How real projects configure their agents

43,636 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 agents7,571Claude Code6,627Data and AI3,684Backend and APIs3,492Languages3,401Planning3,221Git and workflow3,179Code review2,740Testing2,368Memory and context2,365Writing and docs2,309DevOps and cloud2,308Research2,298Frontend2,256Security2,015Productivity1,715

All Claude Code31,984 Codex23,196 OpenCode22,145 GitHub Copilot3,551 Gemini CLI1,917 Cursor1,736 Windsurf133 Kiro79

Project Stars Configures Files Always loaded
superops-team/okf Open Knowledge Format - AI Agent project-level knowledge base 25 Codex, OpenCode 1 2,221 tok
Ikaleio/patchright-mcp 25 Codex, OpenCode 1 307 tok
isiahw1/mcp-server-bing-webmaster MCP server providing access to Bing Webmaster Tools API endpoints for SEO management and a 25 Claude Code 1 2,320 tok
nitin27may/e-commerce-agents nitinksingh.com 6 specialized AI agents collaborating via A2A protocol to power e-commerce — product disco 25 Claude Code, Codex, OpenCode 9 5,021 tok
felipefontoura/pi-sdd-kit felipefontoura.com Spec-Driven Development skill pack for the Pi coding agent: steering docs, .status gates, 25 Claude Code, Codex, OpenCode 2 1,921 tok
Freespirits/social-auto-engine Multi-channel social media platform. Manage Facebook, Instagram, LinkedIn, TikTok, and X f 25 Claude Code 1 2,080 tok
GSA-TTS/agentic-coding-playbook Practical, tool-agnostic playbook for federal employees building software with AI coding a 25 Claude Code, Codex, OpenCode 13 11,187 tok
ctxpipe-ai/ctxpipe ctxpipe.ai Self-learning context infrastructure for AI engineering agents. Connect repos, docs, and t 25 Claude Code, Codex, Cursor, OpenCode 53 6,813 tok
iannuttall/seo-graph Agent-ready SEO for JavaScript — schema.org JSON-LD graph builders, deterministic agent ma 25 Claude Code, Codex, OpenCode 2 21,670 tok
twaldin/harness Unified Python interface for invoking AI coding-agent CLIs (claude-code, opencode, codex, 25 Claude Code, Codex, OpenCode 2 2,120 tok
birgitta410/sensors-cli 25 Claude Code, Codex, OpenCode 8 142 tok
zhouwei713/WorkBuddy-Dream-Skin Community image-driven skin for Tencent WorkBuddy desktop. External CDP injection, fully r 25 Codex, OpenCode 1 826 tok
riseup-oss/mcp Official MCP server for RiseUp — programmatic read-only access to your cashflow data 25 GitHub Copilot 1 1,123 tok
AgentsORG/design-engineering skills.sh A skill graph for design engineering: animation, transitions, taste, typography, color, co 25 Claude Code, Codex, OpenCode 1 3,847 tok
brcampidelli/chimera-agent Open-source AI agent that reasons by blending many AI models, does real work on its own, a 25 Codex, OpenCode 1 960 tok
afrotools/afrotools AI-ready registry of structured API specs for African providers. Powers the Afro.tools MCP 25 Claude Code 1 1,571 tok
AoleiC/ai-mock-trade stock.objie.com Youzi AI · A-share AI research project package: market data queries, AI monitoring, AI mar 25 Claude Code, Codex, OpenCode 2 23,922 tok
mrconter1/vibemathed vibemathed.com Community-curated record of math problems solved by AI - significance rankings, verificati 25 Claude Code, Codex, OpenCode 2 159 tok
ifixai-ai/claude-strike Spec-driven Claude Code, dropped into your repo in one command. 25 Claude Code 1 1,879 tok
Romandredan/1c-quality-gate Quality control for 1C development with Claude Code: standards, OOP principles and pattern 25 Claude Code, Codex, OpenCode 2 5,376 tok
zxc663/shisan-xinuo-workflow Shisan Xinuo Agent workflow: a three-tier runway (L1/L2-S/L2-F), rapid classification usin 25 Claude Code, Codex, OpenCode 1 1,174 tok
jedarden/NEEDLE jedarden.com Headless agent orchestrator with deterministic state machine — processes a bead queue, dis 25 Claude Code, Codex, OpenCode 3 5,393 tok
