How real projects configure their agents

22,109 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 agents7,557Claude Code6,620Data and AI3,682Backend and APIs3,496Languages3,401Planning3,217Git and workflow3,165Code review2,733Testing2,364Memory and context2,364DevOps and cloud2,310Writing and docs2,303Research2,297Frontend2,252Security2,013Productivity1,710

All Claude Code31,977 Codex23,157 OpenCode22,109 GitHub Copilot3,551 Gemini CLI1,917 Cursor1,739 Windsurf129 Kiro79

Project Stars Configures Files Always loaded
mahimailabs/voicegateway docs.voicegateway.dev The One Dashboard every Voice Agent needs 50 Claude Code, Codex, OpenCode 2 2,439 tok
jonathan-vella/apex-accelerator apexops.pro Starter template for APEX. Contains custom Copilot agents, Azure Pricing MCP server, and a 50 Codex, GitHub Copilot, OpenCode 32 34,113 tok
jnorthrup/conductor2 Conductor is a Gemini CLI extension that allows you to specify, plan, and implement softwa 50 Claude Code, Codex, GitHub Copilot, OpenCode 3 234 tok
BUNotesAI/ghostty-dev 50 Codex, OpenCode 1 273 tok
Unsupervisedcom/deepwork 50 Claude Code, Codex, GitHub Copilot, OpenCode 7 3,177 tok
pincerhq/pincer 50 Codex, OpenCode 1 1,658 tok
brenbuilds1/copilot-ralph Copilot ralph is an autonomous AI agent loop that runs repeatedly until all PRD items are 50 Codex, OpenCode 1 589 tok
cvet/fonline-tla FOnline: The Life After 50 Claude Code, Codex, GitHub Copilot, OpenCode 3 4,507 tok
coolapso/tfimport tfimport.coolapso.sh Automatically import infrastructure to tfstate 50 Codex, OpenCode 1 2,044 tok
shaack/reboot-cms shaack.com A flat file, Markdown CMS in PHP with blocks structure. 50 Codex, OpenCode 1 1,043 tok
mavka-ai/unit-tests-skills mavka.ai AI agent skills for generating high-quality unit tests — Given-When-Then test cases, JUnit 50 Claude Code, Codex, OpenCode 3 2,623 tok
mulhamna/jira-commands jirac.keton.id Jira toolkit for terminals, coding assistants, and bots. 50 Claude Code, Codex, Gemini CLI, OpenCode 3 2,513 tok
OWASP/Agent-Security-Regression-Harness owasp.community Executable security regression testing for agentic applications and MCP-integrated systems 50 Codex, OpenCode 1 927 tok
eobarretooo/ClawLite Open source AI assistant for Linux with gateway, skills, and multi-agent capabilities. 50 Codex, OpenCode 1 3,882 tok
seungmanchoi/react-native-fsd-agent-template React Native + Expo template with Feature-Sliced Design (FSD) architecture and AI Agent Ha 50 Claude Code, Codex, OpenCode 3 18,303 tok
asteroid-belt/skulto Offline and security-first tool for syncing and managing agent skills 50 Codex, OpenCode 1 3,435 tok
rafsilva85/credit-optimizer-v5 creditopt.ai Save 47% on Manus AI credits automatically. Zero downsides. Pays for itself in ~27 prompts 50 Codex, OpenCode 1 624 tok
mcp360/mTarsier mcp360.ai mTarsier - The Open Source MCP & Skill Manager for Claude, Cursor, VS Code & any AI client 50 Claude Code, Codex, OpenCode 2 1,591 tok
Dingent/Dingent ngdc.cncb.ac.cn A lightweight, user-friendly LLM Agent framework focused on simplifying data retrieval app 50 Claude Code, Codex, OpenCode 8 2,740 tok
Marc-Moeller/aicms aicms.one AICMS — the AI-native CMS built for AI agents. AICMS lets an agent run 100% of your websit 50 Codex, OpenCode 1 4,958 tok
acoyfellow/cloudbox cloudbox.coey.dev Durable Cloudflare computers for agents: run repos, steer live workspaces, verify results, 50 Codex, OpenCode 1 670 tok
majesticlabs-dev/majestic-marketplace 50 Claude Code, Codex, OpenCode 9 2,974 tok
ProjectOpenSea/opensea-skill Agent skill for interacting with OpenSea 50 Codex, OpenCode 1 524 tok
enthropy7/YSCV Rust-native framework for Edge AI CV inference. 50 Codex, OpenCode 1 2,988 tok
