How real projects configure their agents

23,733 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
imjszhang/js-eyes js-eyes.com Browser Extension for AI Agent like OpenClaw 45 Codex, OpenCode 1 1,961 tok
oxbshw/Agent-Span The Web Access Gateway for AI Agents — 52 channels, 92 MCP tools, 9 SDKs, self-healing bac 45 Codex, OpenCode 1 700 tok
OpenFDEAI/ChatDemo 45 Codex, OpenCode 1 577 tok
jonaschen/Android-Software A Hierarchical AI Agent Skill Set for managing AOSP platform integration, built on an MMU- 45 Claude Code, Codex, Gemini CLI, OpenCode 3 2,760 tok
panewslab/skills PANews Agent Toolkit is PANews's official agent package for cryptocurrency and blockchain 45 Claude Code, Codex, OpenCode 2 1,154 tok
yunsii/pinyin yunsii.github.io ✨ Online Pinyin typing practice 45 Claude Code, Codex, OpenCode 2 1,088 tok
managedcode/PrompterOne app.prompter.one Browser-first teleprompter, rehearsal, and live presentation studio built with .NET 10 and 45 Claude Code, Codex, OpenCode 62 19,184 tok
mgalgs/aur-sleuth mgalgs.io An LLM-powered security auditing tool for Arch User Repository (AUR) packages with yay int 45 Claude Code, Codex, OpenCode 3 5,112 tok
etr/groundwork Claude Code plugin with 30+ skills for structured development workflows 45 Claude Code, Codex, OpenCode 2 5,731 tok
kenjudy/pdca-agentic-coding-framework Human-supervised AI code generation using Plan-Do-Check-Act methodology with TDD and refac 45 Claude Code, Codex, OpenCode 5 3,538 tok
laurentvv/crawl4ai-mcp-llm crawl4ai-mcp-llm-doc.vercel.app Web crawling tool that integrates with AI assistants via the MCP 45 Codex, GitHub Copilot, OpenCode 2 2,630 tok
NovasPlace/CSM Persistent memory and operational continuity for AI coding agents — append-only event ledg 45 Codex, OpenCode 1 2,553 tok
daedalus/fuzzer Information-dense, coverage-guided binary fuzzer 45 Codex, OpenCode 1 6,115 tok
mukul-mehta/routeup Stable HTTPS routes for local services — local by default, public when you need them. Self 45 Codex, OpenCode 1 778 tok
sandialabs/atlas-ui-3 A LLM chat UI. 45 Claude Code, Codex, GitHub Copilot, OpenCode 6 7,819 tok
desek/outlook-local-mcp outlook-local-mcp.com Local MCP server for Microsoft Outlook — calendars, events, and email via Microsoft Graph 45 Claude Code, Codex, OpenCode 9 5,634 tok
opendatahub-io/agent-eval-harness opendatahub-io.github.io 45 Claude Code, Codex, OpenCode 2 5,357 tok
pavelzw/pixi-skills Manage coding agent skills using pixi 45 Codex, OpenCode 1 85 tok
freshaengineering/lang_ex hexdocs.pm LangGraph for Elixir. Durable, human-in-the-loop LLM agents on the BEAM. 45 Claude Code, Codex, OpenCode 2 3,310 tok
AlemTuzlak/skills Personal AI agent skills for Claude Code, Copilot, Codex, Gemini & Cursor — turn a PR or i 45 Claude Code, Codex, OpenCode 2 759 tok
gate/gate-mcp An MCP (Model Context Protocol) server that exposes Gate.io trading API as tools for AI ag 45 Claude Code, Codex, OpenCode 2 595 tok
neopen/video-clip-agent clip.helpenx.com AI-driven video mashup agent: analyze, filter, trim, and composite multiple videos based o 45 Claude Code, Codex, OpenCode 5 2,382 tok
netresearch/file-search-skill Claude Code skill: Fast code and file search using ripgrep, ast-grep, fd, rga, tokei 45 Codex, OpenCode 1 1,085 tok
issol14/paper2code-skill A Claude Code Skill that converts research papers into executable code - no extra API cost 45 Codex, OpenCode 1 998 tok
