How real projects configure their agents

44,817 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 agents8,442Claude Code6,875Data and AI3,584Git and workflow3,574Backend and APIs3,550Languages3,468Planning3,315Code review2,876Testing2,653DevOps and cloud2,462Writing and docs2,461Memory and context2,373Research2,315Frontend2,301Security2,167Project management1,944

All Claude Code32,436 Codex24,692 OpenCode23,614 GitHub Copilot3,700 Gemini CLI2,016 Cursor1,769 Windsurf202 Kiro113

Project Stars Configures Files Always loaded
saltbo/agent-kanban agent-kanban.dev An agent-first task board, Take human out of the loop. 496 Claude Code, Codex, OpenCode 6 643 tok
agent-next/polymarket-paper-trader polymarket-leaderboard.com Paper trading simulator for Polymarket 496 Claude Code, Codex, OpenCode 3 1,272 tok
superserve-ai/superserve superserve.ai Sandbox infrastructure for AI Agents 496 Claude Code 1 1,697 tok
temm1e-labs/temm1e temm1e.com One of the ground zero for AGI, maybe, probably. Free and Open Source forever and ever! 495 Claude Code 1 2,378 tok
0xnyn/canary QA harness built for Claude Code | E2E testing with screen recordings, console logs, netwo 495 Claude Code, Codex, OpenCode 2 1,661 tok
tonbistudio/hermes-multi-agent-workflow 495 Codex, OpenCode 1 1,473 tok
haoruilee/awesome-agent-native-services theagentnative.com A curated list of agent-native services and infrastructure for AI agents: email, browsers, 495 Codex, Cursor, OpenCode 2 2,014 tok
ankitvgupta/exo exo.email Claude Code for your Inbox 494 Claude Code 8 7,393 tok
allgpt-co/QuickVoice quickvoice.co Open-source, self-hostable platform for building and operating AI phone agents. 494 Claude Code, Codex 66 —
text2future/flowix Notes for you, Memory for your agents. / Built-in Deepseek harness Agent / Suitable for of 494 Claude Code, Codex, OpenCode 2 7,598 tok
Horace-Maxwell/horosa-skill Give your AI a locally hosted metaphysics expert: calculate all 92 divination and astrolog 494 Claude Code, GitHub Copilot, Gemini CLI 3 2,087 tok
mapequation/infomap mapequation.org Multi-level network clustering based on the Map Equation 493 Codex, OpenCode 1 3,424 tok
aj-geddes/claude-code-bmad-skills BMAD Method skills for Claude Code - Auto-detection, Memory integration, Slash commands. T 493 Claude Code 1 1,487 tok
umputun/cc-thingz various things for claude code 493 Claude Code 1 1,413 tok
datawhalechina/learn-world-model datawhalechina.github.io Learn everything about world model 493 Claude Code 1 1,319 tok
aiblueprinthq/ai-blueprint ai-blueprint.dev A file-backed, spec-driven AI coding workflow framework for building real software while s 493 Claude Code, Codex, OpenCode 23 1,184 tok
floodtide/dom-docx dom-docx.com Convert semantic HTML fragments to native, editable Word documents (OOXML) 492 Codex, OpenCode 1 4,041 tok
claude-world/notebooklm-skill youtu.be NotebookLM does the research, Claude writes the content. Research → Synthesis → Content Cr 492 Codex, GitHub Copilot, OpenCode 2 990 tok
ArisGuimera/MobiAI-Core 492 Claude Code, Codex, Gemini CLI, OpenCode 3 199 tok
zhuyansen/agent-skills-hub agentskillshub.top AgentSkillsHub (agentskillshub.top) — security-graded directory of open-source Claude skil 492 Claude Code 6 2,570 tok
IvanWng97/pixtuoid pixtuoid.dev Terminal pixel-art office for AI coding agents 491 Claude Code, Codex, GitHub Copilot, OpenCode 7 4,804 tok
AEON-7/Qwen3.6-27B-AEON-Ultimate-Uncensored-DFlash huggingface.co Fully uncensored, capability-enhanced abliteration of Qwen3.6-27B. NVFP4 + z-lab DFlash sp 491 Codex, OpenCode 1 13,583 tok
microsoft/conductor A CLI tool for defining and running multi-agent workflows with the GitHub Copilot SDK and 491 Claude Code, Codex, OpenCode 2 1,634 tok
sybrew/the-seo-framework theseoframework.com The SEO Framework plugin for WordPress 491 GitHub Copilot 6 7,710 tok
