How real projects configure their agents

31,994 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 agents7,670Claude Code6,650Data and AI3,673Backend and APIs3,507Languages3,392Planning3,227Git and workflow3,211Code review2,744Testing2,385Memory and context2,367Writing and docs2,330DevOps and cloud2,314Research2,288Frontend2,261Security2,032Productivity1,722

All Claude Code31,994 Codex23,359 OpenCode22,302 GitHub Copilot3,560 Gemini CLI1,917 Cursor1,740 Windsurf142 Kiro82

Project Stars Configures Files Always loaded
hamzaamjad/cursor-rules A collection of cognitive enhancement rules and methodologies for AI-assisted development 2 Claude Code, Codex, Gemini CLI, OpenCode 3 1,363 tok
JhonPrFer/MATC84---Project-Ufbank 2 Claude Code 1 1,867 tok
gleicon/borescope Borescope is a static call-path engine. It does in you repo what profile and flamegraph to 2 Claude Code 1 956 tok
Infatoshi/cereaper Cereaper — native macOS desktop agent. Grounded AX computer-use + multimodal Gemma 4 verif 2 Claude Code, Codex, OpenCode 2 2,397 tok
pomagrenate/ice_age ⚡ Universal IDE plugin & proxy that cuts LLM token consumption by up to 70% using determin 2 Claude Code, Codex, GitHub Copilot, Cursor, Gemini CLI, OpenCode 5 3,395 tok
wtalaat78/Blue-Team-Skills 2 Claude Code, Codex, GitHub Copilot, Cursor, OpenCode, Windsurf 7 2,557 tok
samarsinghal/context-extraction-workflows A step-by-step workflow for extracting organizational standards from scattered artifacts i 2 Claude Code, Codex, OpenCode 2 191 tok
SundaraSwani/memory-graph Reusable Agentic Workflow for persistent memory for Cursor and Graphify for connected node 2 Claude Code, Codex, GitHub Copilot, OpenCode 10 1,118 tok
zyx379/zoehis_workflow His top development paradigm 2 Claude Code, Codex, OpenCode 2 938 tok
cyborg1367/educational-crm 2 Claude Code 1
tad-agentics/RAD-Multi-agent 2 Claude Code, Codex, Cursor, OpenCode 27 2,376 tok
origammi-digital/agents-marketplace Origammi private Claude Code skills marketplace 2 Claude Code, Codex, OpenCode 2 1,953 tok
luccmattos/Product-Arena---Cursor-para-PMs 2 Claude Code, Cursor 7
getlytos/lytos-cli lyt init · lyt board · lyt lint · lyt doctor · lyt start · lyt close 2 Claude Code 1 532 tok
TheThoughtagen/agentsync Seamlessly sync between your AI Coding Agents 🤖. Written in Rust 🦀 2 Claude Code 4 4 tok
Yoshyaes/deckle getdeckle.dev PDF generation API for developers — HTML to pixel-perfect PDFs with one API call 2 Claude Code 1 2,344 tok
technicalpickles/bktide 2 Claude Code, Cursor 4 2,307 tok
krgoodnews/PEDAL pedal.yunsu.dev PEDAL is a AI workflow modeled after the traditional PDCA workflow. 2 Claude Code, Codex, GitHub Copilot, Gemini CLI, OpenCode 3 1,932 tok
matiasconcha11/uber_eats_mcp 2 Claude Code 1 1,956 tok
ObvaneGroup/Fast-Standard Severity classification standard for autonomous hacking and triage agents. Derived from re 2 Claude Code, Codex, OpenCode 2 2,088 tok
rohunvora/cursor-maxxing prmpt-hstry.vercel.app easy way to share entire prompt history, tied to a finished product so people can learn 2 Claude Code 1
fix2015/load-skill 2 Claude Code 1 712 tok
synmux/myriad wonderful stuff which may or may not be of use to anyone else 2 Claude Code, Codex, OpenCode 2 1,497 tok
JanUmansky/startup A framework for orchestrating specialized agents scoped to specific domains of your codeba 2 Claude Code, Cursor 6
