How real projects configure their agents

24,785 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 agents8,489Claude Code6,881Git and workflow3,605Data and AI3,580Backend and APIs3,556Languages3,486Planning3,323Code review2,893Testing2,681Writing and docs2,477DevOps and cloud2,477Memory and context2,375Research2,318Frontend2,308Security2,170Project management1,960

All Claude Code32,505 Codex24,785 OpenCode23,702 GitHub Copilot3,719 Gemini CLI2,034 Cursor1,771 Windsurf202 Kiro114

Project Stars Configures Files Always loaded
ryanlyn/readwise-skill Agent Skill and CLI for Readwise + Reader 26 Claude Code, Codex, OpenCode 2 639 tok
KaminDeng/agent_notifier 26 Claude Code, Codex, OpenCode 2 33 tok
vibesolve/vibesolve vibesolve.ai Convert plain-English problem description into a Timefold solver prototype 26 Claude Code, Codex, OpenCode 2 1,571 tok
qauth-labs/qauth qauth.dev Open-source identity for the agent era: an OAuth 2.1 and OpenID Connect server for apps, M 26 Claude Code, Codex, OpenCode 30 1,944 tok
lensapp/openshell-k8s-operator OpenShell Kubernetes Operator 26 Claude Code, Codex, OpenCode 2 832 tok
t0moon/competitorsmart 26 Codex, OpenCode 1 2,760 tok
hoangsonww/PetSwipe-Match-App petswipe.vercel.app 🐻 A Tinder-inspired pet adoption app where you swipe to navigate, “adopt”, or “pass” on s 26 Claude Code, Codex, OpenCode 19 4,524 tok
VaIOReTto1/Novel A Jinjiang Literature-style novel app built with Kotlin and React Native 26 Codex, OpenCode 1 1,086 tok
Netie-AI/OpenHBM An open-source, JEDEC JESD270-4A-compliant HBM4 memory subsystem (controller + PHY-shim + 26 Claude Code, Codex, OpenCode 2 4,670 tok
SalvatoreSorvillo/Valutio Net Worth and Tax Tracker 26 Codex, OpenCode 1 242 tok
opentrawl/opentrawl Local-first crawlers for your digital life. One CLI, one Mac app, agent-searchable archive 26 Codex, OpenCode 1 4,195 tok
zhinianqin/marlin_v100 marlin_v100 is a minimal standalone Marlin development workspace extracted from the vLLM m 26 Codex, OpenCode 1 1,625 tok
elle-lisp/elle Modern rust-native lisp with fibers, signals, capabilities, jit, and more... 26 Codex, OpenCode 1 4,388 tok
sorahjy/financial-analysis Some personal financial indicator analysis tools 26 Codex, OpenCode 1 3,479 tok
Mrbaeksang/korea-stock-analyzer-mcp Remote MCP server for Korean stock analysis — real DART filings, KRX quotes, conservative 26 Codex, OpenCode 1 736 tok
allcolor/PawFlow-Agents pawflow.allcolor.org PawFlow (Platform for Agentic Workflows) Self-hosted agent runtime for real infrastructure 26 Claude Code, Codex, OpenCode 2 970 tok
managedcode/dotPilot dotpilot.managed-code.com Local-first desktop control plane for AI agents: embedded Orleans host inside the Uno app, 26 Claude Code, Codex, OpenCode 66 9,540 tok
jaimevalasek/aioson AI operating framework for hyper-personalized software. 26 Claude Code, Codex, Gemini CLI, OpenCode 59 1,860 tok
NeoLabs-Systems/NeoAgent neolabs-systems.github.io Self-hosted AI agent for automation, messaging, tools, integrations, and device control. 26 Claude Code, Codex, OpenCode 2 96 tok
StanfordSpezi/SpeziVibe spezivibe.com AI-enabled toolkit for building cross-platform digital health apps 26 Claude Code, Codex, OpenCode 2 594 tok
LienJack/learn-agent blog.lienjack.com A technical knowledge base for learning AI Agents, Claude Code internals, databases, Redis 26 Codex, OpenCode 1 882 tok
electricsheephq/WorldOS worldos.dev WorldOS - Simulate worlds. Evolve games. Free for personal/non-commercial use. 26 Claude Code, Codex, OpenCode 8 1,840 tok
microsoft/Hosted_Agents_Workshop_dotNET Build your first Microsoft Foundry hosted agent with this hands-on .NET 10 workshop, cover 26 Codex, OpenCode 1 474 tok
DUBSOpenHub/dark-factory dubsopenhub.github.io 🏭 Agentic dark factory for AI building with sealed-envelope testing 26 Codex, GitHub Copilot, OpenCode 2 2,297 tok
