How real projects configure their agents

43,712 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 agents7,642Claude Code6,648Data and AI3,676Backend and APIs3,504Languages3,399Planning3,222Git and workflow3,208Code review2,742Testing2,379Memory and context2,369Writing and docs2,323DevOps and cloud2,311Research2,290Frontend2,261Security2,025Productivity1,719

All Claude Code31,996 Codex23,310 OpenCode22,256 GitHub Copilot3,557 Gemini CLI1,917 Cursor1,739 Windsurf141 Kiro81

Project Stars Configures Files Always loaded
GuillemRoca/agent-skills-android Production-grade engineering skills for AI coding agents tailored to Android 2 Claude Code, Codex, OpenCode 2 1,537 tok
benediktkraus/semble-hooks Code-intelligence hooks for AI coding CLIs — automatic semantic code context for every pro 2 Claude Code 1 984 tok
spyrae/truthguard npmjs.com Catches false claims from AI coding agents. Claude Code hooks + Gemini CLI extension. 2 Gemini CLI 1 199 tok
isdou/codeck skills.sh Codex-first multi-model orchestration and context handoff for Claude Code, Gemini CLI, Kim 2 Codex, OpenCode 1 186 tok
ASER-ho/coding-agent-safety-gate A documentation-first safety gate for AI coding agents: task boundaries, forbidden actions 2 Codex, OpenCode 1 589 tok
JJHbrams/Project-AMBER Local-first project memory for AI coding tools on Windows. Connect Claude Code, Codex and 2 Claude Code, Codex, GitHub Copilot, OpenCode 15 1,673 tok
M0h1tkumar/Agentic_ai 2 Claude Code, Codex 3
ayush-singh-0601/codewhy npmjs.com Git-native history for AI-generated code — trace agent sessions, decisions, tests, and ris 2 Codex 1
aolingge/agent-reliability-kit aolingge.github.io Verify, harden, and ship AI-agent-assisted codebases in one command. 2 Codex, OpenCode 1 211 tok
douglas-gibbons/redwood Local user interface for Gemini 2 Codex, OpenCode 1 672 tok
itonx/ai-model-comparison Comparing Claude Opus 4.5/4.6, Gemini Flash 2.5/Pro 2.5/Pro 3.0, and GPT Codex 5.2/5.3 for 2 Codex, Gemini CLI, OpenCode 2 302 tok
con/skills Anthropics claude-code skills for the CON masses 2 Claude Code, Codex, OpenCode 2 1,414 tok
simota/relay simota.github.io Local-first CLI/Web hub that aggregates tasks from code TODOs, GitHub issues, and Claude C 2 Claude Code, Codex, OpenCode 2 3,304 tok
NieZhuZhu/ai-harness-doctor npmjs.com 🩺 Doctor for your repo's AI harness — audit, merge & drift-guard scattered agent configs 2 Codex, GitHub Copilot, OpenCode 2 2,218 tok
Fu-Rabi/A2ALinker a2alinker.net HTTPS broker designed to let autonomous AI agents collaborate natively across different ma 2 Claude Code, Codex 1
actinon-com/brass-monkey Agentic AI for Odoo 18 2 Claude Code, Gemini CLI 2 2,870 tok
imMamdouhaboammar/get-things-done Autonomous execution & work modeling engine for AI agents (Claude Code, ChatGPT, Codex, Ge 2 Claude Code, Codex, GitHub Copilot, Cursor, Gemini CLI, OpenCode, Windsurf 9 3,207 tok
varkart/visualcave varkart.github.io Agentic skill for interactive technical diagrams as standalone HTML files — Mermaid.js, da 2 Claude Code, Kiro 2 970 tok
kingsword09/xling npmjs.com Unified CLI for managing AI tool settings across Claude Code, Codex, and Gemini CLI. 2 Codex, OpenCode 1 3,157 tok
abhishekray07/agents-md-templates One AGENTS.md, every AI coding agent. Copy-paste templates for Claude Code, Codex, Cursor, 2 Codex, OpenCode 1 591 tok
xDido/chiron Teach-first mentor mode for AI coding tools. 2 Claude Code 11