abubakarsiddik31/skill-manager abubakarsiddik31.github.io Your Claude, Codex, Cursor, and OpenCode skills pile up across 4+ config folders with no w 25 Claude Code, Codex, OpenCode 2 1,316 tok
bimwright/rvt-mcp BIMwright — AI-native Revit MCP server (Revit 2022–2027) 25 Claude Code, Codex, OpenCode 2 6,024 tok
Amey-Thakur/CLAUDE-CERTIFICATIONS amey-thakur.github.io Study guide for all four Anthropic Claude certifications: Associate Foundations (CCAO-F), 25 Claude Code 7
vritser/dsh-emacs An Emacs client for DeepSeek Harness 25 Codex, OpenCode 1 4,508 tok
bakabaka91/claude-baton npmjs.com Never lose context between Claude Code sessions again. Auto-checkpoint, resume, EOD summar 25 Claude Code 13 1,051 tok
corv89/shannot corv89.github.io Human-in-the-loop execution for LLM agents 25 Claude Code 7 950 tok
matteocervelli/llms Centralized LLM configuration and documentation management system. Tools for building skil 25 Claude Code 39 347 tok
geoff-maddock/events-tracker arcane.city CRM and calendar to track events, weekly and monthly series, promoters, artists, producers 25 Claude Code 2 1,137 tok
loonghao/rez-next Experimental Rust rewrite of Rez package manager core components. Not for production use. 25 Claude Code, Codex, Gemini CLI, OpenCode 8 3,986 tok
eiriksgata/wc3-map-ts-template Warcraft III 1.27a TypeScript development template. Users are expected to have general tec 25 Claude Code, Codex, GitHub Copilot, Cursor, OpenCode 8 7,789 tok
tonkeeper/ios 25 Claude Code, Codex, OpenCode 7 1,027 tok
turtton/YtAlarm A simple alarm application using ytdl-android 25 Claude Code, Codex, OpenCode 4 2,273 tok
MaxGhi8/HyperNOs 25 Gemini CLI 1 830 tok
surrealdb/surrealfs Virtual file system for AI agents built on SurrealDB 25 Claude Code, Codex, OpenCode 8 7,724 tok
conorbronsdon/agent-context-os chainofthought.show Portable, evolving context and workflow layer that works across Claude Code, Codex, Hermes 24 Claude Code, Codex, OpenCode 5 2,222 tok
tomcounsell/ai A productive AI coworker that learns, self-improves, and ships work. 24 Claude Code, Codex, OpenCode 9 4,261 tok
Walvez/dsh-codex-sync npmjs.com The ultimate 2-way bridge between OpenAI Codex and DSH: bidirectional chat sync, live Skil 24 Codex, OpenCode 1 666 tok
egorfedorov/Soloboard egorfedorov.github.io SoloBoard - Autonomous development orchestrator for Claude Code. 24 Claude Code 1 2,342 tok
Kaminoikari/product-playbook npmjs.com World-class product planning AI skill for Claude Code — 22 PM frameworks, 6 modes, 6 langu 24 Claude Code 1 196 tok
allsmog/vuln-scout AI-powered whitebox penetration testing plugin for Claude Code. 9 languages, 22 skills, 7 24 Claude Code, Codex, OpenCode 2 1,307 tok
abdulrbasit/job-hunter Automate your job search — find listings, score fit, tailor your resume, and draft cover l 24 Claude Code, Codex, Gemini CLI, OpenCode 8 1,105 tok
Koomook/claude-skill-youtube-kr-subtitle Claude Code skill for automatically adding Korean subtitles to YouTube videos with context 24 Claude Code 1 352 tok
krzemienski/claude-code-builder AI-powered Python CLI tool that automates the entire software development lifecycle using 24 Claude Code 1 1,452 tok
exmergo/dex exmergo.com Dex is the agent-native analytics engineering toolkit. Point it at your warehouse and your 24 Codex, GitHub Copilot, OpenCode 2 15,031 tok
andyzengmath/quantum-loop Spec-driven autonomous development loop for Claude Code. Combines structured PRD generatio 24 Claude Code 1 6,660 tok
Xiaofan629/vibe-studio bilibili.com Vibe Studio is a desktop AI development workspace for local code repositories. It integrat 24 Claude Code 1 2,796 tok
connerohnesorge/claude-agent-sdk-go Claude agent sdk for Go(lang) 24 Claude Code, Codex, Cursor, OpenCode 22 6,267 tok
ammawla/encode-toolkit MCP server and Claude Plugin for a full ENCODE Project genomic data and analysis toolkit — 24 Claude Code 2 2,387 tok