How real projects configure their agents

23,196 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 agents7,571Claude Code6,627Data and AI3,684Backend and APIs3,492Languages3,401Planning3,221Git and workflow3,179Code review2,740Testing2,368Memory and context2,365Writing and docs2,309DevOps and cloud2,308Research2,298Frontend2,256Security2,015Productivity1,715

All Claude Code31,984 Codex23,196 OpenCode22,145 GitHub Copilot3,551 Gemini CLI1,917 Cursor1,736 Windsurf133 Kiro79

Project Stars Configures Files Always loaded
atomicstrata/atomicmemory-python docs.atomicstrata.ai Open-source AtomicMemory Python SDK 11 Claude Code, Codex, Gemini CLI, OpenCode 3 2,486 tok
yungookim/n.codes n.codes Let users generate features with prompts in your app 11 Claude Code, Codex, OpenCode 2 1,506 tok
johnnichev/selectools selectools.dev Production-ready Python framework for AI agents with built-in guardrails, audit logging, c 11 Claude Code, Codex, OpenCode 16 2,924 tok
dep/agent-rules Centralize your agent instructions, commands, skills, and handle symlinking. 11 Claude Code, Codex, OpenCode 20 1,301 tok
kabde/seo-skills SEO Blogger Toolkit pour Claude Code - 15 skills pour WordPress : audit, redaction, public 11 Claude Code, Codex, OpenCode 2 2,364 tok
juspay/skills Various useful skills for development 11 Codex, OpenCode 1 171 tok
m0n0x41d/claude-code-fpf 11 Codex, OpenCode 1 1,616 tok
vanrayliu/openallin 11 Codex, OpenCode 1 1,524 tok
DeepLink-org/probing Dynamic Performance Profiler for Distributed AI 11 Codex, OpenCode 1 3,615 tok
aaronjmars/aeon-agent t.me Public agent automation of aeon 11 Claude Code, Codex, OpenCode 3 8,095 tok
tushaarmehtaa/tushar-skills tushar-skills.vercel.app Claude Code skills for AI products: deploy checks, model audits, unit economics, changelog 11 Codex, OpenCode 1 132 tok
fcori47/dios-ia-hermes-local 11 Claude Code, Codex, OpenCode 2 3,541 tok
LeonardoTrapani/better-skills better-skills.dev Your agents second brain through skill graphs 11 Claude Code, Codex, OpenCode 11 562 tok
faidd/faidd faidd.org FAIDD is a sovereign security framework designed to govern, audit, and secure the interact 11 Claude Code, Codex, OpenCode 5 1,058 tok
nshkrdotcom/agent_session_manager Agent Session Manager - A comprehensive Elixir library for managing AI agent sessions, sta 11 Claude Code, Codex, OpenCode 2 693 tok
shinpr/ai-business-planner AI-assisted business planning in Cursor. Create market research, business plans, PRDs, pro 11 Claude Code, Codex, Cursor, OpenCode 9 765 tok
hubzoid/hubzoid 11 Codex, OpenCode 1 1,465 tok
TheBous/thebous-os 11 Codex, OpenCode 1 1,197 tok
aget-framework/aget AGET Framework - Canonical specification for CLI-based human-AI collaborative coding agent 11 Claude Code, Codex 62
onixhdz/cartograph onixhdz.github.io Cartograph: Map any codebase into a knowledge graph, trace dependencies, measure impact, a 11 Claude Code, Codex, OpenCode 3 1,039 tok
dedene/raindrop-cli A command-line interface for Raindrop.io bookmark management. 11 Claude Code, Codex, OpenCode 3 607 tok
yammaku/cross-agent-skills-template 11 Claude Code, Codex, OpenCode 2 3,183 tok
teimurjan/lethe pypi.org A memory store for LLM agents. Hybrid BM25 + dense retrieval, cross-encoder reranking, clu 11 Codex, OpenCode 1 2,330 tok
aws-samples/sample-lark-mcp-on-agentcore A hosted remote-MCP service that lets AI agents operate Feishu/Lark, reusing lark-cli's 20 11 Claude Code, Codex, OpenCode 2 1,848 tok
