How real projects configure their agents

23,702 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 agents8,489Claude Code6,881Git and workflow3,605Data and AI3,580Backend and APIs3,556Languages3,486Planning3,323Code review2,893Testing2,681Writing and docs2,477DevOps and cloud2,477Memory and context2,375Research2,318Frontend2,308Security2,170Project management1,960

All Claude Code32,505 Codex24,785 OpenCode23,702 GitHub Copilot3,719 Gemini CLI2,034 Cursor1,771 Windsurf202 Kiro114

Project Stars Configures Files Always loaded
opencoredev/openchat osschat.dev An open source ai platform being built for everyone ❤️ 71 Claude Code, Codex, OpenCode 2 3,190 tok
yeet-src/pktscope Wireshark-style terminal packet analyzer on eBPF/TCX — live packet list, protocol detail t 71 Claude Code, Codex, OpenCode 2 7,327 tok
GoogleCloudPlatform/evalbench EvalBench is a flexible framework designed to measure the quality of generative AI (GenAI) 71 Codex, OpenCode 1 2,556 tok
Case211/skill-remnawave-xray Claude Code skill/plugin: Remnawave + Xray Reality/Vision + Caddy selfsteal + mihomo — ref 71 Claude Code, Codex, GitHub Copilot, Gemini CLI, OpenCode 4 1,844 tok
agentic-ops/real-estate-mcp A Model Context Protocol server for real estate workflows — search, valuation, mortgage ma 71 Claude Code, Codex, OpenCode 2 1,286 tok
catalystbyzoho/agent-skills AI agent skills for Catalyst by Zoho — enables Claude, Gemini, Cursor, Copilot, and Windsu 71 Codex, OpenCode 1 2,468 tok
unisic/unisic unisic.app Screenshot & screen-recorder for Linux. 71 Claude Code, Codex, OpenCode 4 19,446 tok
ningzimu/codex-gpt-image OpenClaw/Claude Code SKILL.md for gpt-image-2 via Codex OAuth, no OPENAI_API_KEY required 71 Codex, OpenCode 1 290 tok
khasky/awesome-agents-md One self-contained AGENTS.md with shared rules for AI coding agents: Claude Code, OpenAI C 71 Codex, OpenCode 1 2,228 tok
Echo1LZJY/echo-kaoyan-english-skill Echo_Graduate Entrance Exam English SKILL: detailed analysis of past exam questions, trans 71 Claude Code, Codex, OpenCode 3 1,380 tok
Synthesys-Lab/assassyn Asynchronous semantics for architectural simulation and synthesis. 71 Claude Code, Codex, Cursor, OpenCode 30 347 tok
Sunwood-ai-labs/SourceSage sunwood-ai-labs.github.io Repository analysis CLI that turns source trees into AI-friendly Markdown documentation. 71 Claude Code, Codex, OpenCode 2 1,850 tok
AlexanderMattTurner/agent-glovebox A minimal-friction secure experience that lets agents do their work. (beta) 70 Claude Code, Codex, GitHub Copilot, OpenCode 45 2,257 tok
contentful/skill-kit contentful.github.io TypeScript SDK for building agent skills as typed state machines — define steps, validate 70 Claude Code, Codex, OpenCode 5 2,833 tok
csuyincs-creator/fluidglass-ui WebGL fluid glass card interface generator — agent skill + zero-dependency reference imple 70 Codex, OpenCode 1 734 tok
color4-alt/CiteCheck Agent Skill: Check academic paper citations for format, queryability, thematic relevance, 70 Claude Code, Codex, Gemini CLI, OpenCode 3 1,320 tok
stbenjam/skillsaw skillsaw.org Keep your skills sharp. Intelligence for agent context. 70 Claude Code, Codex, GitHub Copilot, OpenCode 19 17,185 tok
DanWahlin/ai-agent-board Drag-and-drop Kanban board that delegates coding tasks to AI agents — GitHub Copilot, Clau 70 Claude Code, Codex, OpenCode 17 2,948 tok
RYOITABASHI/Shelly ryoitabashi.github.io AI terminal and agent runtime for Android — Codex and Claude Code on the phone, with an ap 70 Claude Code, Codex, Gemini CLI, OpenCode 3 18,172 tok
monarch-initiative/dismech dismech.monarchinitiative.org Disease Mechanisms KB 70 Claude Code, Codex, GitHub Copilot, OpenCode 43 267 tok
chujian66688/Tuling-Ai An enterprise-grade AI assistant system based on RAG (retrieval-augmented generation) and 70 Codex, OpenCode 4 1,696 tok
mikkovihonen/quadletman mikkovihonen.github.io Web application for managing rootless podman containers with quadlets and systemd 70 Claude Code, Codex, GitHub Copilot, OpenCode 3 16,535 tok
erosTeam/NextE Native HarmonyOS NEXT E-Hentai / ExHentai client 70 Claude Code, Codex, OpenCode 2 1,358 tok
