills — ev 4 Codex, OpenCode 1 1,789 tok
vcode-sh/dokploy-mcp npmjs.com MCP server for Dokploy. Two tools up front, 524 generated procedures underneath. Real depl 4 Claude Code, Codex, OpenCode 2 769 tok
piotrkowalczuk/zordon zordon.io Give every parallel coding agent its own local stack and develop with guardrails. 4 Claude Code, Codex, OpenCode 5 2,043 tok
subodhkc/ai-appsec Evidence-backed AppSec for AI applications and agents. Powered by HAIEC. 4 Codex, OpenCode 1 2,730 tok
jamestkelly/diffler Generate comprehension quizzes from Git branch diffs for Claude Code, OpenCode, and pull-r 4 Claude Code, Codex, OpenCode 2 743 tok
bx33661/oh-my-vul npmjs.com Evidence-first vulnerability research workspace and Skills for Claude Code and Codex. 4 Codex, OpenCode 1 449 tok
5kahoisaac/skillless You don’t need to be skillful — your agent’s got all the skills. Being skillless is totall 4 Claude Code, Codex, OpenCode 2 602 tok
MercuriusDream/agent-estate 4 Codex, OpenCode 1 1,251 tok
8Dionysus/aoa-skills Bounded agent-facing skill bundles for coding agents and humans: reviewable execution work 4 Codex, OpenCode 1 755 tok
rolandbrecht/agent-skills A collection of shareable, high-quality AI coding agent skills and workflows. These skills 4 Claude Code, Codex, OpenCode 2 1,084 tok
souljorje/agent-skills Collection of hand-crafted skills 4 Codex, OpenCode 1 322 tok
computerlovetech/skills Agent skills published by computerlove.tech <3 4 Claude Code, Codex, OpenCode 2 251 tok
pax-k/build-right Agent-agnostic skills that turn a fuzzy app idea into evidence-backed AI execution. 4 Codex, OpenCode 1 770 tok
entr0pia/scoop-skills Scoop Skills: A specialized skill for the AI Agent agent to manage Windows packages using 4 Codex, Gemini CLI, OpenCode 2 1,788 tok
musabekisakov-imj/flutter-design-engineer Agent skills for product-aware, adaptive, accessible, and visually verified Flutter UI des 4 Codex, OpenCode 1 283 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