How real projects configure their agents

23,702 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
hakilee/oh-my-free-models Route your coding agent to the fastest free LLM in real time. 64 Claude Code, Codex, OpenCode 2 1,348 tok
RavenResonance/raven-framework raven.computer Framework for building apps on Raven Prism. 64 Claude Code, Codex, OpenCode 2 13,622 tok
starling-browser/starling starlingbrowser.com Managed-first .NET web browser engine, built from primitives 64 Claude Code, Codex, OpenCode 4 6,125 tok
Fadouse/neko-obfuscator neko.turings.org Advanced Java bytecode and native obfuscation toolkit. 64 Codex, OpenCode 1 4,419 tok
alkoleft/v8-runner-rust 64 Codex, OpenCode 1 1,723 tok
hermes-labs-ai/zer0dex hermes-labs.ai A local dual-layer memory pattern for AI agents: a compact, human-readable markdown index 64 Claude Code, Codex, OpenCode 2 308 tok
letmeow/spark-arc-studio An autonomous multi-agent IDE for screenplays🎮 & novels📖. One-click to share web perform 64 Claude Code, Codex, OpenCode 2 13,978 tok
Factory-AI/droid-action Factory's Droid actions 64 Codex, OpenCode 1 1,207 tok
jsoncut/jsoncut-skill AI agent skill for seamless integration with JsonCut, enabling automated creation and edit 64 Claude Code, Codex, OpenCode 2 664 tok
get-convex/agent-skills Convex Skills for Agents 64 Codex, OpenCode 1 556 tok
dearlordylord/huly-mcp huly-mcp.dearlordylord.com Huly MCP and CLI: Feature-complete MCP server and CLI for Huly platform. Intabia partially 64 Claude Code, Codex, OpenCode 4 4,076 tok
TopiCsarno/yapcap Native COSMIC panel applet showing local usage limits for Codex, Claude Code, and Cursor. 64 Claude Code, Codex, OpenCode 2 442 tok
trailofbits/agentcov gcov for what lines of code agents read 64 Claude Code, Codex, OpenCode 2 2,200 tok
antiwork/gumroad-cli CLI for the Gumroad API 64 Claude Code, Codex, OpenCode 2 196 tok
Bredrumb/TomoriBot docs.tomoribot.app A highly customizable personal AI assistant for Discord featuring smart agentic AI feature 64 Claude Code, Codex, OpenCode 4 3,502 tok
everruns/everruns everruns.com Headless durable agentic harness engine. Run durable AI agents reliably and scalably. 64 Claude Code, Codex, OpenCode 12 2,022 tok
flack0x/trendspyg pypi.org Free, maintained Python library + CLI for Google Trends: trending now, plus keyword intere 64 Codex, OpenCode 1 5,196 tok
logly/mureo mureo.io Your local-first AI ad ops crew. Works with Claude Code, Cursor, Codex & Gemini. 64 Claude Code, Codex, OpenCode 3 15,038 tok
IntelligentElectron/universal-netlist Give AI agents the power to read Cadence, Altium, and KiCad designs 64 Claude Code, Codex, OpenCode 5 3,032 tok
mart337i/odoo-skills Agent skills for Odoo addon development and OCA module migration 64 Claude Code, Codex, OpenCode 2 1,273 tok
senna-lang/herdr-agent-usage herdr.dev Context meters, quota tracking, and provider rate limits for agents running in Herdr. 64 Claude Code, Codex, OpenCode 2 789 tok
SoftwareFoundationGroupAtKyotoU/pure-borrow Pure Borrow: Linear Haskell Meets Rust-Style Borrowing 64 Claude Code, Codex, OpenCode 9 7,026 tok
TserenTserenov/FMT-exocortex-template Exocortex template: fork & deploy your AI-powered personal knowledge system with Claude Co 63 Claude Code, Codex, OpenCode 10 7,754 tok
BinaryFroggy/Hopet A macOS desktop AI pet that mirrors your Claude Code & Codex CLI session state in real tim 63 Claude Code, Codex, OpenCode 2 3,108 tok
joby-aviation/noodles.gl noodles.gl A node-based environment for creating bespoke map visuals and animations 63 Claude Code, Codex, OpenCode 3 3,917 tok