Oakshen/crypto-trading-bot Go-based cryptocurrency quantitative trading agent (imitating the nof1 strategy, leaning t 50 Codex, OpenCode 1 845 tok
agavra/yuzudraw yuzudraw.com visual ASCII editor for both humans and agents 50 Claude Code, Codex, OpenCode 2 2,287 tok
Niall-Young/AItoFigma An AI skill that outputs images or content directly to Figma with standardized dimensions. 50 Codex, OpenCode 1 372 tok
AmadeusITGroup/ai-primitives-hub amadeusitgroup.github.io VS Code extension for managing, sharing, and installing AI primitives (Agents, Skills, Pro 50 Claude Code, Codex, Kiro, OpenCode 3 1,360 tok
ddrayne/openclaw-homeassistant OpenClaw as Home assistant voice provider 50 Codex, OpenCode 1 4,207 tok
peterdsp/PromptBar promptbar.peterdsp.dev PromptBar is a SwiftUI application designed for macOS, allowing users to access multiple A 50 Codex, OpenCode 1 1,436 tok
Dicklesworthstone/frankenlibc Rust interposition layer for glibc: transparent safety membrane that incrementally replace 50 Codex, OpenCode 1 18,807 tok
hrygo/hotplex HotPlex — Unified access layer for AI Coding Agent. 50 Claude Code, Codex, OpenCode 8 4,781 tok
xi-zhao/OpenQuantum Open-source quantum Agent workspace with a desktop client, Web UI, messaging, Qiskit/MCP t 50 Claude Code, Codex, OpenCode 28 3,150 tok
acnlabs/OpenPersona openpersona.co OpenPersona — Open four-layer AI persona framework. Create, compose, and orchestrate AI pe 50 Codex, OpenCode 1 10,383 tok
a2aproject/a2a-tck 50 Claude Code, Codex, OpenCode 9 1,476 tok
mileson/openprd A capability-enhancing collaboration framework (Harness) for Vibe Coding, making Vibe Codi 50 Codex, OpenCode 1 5,421 tok
AbhiRawat4841/mathematica-mcp Model Context Protocol (MCP) server that connects AI agents (Claude, Cursor, etc.) to Wolf 50 Codex, OpenCode 1 533 tok
congmnguyen/claude-code-wsl2-setup Claude Code WSL2 setup with image paste, notifications, LSP, context-saving hooks, and Cod 50 Claude Code, Codex, OpenCode 2 773 tok
e0ipso/strikethroo strikethroo.canpicasoft.com Task management for AI coding assistants 50 Claude Code, Codex, OpenCode 2 15,017 tok
zycaskevin/Vault-Agent-Memory zycaskevin.github.io Local-first memory governance for AI agents: shared, reviewable, auditable memory via SQLi 50 Codex, OpenCode 1 1,618 tok
aimasteracc/tree-sitter-analyzer Cross-language-safe code-intelligence MCP for AI agents: 13 languages, family-gated call g 50 Claude Code, Codex, OpenCode 15 13,493 tok
webmaxru/web-ai-agent-skills A high-quality, auto-updated (but manually reviewed) set of agent skills that covers key W 50 Claude Code, Codex, OpenCode 5 507 tok
AgriciDaniel/dataforseo-brain agricidaniel.github.io A source-cited operating memory for the entire DataForSEO v3 API. 12 modules, ~200+ endpoi 50 Claude Code, Codex, Gemini CLI, OpenCode 3 408 tok
shaomingchan/whiteboard 50 Claude Code, Codex, OpenCode 2 666 tok
jvogan/a-fable-of-codexes Claude Code skills that make Claude (Fable) the conductor of AI worker fleets: many parall 50 Claude Code, Codex, OpenCode 2 392 tok
hunmer/agent-spaces hunmer.github.io Multi-agent collaboration platform 50 Claude Code, Codex, OpenCode 8 2,056 tok
csml-rpi/AI-CFD-Scientist 50 Claude Code, Codex, OpenCode 2 4,178 tok
yupoet/aurumq-rl RL stock selection for China A-share — bundled polars-native factor library (105 Alpha101 50 Claude Code, Codex, OpenCode 2 4,000 tok
auth0/agent-skills Auth0 Agent Skills 50 Claude Code, Codex, OpenCode 2 1,869 tok
Zizka-ai/ZizkaDB db.zizka.ai Self-hosted DB for AI agents. Prove why an agent did something , causal lineage (why()), 50 Claude Code, Codex, GitHub Copilot, Cursor, Gemini CLI, OpenCode, Windsurf 8 3,871 tok