How real projects configure their agents

113 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 agents8,442Claude Code6,875Data and AI3,584Git and workflow3,574Backend and APIs3,550Languages3,468Planning3,315Code review2,876Testing2,653DevOps and cloud2,462Writing and docs2,461Memory and context2,373Research2,315Frontend2,301Security2,167Project management1,944

All Claude Code32,436 Codex24,692 OpenCode23,614 GitHub Copilot3,700 Gemini CLI2,016 Cursor1,769 Windsurf202 Kiro113

Project Stars Configures Files Always loaded
affaan-m/ECC ecc.tools The agent harness performance optimization system. Skills, instincts, memory, security, an 297,883 Claude Code, Codex, GitHub Copilot, Kiro, OpenCode 25 13,792 tok
DietrichGebert/ponytail ponytail.dev Makes your AI agent think like the laziest senior dev in the room. The best code is the co 185,250 Codex, GitHub Copilot, Kiro, OpenCode 3 1,766 tok
rapid7/metasploit-framework metasploit.com Metasploit Framework 39,321 Codex, Kiro, OpenCode 2 6,962 tok
yvgude/lean-ctx leanctx.com LeanCTX is the Context Gateway for AI Systems. Select task-relevant context, apply support 3,931 Codex, GitHub Copilot, Kiro, OpenCode, Windsurf 4 6,577 tok
Ar9av/obsidian-wiki Framework for AI agents to build and maintain a digital brain through Obsidian wiki | Memo 3,691 Claude Code, Codex, GitHub Copilot, Gemini CLI, Kiro, OpenCode 8 5,519 tok
kbwo/ccmanager Coding Agent Session Manager for Claude Code / Gemini CLI / Codex CLI / Cursor Agent / Cop 1,278 Claude Code, Codex, Kiro, OpenCode 15 5,122 tok
Chorus-AIDLC/Chorus chorus-ai.dev The Agent Harness for AI-Human Collaboration, inspired by the AI-DLC (AI-Driven Developmen 1,223 Claude Code, Kiro 16 13,178 tok
JayPokale/Chisle chisle.jaypokale.me Cut your AI coding agent's token bill on three axes: terse prose, YAGNI-first code, and to 741 Codex, GitHub Copilot, Gemini CLI, Kiro, OpenCode 4 2,225 tok
dereknguyen269/programing-best-practices dereknguyen269.github.io Awesome Programming Best Practices for Beginners 678 Claude Code, Codex, Kiro, OpenCode 3 935 tok
matrixorigin/memoria thememoria.ai Secure memory management for AI Agents • Ensures data integrity • Reduces hallucinations • 623 Kiro 6 6,645 tok
raysonmeng/agent-bridge raysonmeng.github.io A local bridge for bidirectional collaboration between Claude Code and Codex. A local real 422 Claude Code, Codex, Cursor, Gemini CLI, Kiro, OpenCode, Windsurf 6 4,426 tok
xiaojilele-glitch/WhyBuddy miantuan.ai A Simple and Universal Product Rehearsal Engine, Speccing Anything. 380 Claude Code, Codex, Kiro, OpenCode 38 124,933 tok
Green-PT/honey-for-devs Honey (I Shrunk the AI) by GreenPT: a cross-tool coding skill that cuts AI coding-agent to 348 Codex, GitHub Copilot, Kiro, OpenCode 3 9,745 tok
JNTMTMTM/eIsland dev.electronisland.com eIsland - A sleek, Apple Dynamic Island inspired floating widget for Windows, built with E 335 Claude Code, Codex, Gemini CLI, Kiro, OpenCode 22 3,201 tok
Fu-Jie/openwebui-extensions fu-jie.github.io A collection of enhancements, plugins, and prompts for Open WebUI, developed and curated f 333 Claude Code, GitHub Copilot, Cursor, Gemini CLI, Kiro 24 26,615 tok
azrtydxb/procoder procoder.azrty.com Senior-developer discipline for AI coding agents. A commit gate that counts unchecked as f 211 Codex, GitHub Copilot, Kiro, OpenCode 7 12,837 tok
Paresh-Maheshwari/morphe-ai Morphe's AI-powered Android APK patching workspace — multi-agent pipeline for APK analysis 194 Codex, Kiro, OpenCode 14 1,860 tok
RapidAI/MaClaw maclaw.top A next-generation enterprise and self-evolving intelligent agent platform (GUI/TUI/Service 150 Claude Code, Codex, Kiro 4 4,036 tok
db-ux-design-system/core-web design-system.deutschebahn.com DB UX Design System monorepo - Provides Design Tokens and components for Web UIs 137 Claude Code, Codex, GitHub Copilot, Kiro, OpenCode 6 19,958 tok
aws/tools-for-devops-agent aws.github.io Open-source tools for AWS DevOps Agent - extend DevOps Agent with ready-to-use skills, cus 137 Kiro 2 20,256 tok
aws-samples/sample-spec-driven-presentation-maker 134 Claude Code, Codex, Kiro, OpenCode 7 8,444 tok
awslabs/threat-modeling-mcp-server 125 Kiro 10 —
