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
open-horizon-labs/ba Lightweight task management for LLMs 10 Claude Code, OpenCode 2 968 tok
Vadiml1024/whisper-speech-to-text 10 Claude Code 1 993 tok
veigap/talksmith Talksmith is a Presenter Agent that helps a human presenter turn raw exploration — article 10 Claude Code 2 7,476 tok
tobert/gpal Gemini agents in an MCP server 10 Claude Code, Codex, Gemini CLI, OpenCode 4 4,011 tok
gokeshenzhen/cov-hunter A comprehensive, closed-loop tool for coverage gap analysis that generates natural-languag 10 Claude Code, Codex, OpenCode 2 1,945 tok
sharmasuraj0123/xo-cowork-api 10 Claude Code, Codex, OpenCode 8 1,209 tok
wxhou/openspec-playwright openspec-playwright.pages.dev OpenSpec + Playwright Test Agents integration for automated E2E verification 10 Claude Code 1 1,829 tok
CsHeng/dot-claude Self-use Claude Code rules / settings / permissions / commands, use claude command to sync 10 Claude Code, Codex, OpenCode 2 211 tok
goldk3y/mastra-system-check Claude Code skill that validates Mastra AI agent projects with 66 checks across configurat 10 Codex, OpenCode 1 9,062 tok
netcanon/netcanon demo.netcanon.net Multi-vendor network config translator — Cisco / Juniper / Fortinet / Aruba / Arista / Mik 10 Codex, OpenCode 1 11,777 tok
dixus/claudeframework claudeframework.vercel.app claude setup for agentic development 10 Claude Code 35 1,724 tok
10x-Anit/10x-Accountability-Coach 10 Claude Code, OpenCode 62 5,088 tok
alienxs2/claude.md_GLOBAL 10 Claude Code 1 574 tok
thejud/claude-history A command-line utility to extract and format conversation history from Claude Code session 10 Claude Code 1 680 tok
Rito-w/claude-code-best-practice-zh Claude Code best practices - Chinese translation 10 Claude Code 55 1,830 tok
iptag/CC Claude Code plugins, skills, agents, etc 10 Claude Code 1 1,040 tok
yiftahb/agsync Agsync is a repo-native control plane for managing skills, MCP servers, secrets, and agent 10 Codex, OpenCode 1 1,135 tok
opennem/openelectricity openelectricity.org.au Open Electricity 10 Claude Code, Codex, Cursor, OpenCode 5 1,017 tok
bsv-blockchain/go-p2p Enterprise-ready P2P networking for BSV blockchain—built on libp2p with DHT 10 Cursor 1 217 tok
adhocteam/cloud-gov-instructions adhocteam.github.io A reusable set of instruction files for AI coding assistants (like GitHub Copilot) that en 10 Claude Code, Codex, GitHub Copilot, OpenCode 9 21,023 tok
lgqyhm2010/loop-goal Discipline skill for long-running agent tasks — recurring loops and run-until-done goals: 10 Codex, GitHub Copilot, OpenCode 2 620 tok
Ven0m0/Scripts Autohotkey scripts to automate tasks or enhance apps 10 Claude Code, Codex, OpenCode 2 967 tok
rolznz/sovereign-brain sovereignbrain.me A local and private sovereign second brain for brainstorming, decision making, working on 10 Codex, OpenCode 1 757 tok
T0ha/camelot Kanban board based coding agents orchestrator based on KISS 10 Claude Code, Codex, OpenCode 4 3,455 tok
YoungLeadersDotTech/young-leaders-tech-marketplace 10 Claude Code, Codex, OpenCode 1 183 tok
RuochenLyu/run-shelf A local macOS script management tool for running, scheduling, and troubleshooting Shell sc 10 Codex, OpenCode 1 206 tok
Yugoxc/privacy-kit-cl npmjs.com Cumplimiento Ley 21.719 (protección de datos, Chile) para sistemas con IA/LLMs: enmascara 10 Codex, OpenCode 1 869 tok
rootsli/claude-quickstart-cn A beginner configuration kit for the Chinese version of Claude, including global, project- 10 Claude Code 6 860 tok
brave-people/Dev-Event-Web dev-event.vercel.app 🎉🎈 Meet us on the Dev Event website! 👉 dev-event.vercel.app 10 Claude Code 1 2,094 tok
MAAP-Project/maap-api-nasa api.maap-project.org NASA Python implementation of the MAAP API specification 10 Claude Code 1 1,008 tok
evmts/guillotine-mini guillotine-mini-docs.vercel.app A tiny and simple EVM. Written in zig 10 Claude Code 3 7,337 tok
edspencer/frameit frameit.dev Makes attractive title cards & thumbnails for videos and open graph images 10 Claude Code 2 5,054 tok
derekprovance/lifeup-mcp MCP Server for Anthropic Claude 10 Claude Code 1 4,838 tok
fuyunzhishang/Pixmind-AI-Agent-SaaS-Template image-prmopt-template.vercel.app 10 Claude Code, Cursor 2 6,573 tok
bq33/HODOR HODOR: The AI-ready Defensive Knowledge Base (DKB) for trust & safety and cybersecurity in 10 Claude Code 2 2,287 tok
jacinthpaul/Claude-Certified-Architect 10 Claude Code 11 1,514 tok
huangjia2019/claude-code-engingeering-EN This repository demonstrates how to use Claude Code to do real engineering work, not just 10 Claude Code 1
elleryfamilia/zerminal A terminal-first development environment for agentic coding 10 Claude Code, Codex, Gemini CLI, OpenCode 3 3 tok
laurelkorwin/claude-onramp Ready-to-use configuration to make Claude Code more accessible to non-engineers 10 Claude Code 5 1,866 tok
mizioandOrg/claude-planner-reviewer-implementer 10 Claude Code 1 257 tok
kmizu/ai-lang A dependently-typed programming language implemented in Python by AI (Claude Code). 10 Claude Code 1 2,063 tok
serithemage/AI-DLC Korean translation of the AI-Driven Development Lifecycle (AI-DLC) methodology 10 Claude Code 1 1,201 tok
SylvainChabaud/spec-to-code-factory Pipeline automatisé Spec-to-Code pour Claude Code. Transforme un requirements.md en projet 10 Claude Code 6 2,500 tok
82deutschmark/arc-explainer arc.markbarney.net ARC-AGI Prize Explainer (Includes ARC-AGI-3!) 10 Claude Code, Codex, OpenCode 10 10,831 tok
qqhard/zero-claw 10 Claude Code 1 1,643 tok
revfactory/unreal-idol revfactory.github.io 10 Claude Code 38 1,477 tok
coherentforge/CambiOS coherentforge.com Zero-trust, capability-based Rust microkernel targeting formal verification. Tri-arch (x86 10 Claude Code, GitHub Copilot 3 18,837 tok
s1ddh-rth/HumanoidClimb-RL This project explores the application of reinforcement learning (RL) to train humanoid rob 10 Claude Code 1 3,185 tok
AllCytes/cc-fundamentals-01-getting-started 10 Claude Code 1
Soul-Brews-Studio/opensource-nat-brain-oracle Oracle Starter Kit - AI consciousness framework 10 Claude Code 7 5,299 tok