burakcanpolat/med-guide AI-powered medical image analysis & clinical assistant. Understands X-rays, CT, MRI, DICOM 2 Claude Code, Codex, OpenCode 5 4,676 tok
tungdtfgw/try-on-starter 2 Claude Code, Cursor 9
phuoctrung-ppt/ai-sdlc-workflow An agentic workflow framework & software development for the Cursor 2 Claude Code, Codex, Cursor, OpenCode 60 3,346 tok
EdwardAF-IT/Personetta Composable YAML roles and recipes for AI coding assistants. Generates and installs tool-na 2 Claude Code 1 276 tok
encoreshao/encore-skills A portable workflow skills library for GitLab teams. Works across Claude Code, Cursor, and 2 Claude Code, Codex, OpenCode 2 950 tok
kurisu-dotto-komu/next-agentic-coding next-agentic-coding.vercel.app Next, Convex, Playwright, and Claude Configs for Agentic Engineering 2 Claude Code 10 828 tok
grandinh/claude-chaos-express Multi-agent orchestration framework with cc-sessions. Some pipelines awaken. This one hung 2 Claude Code 59
kksudo/AgentFS Scaffold your Obsidian vault as a filesystem-based OS for AI agents. Single source of trut 2 Claude Code, Codex, Cursor, OpenCode 3 2,645 tok
auxo-labs/Auxo auxo.wo0.dev Greek goddess of summer, growth, and fertility 2 Claude Code, Codex, OpenCode 2 79 tok
2023Anita/clinical-ai-agent-skills Evidence-first AI agent rules for clinicians using Codex, Claude Code, Cursor, Copilot, an 2 Claude Code, Codex, GitHub Copilot, OpenCode 3 966 tok
mrzroot/agentforge ⚡ The Universal AI Coding Agent Toolkit & OS. Sync rules across Cursor, Claude Code, Winds 2 Claude Code, GitHub Copilot, Cursor 3 789 tok
MeenakshiSundaram-MS/prove-it 2 Claude Code, Codex, GitHub Copilot, OpenCode 2 4,075 tok
RekaWeb3Design/designer-20-starter-system 2 Claude Code, Cursor 21 493 tok
justinz12xd/HACKATON-TAWS dashboard-nu-vert-64.vercel.app Yapa 💰 Agente financiero multi-agente por WhatsApp: registra gastos en lenguaje natural, 2 Claude Code, Codex, GitHub Copilot, Gemini CLI, OpenCode 32 1,982 tok
jxjwilliam/jinyong-finetune-qlora QLoRA fine-tuning of Qwen2.5-7B for Jin Yong–style wuxia generation (Kaggle T4, JSONL SFT) 2 Claude Code, Codex, OpenCode 2 1,892 tok
Jest3r666/kwai-ai-tools kuaishou (kwai) internal AI-ops tools: connectivity checker, claude/cursor rules, skill @k 2 Claude Code 1 398 tok
waynesutton/agent-memory 2 Claude Code, Codex, OpenCode 2 2,501 tok
jakerains/CitrusRules CLI tool to fetch Cursor .mdc rule templates for better AI assistance 2 Claude Code 1 340 tok
joey114132/fable-workflow-skill Fable Workflow — a portable Claude Code / Cursor agent skill that makes any model (Opus, S 2 Claude Code 1 354 tok
omtodkar/librarian AI coding assistant skill for 7 platforms. Turn your project into a searchable knowledge b 2 Claude Code, Codex, GitHub Copilot, Gemini CLI, OpenCode 4 4,194 tok
stlwolf/ai-development-hub Centralized, reusable, and optimized AI prompts and docs for development workflows. 2 Claude Code, Codex, OpenCode 2 2,468 tok
Xclaw-bot/benchmark-task-authoring Claude Code skill: measured laws for authoring hard Terminal-Bench 2 / Harbor benchmark ta 2 Claude Code, Codex, OpenCode 1 6,621 tok
setavenger/agent-skill-set 2 Claude Code, Cursor 23
aizhangdeshuai-cmd/hlskills 2 Claude Code 10
stanveer/Biomedical-Agent-DB-Karpathy A production-oriented foundation for building a biomedical knowledge base for LLM-assisted 2 Claude Code, Codex 2 553 tok
ngochiep30051998/agentic-testcase-generator 2 Claude Code 3 1,131 tok