How real projects configure their agents

43,652 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 agents7,588Claude Code6,636Data and AI3,676Backend and APIs3,496Languages3,402Planning3,219Git and workflow3,187Code review2,745Testing2,374Memory and context2,364DevOps and cloud2,310Writing and docs2,309Research2,295Frontend2,261Security2,021Productivity1,715

All Claude Code31,998 Codex23,222 OpenCode22,170 GitHub Copilot3,550 Gemini CLI1,918 Cursor1,738 Windsurf137 Kiro80

Project Stars Configures Files Always loaded
dungnotnull/transmission-jitter-reduction-agent-skill 📡🎮 Transmission Jitter Reduction & Real-Time Network Optimization Engine | Production-gr 5 Claude Code 1 2,255 tok
dungnotnull/small-datacenter-airflow-thermal-optimization-agent-skill 🌡️❄️ Small Data Center Airflow & Thermal Engineering Engine | Production-grade Claude Cod 5 Claude Code 1 1,814 tok
akirak/late-stack jingsi.space A personal website built with Effect and TanStack 5 Codex, OpenCode 1 1,142 tok
aligundogdu/bite-ai-dietitian Transform personal nutrition tracking from a generic calorie database into a daily practic 5 Claude Code 1 1,186 tok
skylarhoover-26/Learning-Agent-Repository learning-agent-pearl.vercel.app 5 Claude Code 2 1,375 tok
microgeni/haiku-claude-cli A native Cluade client for Haiku OS 5 Claude Code 2 1,860 tok
s-annam/okfmem okfmem engine — self-maintaining OKF markdown memory (decay + consolidation) for AI coding 5 Claude Code, Codex, OpenCode 7 1,548 tok
global-mysterysnailrevolution/physical-capability-cloud 5 Claude Code, Codex, OpenCode 23 12,222 tok
tdiderich/kazam tdiderich.github.io 5 Claude Code, Codex, OpenCode 2 2,114 tok
dungnotnull/dex-market-manipulation-detector-agent-skill 📊🕵️ DEX Market Manipulation & Wash Trading Detector | Production-grade on-chain forensic 5 Claude Code 1 1,488 tok
TheFamLee/ministryplatform-help-center Markdown mirror of the MinistryPlatform Help Center (help.acst.com) for querying by AI cod 5 Claude Code 1 1,353 tok
ChenyCHENYU/wl-skills-design A Skills package ecosystem for detailed product design, covering requirements design (flow 5 GitHub Copilot 1 644 tok
Spc-jgs/obsidian-kb-skill Cross-platform AI skill that turns any coding agent (Claude Code, Codex, Cursor and more) 5 Claude Code, Codex, OpenCode 2 1,036 tok
AlexanderIstomin/barry-cache Barry Cache remembers your repo 5 Claude Code, Codex, OpenCode 2 2,456 tok
Zenobia0000/cursor-agentic-coding-template 5 Claude Code, Cursor 17 954 tok
bcharleson/crystallized-intelligence A git-native framework for pre-compiling domain expertise into agent-readable knowledge la 5 Codex, OpenCode 1 746 tok
shashankswe2020-ux/backend-pro-max-skill backendpro.cc single repo for all backend distributed system engineering skills 5 Claude Code 2 1,506 tok
ChenyCHENYU/wl-skills-kit A page-generation Skill package distilled from real project scenarios, with template refer 5 GitHub Copilot 1 509 tok
brmbh/wordpress Agentic WordPress starter theme: Bootstrap 5 + Gutenberg + ACF block factory with agent-ag 5 Claude Code, Codex, OpenCode 2 2,184 tok
hatefsystems/search-engine-core hatef.ir Our mission is to forge a more open, reliable, and user-focused future for internet search 5 GitHub Copilot 12 4,389 tok
benrben/MPGA 5 Claude Code 2
bcorfman/arcadeactions pypi.org Clear, condition‑driven motion and behavior orchestration for Arcade projects. 5 Codex, OpenCode 1 242 tok
m3taz-ahmed/ai-globals Global AI rules and tech stack definitions 5 Claude Code, Codex, GitHub Copilot, OpenCode, Windsurf 10 4,616 tok
quaylabshq/browserops MCP server that drives your live Chrome with observation-verified actions and procedure me 5 Claude Code, Codex, OpenCode 2 4,730 tok
huahua0601/ses-sender ses-sender 5 Claude Code, Codex, OpenCode 2 3,309 tok
clerk/protect-cli Clerk's command line tool (Early Access) 5 Claude Code 1 3,027 tok
whatsforlunch99/openFund-AI 5 Claude Code, Cursor 29
JoeSangAI/nano-banana-ppt 5 Claude Code 1 1,418 tok
Principle-Labs/Corivo corivo.ai A memory companion that lives in your AI workflow 5 Claude Code, Codex, OpenCode 2 4,843 tok
egedursun/clawtfup Open claws. Closed loopholes. 5 Claude Code, Codex, OpenCode 5 969 tok
oh-my-engine/oh-my-engine oh-my-engine 5 Claude Code, OpenCode 48
shamimfahad/adlc-toolkit A spec-driven pipeline that makes building with AI fast, accountable, and cumulative. 5 GitHub Copilot 1 762 tok
TRANZACT/tempo-filler-mcp-server MCP server for managing Worklogs in in JIRA 5 Claude Code 2
skspade/mcp-linear-server A repository for MCP server to connect to Linear 5 Claude Code 1 280 tok
Hertwill/hw-mcp hertwill.com 5 Claude Code 1 6,105 tok
dbjpanda/dashboard-starter 5 Claude Code, Codex 3
crypticsaiyan/githubwrapped github-wrapped-unique123.southeastasia.azurecontainer.io GitHub Wrapped: pulls your public GitHub activity, distills it into standout stats and ach 5 Claude Code, Codex, Cursor, OpenCode 6 4,788 tok
zsutxz/ClaudeLearning Learn Claude 5 Claude Code 2 1,534 tok
9elements/CroPDUster Open source firmware for the Argus PDU 5 Claude Code 1 2,945 tok
wricardo/json2tmux Creates tmux sessions based on json 5 Claude Code 1 485 tok
boparaiamrit/skills-by-amrit An agentic skills framework that makes AI coding assistants think like senior staff engine 5 Claude Code, Gemini CLI 2 6,417 tok
cubixgg/cloud-minestom A full Cloud v2 command framework integration for Minestom. 5 Claude Code 4 2,002 tok
zm1990s/kb-agent 5 Claude Code 1 2,751 tok
paritytech/playground-cli docs.polkadot.com Command-line tooling for creating, building and deploying applications with Polkadot Playg 5 Claude Code, Codex, OpenCode 2 20,147 tok
SeregaSrayk/joyreactorDownloader 5 Claude Code 1 4,127 tok
thiagofmaranhao/tech-toolkit linkedin.com Engineering artifacts from production — templates, prompts, and examples across AI, distri 5 Claude Code 1 719 tok
jain777/jobclaw-skills Open-source Claude Code skills that run your entire job hunt — search, fit scoring, tailor 5 Claude Code, Codex, OpenCode 2 1,899 tok
nechmads/expo52_starter_project 5 Cursor 1 1,062 tok
GuillaumeDesforges/claude-ai-project-starter A batteries-included template for building projects with AI as a core team member 5 Claude Code 1 309 tok
marc0der/reveng 5 Claude Code 1 212 tok