live-neon/skills OpenClaw/Claude Code skills for principle extraction 2 Claude Code 2 909 tok
n3wth/r3 r3.newth.ai Intelligent memory MCP for AI apps 2 Codex, OpenCode 1 1,582 tok
alfredang/skills alfredang.github.io Claude Code skills: auto-detect & start any app, README generator, Docker Hub push, Linked 2 Claude Code 1 1,162 tok
rios0rios0/guide Software engineering standards for humans and AI coding assistants. 80+ guides covering ar 2 Claude Code, Codex, GitHub Copilot 23 4,809 tok
zama-ai/skills 2 Claude Code, Codex, OpenCode 2 1,206 tok
dineshchhantyal/job-application-agent An autonomous job-application agent built on Claude Code: scouts roles, tailors an ATS res 2 Claude Code 6 721 tok
BuildDownAI/skills 2 Claude Code 2 1,026 tok
ArogyaReddy/hesreallyhim-awesome-claude-code 2 Claude Code 1
opendatahub-io/autofix-skills Claude Code plugin providing orchestrator skills, prompt files, and state management scrip 2 Claude Code, Codex, OpenCode 3 1,534 tok
deancourse/cake-2026-build-with-ai deanlin.net Cake 2026 Build with AI course examples 2 Claude Code, Codex 4
pankaj28843/understanding-claude-code Comprehensive analysis of Claude Code's architecture, engineering patterns, and hidden fea 2 Claude Code 1 385 tok
EricCodeMonkey/magebyte-power 7-phase feature development workflow with 4-round cross-verification for Claude Code — cat 2 Claude Code 2 440 tok
longmenjihua/longmen-ta-template Longmen Program — teaching assistant template repository 2 Claude Code 1 11,602 tok
sunjiawe/task-cli An open-source AI Agent that automatically decomposes tasks, generates Gantt charts, and p 2 Gemini CLI 1 13,771 tok
Awzy11/obsidian-personal-scrum-vault Obsidian vault template combining Personal Scrum and Zettelkasten — with optional AI integ 2 Claude Code, Gemini CLI 2 5,678 tok
managedcode/GeminiSharpSDK CLI-first .NET 10 / C# SDK for Google Gemini CLI with typed thread API, streamed JSONL eve 2 Codex, OpenCode 6 4,134 tok
vibe-coding-era/skills Selected skills projects and practical experience 2 Codex, OpenCode 1 829 tok
groundcobra009/demo-miraichi-company-slide-builder A repository for seminars 2 Claude Code 10 5,857 tok
osac-project/osac-ai-skills osac-project.github.io A collection of Claude Code plugins to automate and assist with osac development tasks. 2 Claude Code, Codex, OpenCode 2 1,896 tok
bitwise-media-group/skills Coding agent marketplace for skills used by the BitWise Media Group. 2 Claude Code, Codex, OpenCode 2 1,498 tok
nikeyes/claude-code-config Personal Claude Code configuration 2 Claude Code, Codex, OpenCode 2 315 tok
ArogyaReddy/https-github.com-affaan-m-everything-claude-code1 2 Claude Code, Codex, Kiro 58
Jerovino/EngineeringOS-template Personal operating system for engineering leaders — Obsidian vault + Claude Code skills fo 2 Claude Code 1 1,990 tok
sleeyax/promptfiles My collection of skills, prompts and custom agents 2 Claude Code, Codex, OpenCode 2 1,511 tok
openshift-online/gcp-hcp Documentation and experiments for GCP HCP development 2 Claude Code, Codex, OpenCode 8 1,074 tok
infohata/mind-vault AI skills, rules, commands, configs 2 Claude Code, Codex, OpenCode 1 3,177 tok
smartsheet/smartsheet-sdk-tests Mock test suite for all language SDKs 2 Claude Code, Codex, OpenCode 4 705 tok
whoabuddy/claude-knowledge 2 Claude Code 1 1,254 tok
Praeviso/GitShelf PDF to online bookshelf. Fork, read, done. 2 Claude Code 1 1,533 tok