exploreomni/omni-agent-skills A collection of skill for working with Omni. These skills help AI agents understand and ex 45 Codex, OpenCode 1 471 tok
AgriciDaniel/local-competitor-map agricidaniel.github.io AI-powered local-competitor intelligence on a photorealistic Google 3D map. Ask in plain E 45 Codex, OpenCode 1 380 tok
cabbage2000-lab/textbook-writer-skills A UbD reverse-design-driven teaching material writing skill set, installable in one click 45 Claude Code, Codex, OpenCode 2 5,679 tok
MarcoYou/open-proxy-mcp An MCP server for analyzing disclosures from Korean listed companies, created by a securit 45 Claude Code, Codex, OpenCode 2 1,864 tok
nrwl/metaharness.tools metaharness.tools The guide for AI meta harnesses 45 Codex, OpenCode 1 478 tok
FedRAMP/2026 fedramp.gov Website tools for the FR Consolidated Rules for 2026 45 Codex, OpenCode 1 1,369 tok
gfargo/tui-design-skill griffen.codes Claude Skill for building clean, professional terminal UIs & CLIs — covers Bubble Tea, Rat 45 Codex, OpenCode 1 431 tok
cedrickchee/text-to-cad text-to-cad.earthtojake.com An open source harness for generating CAD models [forked of https://github.com/earthtojake 45 Claude Code, Codex, OpenCode 5 1,019 tok
nearform/lastlight lastlight.dev Self-hostable, MIT Licensed, Enterprise AI Software Factory 45 Claude Code, Codex, OpenCode 5 2,498 tok
Shilo/pixellab-pip Meet PixelLab Pip: a tiny pup who fetches the right PixelLab workflow. He follows human co 45 Claude Code, Codex, Gemini CLI, OpenCode 3 1,041 tok
Threadlines/threadlines threadlines.dev Open-source ADE for Claude Code, Codex, OpenCode, Cursor and more. Put several coding agen 45 Claude Code, Codex, OpenCode 2 4,655 tok
hiero-ledger/solo An opinionated CLI tool to deploy and manage standalone test networks. 45 Claude Code, Codex, GitHub Copilot, OpenCode 9 6,272 tok
chasinglogic/dfm A dotfile management tool for pair programmers. 45 Codex, OpenCode 1 288 tok
future-architect/uzomuzo-oss Detect abandoned and end-of-life dependencies that CVE-based scanners don't flag, and rank 45 Claude Code, Codex, GitHub Copilot, OpenCode 37 24,839 tok
changeroa/lazykatok Private terminal KakaoTalk client with real-time watch and strict reply TUI 45 Claude Code, Codex, OpenCode 2 835 tok
fadelabs/phantom fadelab.net AI audio engineering system: MCP server + Claude Code skills for professional automated mi 45 Claude Code, Codex, OpenCode 2 2,182 tok
transient-haskell/transient-stack All the Transient libraries 45 Codex, Gemini CLI, OpenCode 2 41,065 tok
cisagov/ScubaConnect cisa.gov Native cloud infrastructure for automatically running ScubaGear/ScubaGoggles 45 Claude Code, Codex, OpenCode 2 606 tok
pincerhq/pincer 44 Codex, OpenCode 1 2,475 tok
Aquifer-sea/pattern8 pypi.org 🎱 AI Agent Governance Framework — Constrain how AI Agents behave in your project. pip ins 44 Codex, OpenCode 1 414 tok
YuDefine/nuxt-supabase-starter A Nuxt + Supabase rapid development template with an AI-assisted workflow (Claude Code), T 44 Codex, OpenCode 1 5 tok
HangYu8123/MiHaCoBench A mini harness benchmark for coding 44 Claude Code, Codex, OpenCode 2 2,202 tok
soupernerd/marge-simpson 44 Codex, OpenCode 1 1,408 tok
iops-leo/claude-slim npmjs.com Audit and shrink your Claude Code startup context. Measures what every skill, plugin, agen 44 Claude Code, Codex, OpenCode 2 774 tok
GoPlausible/algorand-mcp goplausible.com Algorand Local Model Context Protocol (Server & Client) 44 Codex, OpenCode 1 5,347 tok
owainlewis/agent-skills My personal agent skills 44 Codex, OpenCode 1 136 tok