Rai220/my-health-public Personal health record system in Markdown with AI assistant support 26 Codex, OpenCode 1 3,431 tok
vitotafuni/bemyagent BEMYAGENT is a lightweight, self-bootstrapping protocol designed to initialize AI-assisted 26 Codex, OpenCode 1 16 tok
AyobamiH/openclaw-operator ayobamih.github.io Self-hosted AI operations control plane built on OpenClaw. 26 Codex, GitHub Copilot, OpenCode 2 2,256 tok
DeprecatedLuke/oh-my-singularity A task based orchestration TUI for oh-my-pi agent harness enabling highly parallel agentic 26 Codex, OpenCode 1 3,633 tok
Leobai03/tc leobai825.icu TC Tian Ce startup problem-solving system: first turns messy narratives into the real prob 26 Codex, OpenCode 1 531 tok
WizTheAgent/IronMesh ironmesh.org Local-first, end-to-end encrypted agent-to-agent mesh protocol. Zero-config LAN + LoRa. Ru 26 Codex, OpenCode 1 1,853 tok
deeheber/job-search-agent An agent built with Strands deployed to Amazon Bedrock AgentCore to aid in the job hunt 26 Claude Code, Codex, OpenCode 2 126 tok
hyqibot/claude-code-token-free Claude Code with Token-free Plan. A Claude Code build repaired from the source leaked fro 26 Codex, GitHub Copilot, OpenCode 2 3,441 tok
maximskorohod/memohood Dialogue memory for AI agents (hermes plugin): auto-recall of facts across sessions, LLM f 26 Codex, OpenCode 1 1,318 tok
fserg/1c-lsp-mcp-skill Cross-platform launcher manager and MCP bridge for multiple bsl-language-server instances 26 Claude Code, Codex 2 2,372 tok
rehiy/isrvd isrvd.rehiy.com All-in-one server management tool built with Go + Vue 3, providing full-stack operations c 26 Codex, OpenCode 1 10,311 tok
joelhooks/atproto-agent-network ⚡ AT Protocol concepts on Cloudflare primitives — decentralized agent identity, memory, an 26 Claude Code, Codex, OpenCode 11 3,740 tok
shangyankeji/zhixun xiaoguan.syhub.net An AI-driven system for cultivating top salespeople and helping socially anxious people de 26 Codex, OpenCode 1 3,092 tok
eduardocornelsen/full-funnel-ai-analytics Full-Funnel AI Marketing Analytics. A modern data stack powered by dbt MetricFlow and MCP. 26 Claude Code, Codex, OpenCode 8 4,376 tok
upex-galaxy/agentic-qa-boilerplate upex-galaxy.github.io Agentic QA boilerplate built on Playwright + KATA + TypeScript. Multi-agent skills followi 26 Claude Code, Codex, OpenCode 6 5,137 tok
DarrenBenson/sdlc-studio Claude Code skill for managing the full software development lifecycle 26 Claude Code, Codex, OpenCode 2 1,852 tok
getsentry/sentry-agent-skills 26 Codex, OpenCode 1 1,546 tok
iannuttall/seo-graph Agent-ready SEO for JavaScript — schema.org JSON-LD graph builders, deterministic agent ma 26 Claude Code, Codex, OpenCode 2 21,736 tok
cyril0124/verilua cyril0124.github.io Verilua: An Open Source Versatile Framework for Efficient Hardware Verification and Analys 26 Claude Code, Codex, OpenCode 3 3,347 tok
sambitcreate/Swift-Foundation-Models-Skills A collection of Agent Skills for building iOS/macOS applications with Apple's Foundation M 26 Codex, OpenCode 1 1,534 tok
srwang0506/HatchPet-CapybaraLulu A lively Capybara Lulu desktop pet for Codex, with smooth expressive animation, task-aware 26 Claude Code, Codex, OpenCode 2 371 tok
Alignbase/filegrc filegrc.com Git & file-based SOC 2 26 Codex, OpenCode 1 4,998 tok
sean-galloway/RTLDesignSherpa sean-galloway.github.io This site is hopefully a springboard for others to learn about coding in System Verilog an 26 Claude Code, Codex, OpenCode 34 5,252 tok
eunsanMountain/atlassian-skills pypi.org Token-efficient CLI for Atlassian Server/DC (Jira, Confluence, Bitbucket) — drop-in altern 26 Claude Code, Codex, OpenCode 2 2,007 tok
rxdt/loopgate_harness A repo-native coding-agent loop harness for Claude, Codex, Copilot, and other CLI agents. 26 Codex, OpenCode 1 789 tok
remyxai/outrider studio.remyx.ai Coding-agent harness for continuous contribution — discovers, implements & validates your 26 Claude Code, Codex, GitHub Copilot, OpenCode 10 2,562 tok