How real projects configure their agents

31,977 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
cvet/fonline-tla FOnline: The Life After 50 Claude Code, Codex, GitHub Copilot, OpenCode 3 4,507 tok
chafan-dev/chafan-pwa cha.fan PWA for Chafan 50 Claude Code 1 1,250 tok
yasuflatland-lf/liferay-dummy-factory 🏭 Liferay DXP / 7 Dummy data generation portlet 50 Claude Code 1 734 tok
mimilabs/hccinfhir mimilabs.github.io HCC Algorithm that works with FHIR and 837 50 Claude Code 1 8,268 tok
avasol/galadriel-public A self-hosted Claude agent that actually remembers — verbatim memory palace at zero retri 50 Claude Code 1 522 tok
IgniteUI/igniteui-mcp-testbed 50 Claude Code 1 16,891 tok
anjor/coinmarket-mcp-server 50 Claude Code 1 524 tok
StringKe/claudex claudex.space Multi-instance Claude Code manager with intelligent translation proxy. Use Claude Code wit 50 Claude Code 2 1,287 tok
mavka-ai/unit-tests-skills mavka.ai AI agent skills for generating high-quality unit tests — Given-When-Then test cases, JUnit 50 Claude Code, Codex, OpenCode 3 2,623 tok
mulhamna/jira-commands jirac.keton.id Jira toolkit for terminals, coding assistants, and bots. 50 Claude Code, Codex, Gemini CLI, OpenCode 3 2,513 tok
levindixon/tengu_spinner_words 50 Claude Code 1 442 tok
seungmanchoi/react-native-fsd-agent-template React Native + Expo template with Feature-Sliced Design (FSD) architecture and AI Agent Ha 50 Claude Code, Codex, OpenCode 3 18,303 tok
mcp360/mTarsier mcp360.ai mTarsier - The Open Source MCP & Skill Manager for Claude, Cursor, VS Code & any AI client 50 Claude Code, Codex, OpenCode 2 1,591 tok
zscaler/zscaler-mcp-server pypi.org Zscaler Integration MCP Server is a Model Context Protocol (MCP) server designed for manag 50 Claude Code, Gemini CLI 2 39,477 tok
ElliotXie/autozyme autozyme.com Autonomous multi-agent framework to optimize scientific software 50 Claude Code 1 289 tok
Dingent/Dingent ngdc.cncb.ac.cn A lightweight, user-friendly LLM Agent framework focused on simplifying data retrieval app 50 Claude Code, Codex, OpenCode 8 2,740 tok
tenstorrent/tt-studio docs.tenstorrent.com The Tenstorrent Studio (TT-Studio) is an easy to use web interface for running AI models o 50 Claude Code 9 1,571 tok
majesticlabs-dev/majestic-marketplace 50 Claude Code, Codex, OpenCode 9 2,974 tok
imjasonh/imjasonh 50 Claude Code 3 1,060 tok
ricardoherediaj/football-rag-intelligence Football RAG system that generates post match analysis text reports and dashboard visualiz 50 Claude Code 1 1,673 tok
agavra/yuzudraw yuzudraw.com visual ASCII editor for both humans and agents 50 Claude Code, Codex, OpenCode 2 2,287 tok
kimjisub/unipad-android UniPad for Android 50 Claude Code 1 4,174 tok
AmadeusITGroup/ai-primitives-hub amadeusitgroup.github.io VS Code extension for managing, sharing, and installing AI primitives (Agents, Skills, Pro 50 Claude Code, Codex, Kiro, OpenCode 3 1,360 tok
hrygo/hotplex HotPlex — Unified access layer for AI Coding Agent. 50 Claude Code, Codex, OpenCode 8 4,781 tok
Salesably/salesably-marketplace salesably.ai Claude Code plugins for sales and marketing teams. Built by Salesably.ai. 50 Claude Code 1 944 tok