aws-samples/appmod-blueprints 123 Claude Code, Kiro 37 30,116 tok
MRCalderon3D/everything-game-dev-code A universal scaffold for AI-assisted game development. 42 agents, 51 commands, 86 skills. 104 Claude Code, Codex, GitHub Copilot, Kiro, OpenCode 12 3,371 tok
major7apps/pensyve Universal memory runtime for AI agents 99 Claude Code, Codex, GitHub Copilot, Kiro, OpenCode 11 11,767 tok
mit-network/everything-claude-code 90 Claude Code, Codex, Kiro 58 —
langhuihui/gotask gotask-website.vercel.app GoTask is a powerful task management system for Go, providing flexible task orchestration, 77 Kiro 1 2,423 tok
ujjwalredd/Dopamine A human-dopamine-inspired AI agent skill that adapts effort, learns from feedback, and del 73 Codex, GitHub Copilot, Kiro, OpenCode 3 2,989 tok
Fmarzochi/EGC fmarzochi.github.io EGC gives every AI coding agent the same brain. Shared memory, skills, and live context ac 68 Claude Code, Codex, GitHub Copilot, Gemini CLI, Kiro, OpenCode 20 8,305 tok
aws-samples/sample-aws-genai-ops-demos aws-samples.github.io Deployable code samples demonstrating how generative AI transforms cloud operations. Deplo 67 Claude Code, Kiro 12 24,311 tok
xg-gh-25/SwarmAI One brain, many hands: a self-evolving Agent OS. Domain knowledge (Brains) drives the work 59 Claude Code, Codex, Kiro, OpenCode 11 25,810 tok
vinhnx/vtchat VT Chat - A modern, privacy-first AI chat application with security 59 Claude Code, Codex, GitHub Copilot, Gemini CLI, Kiro, OpenCode 12 15,979 tok
kaisersong/slide-creator A Claude Code skill for generating stunning HTML presentations with AI-powered planning, s 58 Kiro 2 220 tok
meishanlaoyao/elysia-admin elysia-admin.top A modern full-stack admin management system based on Elysia.js and Art Design Pro. 54 Claude Code, Codex, Cursor, Kiro, OpenCode 9 6,982 tok
AlleyBo55/doraemon Doraemon live in desktop 54 Kiro 16 12,261 tok
AmadeusITGroup/ai-primitives-hub amadeusitgroup.github.io VS Code extension and CLI for managing, sharing, and installing AI primitives (Agents, Ski 51 Claude Code, Codex, Kiro, OpenCode 3 1,360 tok
amirkiarafiei/open-scholar-peer arxiv.org Open ScholarPeer: Implementation of DeepMind's ScholarPeer Protocol for AI Peer-Review. Us 51 Claude Code, Codex, Kiro, OpenCode 6 9,714 tok
MarioDeFelipe/sap-datasphere-mcp SAP Datasphere MCP Server - AI-powered access to SAP Datasphere APIs 49 Kiro 5 5,046 tok
AlleyBo55/gocode Claude Code rewritten in Go.. High-performance AI agent harness runtime in Go. 48 Claude Code, Kiro 4 3,255 tok
aws-samples/sample-kiro-cli-prompts-for-product-teams 47 Claude Code, Cursor, Kiro 30 37,351 tok
nczz/kiro-discord-bot nczz.github.io Discord control plane for project-bound ACP agents (Kiro CLI/OMP) with MCP policy, cron/au 44 Codex, Kiro, OpenCode 6 24,913 tok
requix/kiro-team Multi-agent orchestration for Kiro CLI - coordinate specialized AI agents to tackle comple 44 Kiro 4 365 tok
rapid7/rapid7-bulk-export-mcp Rapid7 Bulk Export MCP - AI-powered analysis for Rapid7 Command Platform data using MCP (M 37 Codex, Kiro, OpenCode 4 4,303 tok
2233admin/reverse-skill-evolver Reverse-engineering skills for AI coding agents, with IDA/MCP integration, APK and JavaScr 27 Kiro 1 986 tok
Orinks/AccessiWeather orinks.net A free desktop weather app. For the casual check-in or the deep dive. 24 Claude Code, Codex, GitHub Copilot, Kiro, OpenCode 70 6,313 tok
drunkrhin0/antislop By slop for slop, to remove slop in an AI slop world. 23 Claude Code, Codex, Kiro, OpenCode 2 7,180 tok
Boise-State-Development/agentcore-public-stack boise-state-development.github.io The unofficial full-stack platform for Strands Agents and AWS Bedrock AgentCore. 22 Claude Code, GitHub Copilot, Kiro 39 60,494 tok
teknokomo/universo-platformo-react Implementation of Universo Platformo / Universo MMOOMM / Universo Kiberplano built on Reac 22 Claude Code, Codex, GitHub Copilot, Kiro, OpenCode 91 21,105 tok
growilabs/growi-mcp-server A Model Context Protocol (MCP) server that connects AI models to GROWI wiki content. Enabl 20 Claude Code, Kiro 16 2,793 tok
aiproxer/aiproxer Any agent. Any model. Your subscriptions. One proxy. 20 Claude Code, Codex, Kiro, OpenCode 64 14,974 tok