huangpufan/SSOT-SKILL Lifecycle skills for durable, verifiable, cross-agent repository memory. 11 Codex, OpenCode 1 1,398 tok
aporb/agentic-os A minimal, opinionated template for turning any AI agent CLI into a persistent operating s 11 Claude Code, Codex, Cursor, OpenCode 3 2,326 tok
cookys/autopilot Development workflow skills for Claude Code — dev-flow, survey, think-tank, CEO mode, retr 11 Claude Code, Codex, OpenCode 3 7,878 tok
upstash/agents-worldcup AI agents competing to predict 2026 World Cup game outcomes 11 Claude Code, Codex, OpenCode 2 690 tok
ModyQyW/ai My ai usage. 11 Codex, OpenCode 1 4,981 tok
lahkiri/xeo-forge Self-hosted control plane for governed AI agents: approval-first execution, persistent con 11 Codex, OpenCode 1 6,360 tok
iyuenan3/worklog-kit Turn-key personal project-brain vault for Claude Code: say one sentence before bed, and yo 11 Claude Code, Codex, OpenCode 15 1,111 tok
aeroxy/gsearch-cli Standalone Google Search CLI powered by Gemini API, sharing auth with Gemini CLI. 11 Claude Code, Codex, Gemini CLI, OpenCode 3 328 tok
mittwald/typo3-smart-extension-builder Build TYPO3 extensions with Agentic AI 11 Claude Code, Codex, OpenCode 2 689 tok
one-aisama/ai-dev-framework A spec-first, quality-gated development framework for AI-assisted software production with 11 Claude Code, Codex 9 511 tok
keugenek/shark 🦈 The Shark Skill - non-blocking AI agent execution for Claude Code and OpenClaw. A shark 11 Codex, GitHub Copilot, OpenCode 2 176 tok
artusjs/artusx artusjs.org Ecosystem based on Artus.js . 11 Claude Code, Codex 2 1,606 tok
JiangJingC/claude-to-im-plus Claude-to-IM Plus: bridge Claude Code and Codex sessions to IM platforms 11 Claude Code, Codex, OpenCode 2 511 tok
huangdijia/oh-my-claude-code-plugins Claude Plugin Marketplace 11 Claude Code, Codex, OpenCode 2 2,015 tok
jcwleo/oh-no-harness 11 Claude Code, Codex, OpenCode 2 3,700 tok
yogin16/better-cli SKILL.md for AI Agents to vibe best practices of CLIs that are good for humans and AI 11 Codex, GitHub Copilot, OpenCode 2 506 tok
zhiwendesign/kkskills A collection of poster Skills for agent environments that support Skills. It converts arti 11 Claude Code, Codex, OpenCode 2 722 tok
moodler/liz-tracker A self-hosted tracker for managing your life 11 Claude Code, Codex 39 21,513 tok
Dr-SoloDev/clawforge AI Agent Video Production Toolkit — Script → Record → Narrate → Render → MP4 11 Codex, OpenCode 1 869 tok
tyunta/prefab-sentinel MCP server for VRChat avatar and world projects: parses asset YAML directly (including Udo 11 Codex, OpenCode 1 4,991 tok
ag2ai/ag2-assistant 11 Claude Code, Codex, OpenCode 12 3,252 tok
mindstone/rebel-app Rebel: open-source agentic AI desktop app. Public mirror — source of truth is internal; pu 11 Claude Code, Codex, OpenCode 6 3,717 tok
Alplox/mis-recursos-webdev mis-recursos-webdev.pages.dev Lista de todo sitio (útil) que he ido encontrando durante mi proceso de auto aprendizaje p 11 Codex, OpenCode 1 2,790 tok
anantjain-xyz/symphony-rust An autonomous engineering team for your Linear project. Symphony is a desktop app that wat 11 Claude Code, Codex 8
nevaaron/x-smart-read Give your AI agent smart, budget-optimised read access to X/Twitter. Official API, no scra 11 Codex, OpenCode 1 2,001 tok
dherman/thinkwell A TypeScript library for easy scripting of AI agents. Thinkwell provides a fluent API for 11 Claude Code, Codex, OpenCode 2 905 tok