How real projects configure their agents

43,608 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 agents7,557Claude Code6,620Data and AI3,682Backend and APIs3,496Languages3,401Planning3,217Git and workflow3,165Code review2,733Testing2,364Memory and context2,364DevOps and cloud2,310Writing and docs2,303Research2,297Frontend2,252Security2,013Productivity1,710

All Claude Code31,977 Codex23,157 OpenCode22,109 GitHub Copilot3,551 Gemini CLI1,917 Cursor1,739 Windsurf129 Kiro79

Project Stars Configures Files Always loaded
catalystbyzoho/agent-skills AI agent skills for Catalyst by Zoho — enables Claude, Gemini, Cursor, Copilot, and Windsu 61 Codex, OpenCode 1 1,687 tok
rjwalters/kicad-tools Standalone Python tools for parsing and manipulating KiCad schematic and PCB files 61 Claude Code, Codex, OpenCode 76 1,034 tok
longbridge/skills open.longbridge.com 61 Claude Code 1 3,106 tok
mouse-lin/frame-smith 61 Claude Code, Codex, GitHub Copilot, OpenCode 3 4,344 tok
Aerozb/Postman-cn The latest fully Chinese-translated version of Postman 61 Claude Code, Codex, OpenCode 3 2,905 tok
orwa-mahmoud/nightshift nightshift.orwamahmoud.com Accountable long-running coding shifts for Cursor, Codex, and Claude Code. Safe autonomy, 61 Codex, OpenCode 1 193 tok
firelock-ai/kin kinlab.ai An open-source code repository and version control system for people and AI agents. Functi 61 Claude Code, Codex, Gemini CLI, OpenCode 3 2,393 tok
yorkeccak/scientific-skills Natural language scientific literature search skills with semantic search over PubMed, arX 61 Claude Code 1 78 tok
watchfire-io/watchfire watchfire.io Better context. Better code. 61 Claude Code 2 1,045 tok
microsoft/Agent365-devTools The Microsoft Agent 365 DevTools CLI is a command-line interface tool designed to streamli 61 Claude Code, GitHub Copilot 13 5,798 tok
clidey/deptrust deptrust is a CLI that checks package versions for known vulnerabilities across npm, PyPI, 61 Claude Code, Codex, OpenCode 3 1,309 tok
northgraindata/dbt-doctor dbt-doctor.northgraindata.com Static analysis and health checks for dbt projects. Find missing docs, missing tests, sche 61 Claude Code, Codex, OpenCode 2 254 tok
daryllabar/XrmUnitTest Xrm Unit Testing Framework With "In Memory" CRM server 61 GitHub Copilot, Cursor 2 1,140 tok
r-lib/pkgload pkgload.r-lib.org Simulate installing and loading a package 61 Claude Code, Codex, OpenCode 4 1,253 tok
contentful/contentful-mcp-server MCP (Model Context Protocol) server for the Contentful Management API 60 Codex, OpenCode 1 868 tok
jshmllr/tokyn tokyn.design Opinionated UI design for AI and implementation playbook focused on interaction finesse, t 60 Claude Code 23
hAcKlyc/cameo cameo.ink An image-first canvas for your local Codex agent. 60 Claude Code, Codex, OpenCode 2 7,218 tok
ryanthedev/oberskills Discipline plugins for Claude Code — prompt engineering, agent dispatch, writing, and sear 60 Claude Code 1 1,260 tok
leochiu-a/universal-agents leochiu-a.github.io The Lightest Shared Standard for AI Agents 60 Claude Code, Codex, OpenCode 2 610 tok
lanegrid/agtrace See What Your AI Agent Is Actually Doing 60 Claude Code, Codex, OpenCode 6 1,438 tok
Benboerba620/daily-watchlist AI-powered stock watchlist and daily market report workflow for Claude Code. Track movers, 60 Claude Code 6 324 tok
dgalarza/claude-code-workflows Personal collection of Claude Code workflows 60 Claude Code 1 860 tok
isdaniel/mcp_weather_server A Model Context Protocol (MCP) server that provides weather information using the Open-Met 60 Claude Code 3