hakilee/design-farmer Agent skill that turns design system quality from "best effort" into a repeatable engineer 63 Claude Code, Codex, OpenCode 2 2,753 tok
sahadev/GitMemo gitmemo.kakacut.cn Auto-sync your AI conversations and notes to Git 63 Codex, OpenCode 1 1,011 tok
hitosea/happy-next happy-next.com Mobile, web & Apple Watch client for Claude Code, Codex, Gemini & Qoder — multi-agent orch 63 Claude Code, Codex, OpenCode 6 287 tok
jtmoon79/super-speedy-syslog-searcher Speedily search and merge log messages by datetime 63 Claude Code, Codex, GitHub Copilot, OpenCode 4 1,460 tok
nicepkg/vsync vsync.xiaominglab.com Sync MCP servers, Skills, Agents & Commands across Claude Code, Cursor, OpenCode, Codex. O 63 Claude Code, Codex, OpenCode 21 1,833 tok
wildanniam/GitHub-Profile-Console Create an animated GitHub Profile README from a transparent portrait and structured profil 63 Codex, OpenCode 1 244 tok
typefully/agent-skills AI agent skills for drafting and scheduling social media posts via Typefully 63 Claude Code, Codex, OpenCode 2 1,040 tok
crow-cli/crow-cli MCP based ACP agent 63 Codex, OpenCode 1 9 tok
d4ncboz/technocore Decentralized Ed25519 Cryptographic Identity, Signed Message Bus, and Proof-of-Contributio 63 Codex, OpenCode 1 895 tok
T0mSIlver/localvoxtral Talk to your coding agents by voice. Realtime, fully local macOS dictation that streams wo 63 Claude Code, Codex, OpenCode 4 4,099 tok
saeedkolivand/ai-job-hunter-app aijobhunter.app Local-first AI desktop assistant that scrapes job boards, matches roles to your resume, an 63 Claude Code, Codex, GitHub Copilot, OpenCode 8 4,221 tok
vilkovgr/0dte-strategies AI-Augmented Replication Package: 0DTE Trading Rules — Tail Risk, Implementation, and Tact 63 Claude Code, Codex, OpenCode 2 3,844 tok
solanabr/auditor-skill auditor-attest.vercel.app Claude Code / agentic security skill for Solana programs and software. Full audit-firm lif 63 Claude Code, Codex, OpenCode 1 1,944 tok
joshuadavidthomas/agent-skills A collection of skills for agentic LLM tools 63 Codex, OpenCode 1 284 tok
openscientist-io/openscientist AI co-scientist 63 Claude Code, Codex, OpenCode 2 1,950 tok
rse/ase ase.tools Agentic Software Engineering (ASE) 63 Claude Code, Codex, OpenCode 2 5,697 tok
AdamBien/airails airails.dev AI and LLM conventions for modern Java 25 CLI apps, MicroProfile servers, serverless appli 63 Codex, OpenCode 1 1,372 tok
pedrobalsa/balsa-ui balsa-ui.com Agent-native, open-code Vue/React components with independent palettes, themes, and gradie 63 Codex, OpenCode 1 156 tok
teknovizier/tekla_mcp_server A Tekla Structures MCP server designed to accelerate modeling workflows through tool-based 63 Claude Code, Codex, OpenCode 2 5,600 tok
last9/last9-mcp-server last9.io Last9 MCP Server 63 Claude Code, Codex, OpenCode 2 5,616 tok
zjy1346/OpenThesis openthesis.cc.cd Open-source, model-agnostic AI company research for long-term investors. · An open-source, 63 Codex, OpenCode 1 1,186 tok
Syh1906/openai-compatible-imagegen Standalone Skill and Codex Plugin for OpenAI-compatible image generation, editing, batch w 63 Codex, OpenCode 1 1,260 tok
magic5644/Graph-It-Live magic5644.github.io Graph-It-Live VS Code Extension 63 Claude Code, Codex, GitHub Copilot, OpenCode 3 1,252 tok
Dhairya3391/kari Kari just a tui for getting media from providers and playing it in your media player with 63 Codex, OpenCode 1 717 tok
robzilla1738/Codex-Workflows Workflow-as-code orchestration for Codex 63 Claude Code, Codex, OpenCode 2 1,048 tok