vtxf/mcp-all-in-one A powerful MCP (Model Context Protocol) service aggregator that combines multiple MCP serv 70 Claude Code, Codex, OpenCode 6 286 tok
1c-neurofish/onec-client-mcp-devkit An MCP server implementation that runs in the 1C:Enterprise client 70 Claude Code, Codex, OpenCode 3 483 tok
GregorBiswanger/featherspec A featherweight spec-driven development template with a Memory Bank, for Claude Code, GitH 70 Claude Code, Codex, GitHub Copilot, OpenCode 10 3,280 tok
NuGuardAI/nuguard nuguard.ai AI red-teaming tool and LLM security framework to evaluate agentic AI applications. Tests 70 Claude Code, Codex, GitHub Copilot, OpenCode 7 5,030 tok
bilalnaseer/wsp-wordpress-mcp wspmcp.com WSP MCP - Free WordPress MCP For Connecting AI Coding Agents 70 Claude Code, Codex, OpenCode 2 29,000 tok
northgraindata/dbt-doctor dbt-doctor.northgraindata.com Static analysis and health checks for dbt projects. Find missing docs, missing tests, sche 70 Claude Code, Codex, OpenCode 2 254 tok
huaweicloud/huaweicloud-devkit Official Huawei Cloud plugin for AI agents — skills, MCP tools, safety guardrails, and cl 70 Claude Code, Codex, OpenCode 1 2,964 tok
kinncj/Heimdall Heimdall is a lightweight, cross-platform hardware monitoring system with a real-time term 70 Claude Code, Codex, GitHub Copilot, OpenCode 7 7,135 tok
fundamental-research-labs/mog sheetmog.ai Programmable spreadsheet platform with a TypeScript/Rust engine, SDK, and embeddable workb 70 Codex, OpenCode 1 149 tok
JasonxzWen/harness-hub Repository-first deterministic migration and atomic Skill source for Claude Code and Codex 69 Claude Code, Codex, OpenCode 2 3,386 tok
athola/skrills athola.github.io Coordinate skills between Codex, Copilot, and Claude Code. Validates, analyzes, and syncs 69 Codex, OpenCode 1 2,613 tok
tan-yong-sheng/triliumnext-mcp MCP server for TriliumNext Notes 69 Claude Code, Codex, OpenCode 20 11,344 tok
study8677/Agent_View_Controller-AVC 👁️ The visual layer for CLI coding agents. Pipe JSON → interactive native UI → modified J 69 Codex, OpenCode 1 1,044 tok
jaakla/openmapstack AI-agent skill for reproducible, validated GIS analysis — from authoritative data discover 69 Claude Code, Codex, OpenCode 2 1,865 tok
leonardsellem/codex-specialized-subagents MCP server that lets Codex delegate to isolated codex exec sub-agents, selecting repo+glob 69 Codex, OpenCode 2 916 tok
liyupi/github-claw ai.codefather.cn Build AI agents with GitHub: long-term memory + AI Agent skill packs (UI/UX, image generat 69 Codex, OpenCode 1 1,268 tok
t0mtaylor/peepshow Turn a video — or an animated GIF, APNG, or WebP — into a timeline of still frames so an L 69 Claude Code, Codex, Gemini CLI, OpenCode 2 895 tok
thienanblog/awesome-ai-agent-skills A curated list of essential skills, tools, and resources for building and enhancing advanc 69 Claude Code, Codex, OpenCode 3 1,228 tok
bnomei/kirby-mcp forum.getkirby.com CLI-first MCP server for composer-based Kirby CMS projects — inspect blueprints/templates/ 69 Codex, OpenCode 1 860 tok
yfge/ai-video-studio AI video production workflow platform for professional short drama teams. Timeline-first, 69 Claude Code, Codex, Gemini CLI, OpenCode 6 1,434 tok
storybook-astro/storybook-astro storybook-astro.org 69 Claude Code, Codex, OpenCode 8 8,030 tok
lestrrat-go/helium XML Toolkit for Go (XML/SAX2/XPath 3.1/XSLT 3.0/XInclude/XSD/RelaxNG/Schematron/C14N) 69 Claude Code, Codex, OpenCode 2 5,391 tok
DominikTobureto/awesome-grok-build Grok Build resources, reusable .grok/skills, AGENTS.md templates, hooks, prompts, and star 69 Codex, OpenCode 1 999 tok
LeoBR84p/wiki_llm 69 Claude Code, Codex, OpenCode 2 2,583 tok
ma-nucho-pro/wife arkeaia.com Local-first, evidence-aware memory and project continuity for AI coding agents. Checkpoint 69 Claude Code, Codex, OpenCode 1 744 tok
raphaeltm/simple-agent-manager simple-agent-manager.org Run multiple coding agents in parallel on your own cloud VMs. 69 Claude Code, Codex, OpenCode 35 9,387 tok
AgriciDaniel/gogh agricidaniel.github.io Gogh is a source-cited Obsidian operating brain that turns six frontend design skills into 69 Claude Code, Codex, Gemini CLI, OpenCode 3 436 tok