Dicklesworthstone/remote_compilation_helper Intercepts cargo/gcc builds from AI coding agents via hooks and transparently routes them 60 Claude Code, Codex, OpenCode 3 10,118 tok
sui-ni2/personal-ai-os A privacy-first, provider-neutral personal AI workbench with chat, memory, auditable tools 60 Codex, OpenCode 1 747 tok
Linked-API/linkedin-cli linkedincli.com AI-agent-friendly CLI for controlling LinkedIn accounts and retrieving real-time data. 60 Claude Code 1 732 tok
ahmetb/Iris Webcam mirror window for macOS 60 Claude Code, Codex, OpenCode 2 1,284 tok
vincentchen2026/claude-code-java 60 Claude Code 1 6,371 tok
ginoleeswan/hero mythique-wiki.vercel.app A superhero encyclopaedia made in React Native. Pulls from the SuperHeroAPI & ComicVine AP 60 Claude Code 2 5,246 tok
xakpc/anymcp-io anymcp.net A catalog of single-file MCP servers for .NET 10 60 Claude Code 1 1,089 tok
Xueheng-Li/sysu-awesome-cc A collection of Claude Code plugins and tools jointly contributed and maintained by teache 60 Claude Code 1 272 tok
yzstory/pomeloclaw An intelligent assistant based on DeepAgentsJS, inspired by OpenClaw's design philosophy. 60 Claude Code, Codex 1
hakilee/oh-my-free-models Route your coding agent to the fastest free LLM in real time. 60 Claude Code, Codex, OpenCode 2 1,348 tok
StudyDrift/lextures lextures.com The learning environment that adapts. 60 Claude Code, Codex, OpenCode 13 2,194 tok
git-meta/git-meta git-meta.com git metadata spec and poc 60 Claude Code, Codex, OpenCode 2 1,307 tok
OpenUploading/CogniFold arxiv.org An exploration to always on proactive memory. Design Philosophy — "imperfection by design" 60 Claude Code 2
tjdrhs90/flutter-flame-harness Idea-to-store harness for Flutter/Flame games 60 Claude Code 1 864 tok
ykdojo/paper-search Claude Code plugin for searching 250M+ academic papers via OpenAlex. Search by keyword, lo 60 Claude Code 1 146 tok
microsoft/PowerPlatform-DataverseClient-Python 60 Claude Code 2
alexlenk/ecowitt_local Home Assistant custom integration for Ecowitt weather stations via local web interface 60 Claude Code 1 9,707 tok
smsharma/clax Differentiable Boltzmann solver for cosmology in JAX 60 Claude Code 1 5,537 tok
sysnet4admin/SSF SSF: Super Simple & Fast Kubernetes Learning Course | Vanilla K8s & GKE | CI/CD, GitOps, M 60 Claude Code, Codex, OpenCode 2 1,830 tok
auxten/clickmem Agent memory built on chDB(ClickHouse embedded) 60 Claude Code, Codex, OpenCode 1 1,104 tok
vichhka-git/opencode-shannon-plugin AI Penetration Testing Plugin for OpenCode — Autonomous pentesting with 600+ Kali Linux t 60 Codex, OpenCode 1 1,881 tok
arcaputo3/mcp-server-whisper An MCP Server for audio transcription using OpenAI 60 Claude Code 1 432 tok
zircote/rlm-rs zircote.com Rust CLI implementing the Recursive Language Model (RLM) pattern for Claude Code. Process 60 Claude Code, Codex, GitHub Copilot 8 2,974 tok
AgriciDaniel/claude-code-essentials-vs-code agricidaniel.com 🚀 Claude Code & VS Code essentials — complete setup guide, extensions, slash commands, sk 60 Claude Code 1 179 tok
loiane/specs-driven-development-spring-angular Spec-Driven Development toolkit for Spring Boot 4 — tri-platform workflow (Claude Code · G 60 Claude Code, GitHub Copilot 9 2,718 tok
wildanniam/GitHub-Profile-Console Create an animated GitHub Profile README from a transparent portrait and structured profil 60 Codex, OpenCode 1 244 tok
SiriusNEO/StarAgent Lightweight agent multiplexer, all in one Web dashboard 60 Claude Code, Codex 2