xi-zhao/OpenQuantum Open-source quantum Agent workspace with a desktop client, Web UI, messaging, Qiskit/MCP t 50 Claude Code, Codex, OpenCode 28 3,150 tok
a2aproject/a2a-tck 50 Claude Code, Codex, OpenCode 9 1,476 tok
openscientist-io/openscientist AI co-scientist 50 Claude Code 1 1,566 tok
hiro-o918/rinkaku See the shape of a PR before you read it. 50 Claude Code 1 2,498 tok
congmnguyen/claude-code-wsl2-setup Claude Code WSL2 setup with image paste, notifications, LSP, context-saving hooks, and Cod 50 Claude Code, Codex, OpenCode 2 773 tok
e0ipso/strikethroo strikethroo.canpicasoft.com Task management for AI coding assistants 50 Claude Code, Codex, OpenCode 2 15,017 tok
rigwild/mcp-server-amazon 🛍📦 Unofficial Amazon Model Context Protocol Server (MCP) - Search products and purchase 50 Claude Code 1 628 tok
aimasteracc/tree-sitter-analyzer Cross-language-safe code-intelligence MCP for AI agents: 13 languages, family-gated call g 50 Claude Code, Codex, OpenCode 15 13,493 tok
webmaxru/web-ai-agent-skills A high-quality, auto-updated (but manually reviewed) set of agent skills that covers key W 50 Claude Code, Codex, OpenCode 5 507 tok
rullerzhou-afk/pet-forge A reusable toolkit for building SVG and APNG desktop pets, with route guides, prompt templ 50 Claude Code 1 524 tok
AgriciDaniel/dataforseo-brain agricidaniel.github.io A source-cited operating memory for the entire DataForSEO v3 API. 12 modules, ~200+ endpoi 50 Claude Code, Codex, Gemini CLI, OpenCode 3 408 tok
shaomingchan/whiteboard 50 Claude Code, Codex, OpenCode 2 666 tok
jvogan/a-fable-of-codexes Claude Code skills that make Claude (Fable) the conductor of AI worker fleets: many parall 50 Claude Code, Codex, OpenCode 2 392 tok
hunmer/agent-spaces hunmer.github.io Multi-agent collaboration platform 50 Claude Code, Codex, OpenCode 8 2,056 tok
csml-rpi/AI-CFD-Scientist 50 Claude Code, Codex, OpenCode 2 4,178 tok
shibayu36/slack-explorer-mcp 50 Claude Code 3 1,077 tok
yupoet/aurumq-rl RL stock selection for China A-share — bundled polars-native factor library (105 Alpha101 50 Claude Code, Codex, OpenCode 2 4,000 tok
alphaonedev/ai-memory-mcp alphaonedev.github.io Persistent memory for any AI — MCP server, HTTP API, CLI. Works with Claude, ChatGPT, Grok 50 Claude Code 1
mnott/PAI Personal AI Infrastructure 50 Claude Code 3
generative-computing/mellea-skills-compiler generative-computing.github.io Agent specification certification pipeline — from skill specs to governed, certified Melle 50 Claude Code 12
auth0/agent-skills Auth0 Agent Skills 50 Claude Code, Codex, OpenCode 2 1,869 tok
Zizka-ai/ZizkaDB db.zizka.ai Self-hosted DB for AI agents. Prove why an agent did something , causal lineage (why()), 50 Claude Code, Codex, GitHub Copilot, Cursor, Gemini CLI, OpenCode, Windsurf 8 3,871 tok
ImL1s/resume-skills Offline context handoff between coding agents. Read local histories into fresh sessions; s 50 Claude Code, Codex, OpenCode 1 1,149 tok
ddsyasas/llm-wiki llmwiki.cc Open source local-first knowledge base maintained by an LLM agent. Implements Andrej Karpa 50 Claude Code 1 744 tok
nubbymong/claude-command-center Mission control for Claude Code: run many sessions in parallel with multi-account isolatio 50 Claude Code, Codex, GitHub Copilot, OpenCode 9 5,376 tok