exon-research/genomi genomiagent.com Local-first, open-source Claude Science alternative, before Claude Science is a thing. Tur 490 Claude Code, Codex, OpenCode 2 5,828 tok
GoPlusSecurity/agentguard Security guard for AI agents — blocks malicious skills, prevents data leaks, protects secr 490 Claude Code 1 340 tok
secondsky/sap-skills sap-ai-skills.com Production-ready plugins for SAP development with AI coding assistants — BTP, CAP, Fiori, 490 Claude Code, Codex, OpenCode 2 2,798 tok
paritytech/subxt Interact with Substrate based nodes in Rust or WebAssembly 490 Claude Code 1 —
hyperledger-iroha/iroha docs.iroha.tech Iroha: A cutting-edge, enterprise-grade decentralized ledger 490 Codex, Gemini CLI, OpenCode 2 4,455 tok
SuperJJ007/CSSwitch Connect your own API to Claude Science with one click: DeepSeek / Qwen / Zhipu GLM / Kimi 489 Claude Code, Codex, OpenCode 5 734 tok
cablate/mcp-google-map npmjs.com 18 Google Maps tools and 3 Agent Skills for place search, routes, travel planning, and loc 489 Claude Code 2 392 tok
leancoderkavy/premiere-pro-mcp premiere-pro-mcp.com Adobe Premiere Pro MCP — independent, local-first server for supported workflows. Connect 489 Claude Code, Codex, GitHub Copilot, Gemini CLI, OpenCode, Windsurf 9 4,050 tok
claude-did-this/claude-hub A webhook service that connects Claude Code to GitHub repositories, enabling AI-powered 489 Claude Code 1 3,304 tok
ag-grid/ag-charts charts.ag-grid.com AG Charts is a fully-featured and highly customizable JavaScript charting library. The pro 489 Claude Code, Codex, OpenCode 9 1,957 tok
daloopa/investing 488 Claude Code 25 1,653 tok
PallasBot/Pallas-Bot pallasbot.github.io Arknights Pallas Bot 488 Codex, OpenCode 1 5,664 tok
angelnicolasc/graymatter graymatter.nickcerutti.workers.dev 30 sec to give your AI agents persistent memory. Reduce 90% token consumption while also m 488 Claude Code, Codex, OpenCode 2 2,408 tok
xr843/Master-skill fojin.app FoJin-powered Buddhist AI persona framework — source-grounded, boundary-aware, fidelity-te 488 Gemini CLI 1 19 tok
OpenDrone-hw/OpenRX opendrone.be OpenRX open-source ExpressLRS receiver family hub; board sources live in four dedicated ha 488 Codex, OpenCode 1 1,126 tok
dnknth/ldap-ui Minimalistic web frontend for OpenLDAP 488 Codex, OpenCode 1 2,240 tok
sunchaokun/PPT-Design-Skill sunchaokun.github.io Precision PPT design skill for OpenCode/Claude Code/Codex, with 40,000+ styles, pixel-perf 486 Claude Code, Codex, OpenCode 2 581 tok
r3bl-org/r3bl-open-core r3bl.com Fully async Rust TUI engine 🦀. For powering AI/LLM coding agents, Cloud/SSH workflows & i 486 Claude Code, Codex, OpenCode 26 9,787 tok
lllllllama/RigorPilot-Skills README-first research reproduction skills with bounded execution, auditable evidence, and 486 Codex, OpenCode 1 831 tok
ethpandaops/ethereum-package A Kurtosis package that deploys a private, portable, and modular Ethereum devnet 486 Claude Code 1 —
intoolswetrust/jsignpdf jsignpdf.eu Cross-platform PDF digital signing tool. JavaFX desktop UI with drag-to-place visible sign 486 Codex, OpenCode 1 3,573 tok
scunning1975/MixtapeTools Tools for coding, teaching, and presentations with AI assistance 486 Claude Code 11 —
realopslabs/kubeledger kubeledger.io System of Record for Kubernetes cost accounting: per-namespace CPU, memory and GPU usage, 486 Claude Code 1 1,092 tok
instructure/instructure-ui instructure.design A UI Component Library made by Instructure, Inc. 486 Claude Code 9 1,459 tok
taovc/pr-cockpit Local AI PR workbench — Claude/Codex review in isolated git worktrees, human-gated GitHub 485 Claude Code, Codex, OpenCode 1 7,395 tok
Merit-Systems/OpenInstinct openinstinct.sh iMessage personal assistant + password vault 484 Claude Code, Codex, OpenCode 2 1,532 tok