How real projects configure their agents

43,652 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 agents7,588Claude Code6,636Data and AI3,676Backend and APIs3,496Languages3,402Planning3,219Git and workflow3,187Code review2,745Testing2,374Memory and context2,364DevOps and cloud2,310Writing and docs2,309Research2,295Frontend2,261Security2,021Productivity1,715

All Claude Code31,998 Codex23,222 OpenCode22,170 GitHub Copilot3,550 Gemini CLI1,918 Cursor1,738 Windsurf137 Kiro80

Project Stars Configures Files Always loaded
liuyi0808/android-review Android development review skills for Claude Code — covering OWASP MASVS security audit, C 12 Codex, OpenCode 1 876 tok
vivqu/SwiftUIAgentToolkit Basic toolkit to bootstrap vibe-coding mobile apps 12 Claude Code 1 681 tok
anthosx/collaborative-canvas Freely collaborate with Claude Code on an infinite canvas. 12 Claude Code 1 3,421 tok
goldsky-io/goldsky-agent AI agent plugin for Goldsky — skills, agents, commands, and hooks for building blockchain 12 Codex, OpenCode 1 1,492 tok
bobbyjohnstx/tinycode A slim, local-LLM-first AI coding assistant. TUI, Web UI, and desktop app. Runs air-gapped 12 Claude Code, Codex, OpenCode 3 4,537 tok
42U/laqrumcode Persistent cognitive architecture for Claude Code — graph memory with learned retrieval (9 12 Claude Code 1 1,981 tok
Deepank308/hermes-swe-agent deepwiki.com Autonomous AI coding agent triggered by Linear tickets — spins up full dev environments on 12 Claude Code 4 3,626 tok
jaksa76/microfactory 12 Claude Code 2 966 tok
Temikus/denkeeper denkeeper.io A single-binary personal AI agent designed for people who want full control over their AI 12 Claude Code 2 2,975 tok
Xero-Team/zpdf A PDF parsing library written in pure Rust. 12 Claude Code 1 1,770 tok
hwpx-builder/hwpx-builder 12 Codex, Gemini CLI, OpenCode 2 1,063 tok
therohitdas/slkcli Slack CLI for macOS, so your agents can read and send messages 💬 12 Claude Code, Codex, OpenCode 2 1,745 tok
hamelsmu/website-to-api Claude Code plugin for reverse-engineering website APIs using Chrome browser automation 12 Codex, OpenCode 1 176 tok
swnotmetal/Project-Koma Lightweight, agent-friendly AI security toolkit for Node.js & TypeScript. Check if your ag 12 Codex, Cursor, OpenCode 2 996 tok
codee-sh/payload-training-app Open-source coaching app built with Payload CMS and Next.js. Coaches manage training plans 12 Codex, OpenCode 1 2,494 tok
agent-tools-org/ai-dispatch Multi-AI CLI team orchestrator — dispatch work to gemini, codex, opencode, cursor and cust 12 Claude Code 1 4,783 tok
mfazza/agentic_muscle_memory Agentic Muscle Memory is a self-evolving framework enabling agents to transform repeating 12 Claude Code 4 281 tok
benthamite/dotfiles My configuration files for Emacs, Karabiner, macOS, AI agents, and more. 12 Claude Code, Codex 9
zarlor/suno-band-manager AI-powered music production assistant for creating Suno-ready song packages — a BMad Metho 12 Claude Code, Codex, Gemini CLI, OpenCode 3 3,918 tok
paulbaranowski/wild-horses 12 Claude Code 3 3,407 tok
preslandallan-ui/marketingskills Marketingskills from Corey Haynes 12 Claude Code, Codex, OpenCode 2 2,263 tok
devfullcycle/claude-subagents 12 Claude Code 2
spryker/spryker-docs docs.spryker.com This repository is for the Spryker documentation available at https://docs.spryker.com. 12 Claude Code, Codex, OpenCode 3 1,608 tok
jupyter-ai-contrib/jupyter-ai-acp-client The ACP client implementation in Jupyter AI 12 Claude Code, Codex, Gemini CLI, OpenCode 3 6,051 tok
hiydavid/databricks-genai-examples A repo of code examples for building GenAI / ML projects on Databricks 12 Codex, OpenCode 1 524 tok
TheMuleA/codex-agent-core-template 12 Claude Code, Codex, OpenCode 11 2,957 tok
messense/pi-parallel-agents A pi extension for dynamic parallel agent execution. Run multiple agents with different mo 12 Codex, OpenCode 1 2,010 tok
felixgeelhaar/cclint A fast, extensible linter for validating and optimizing CLAUDE.md context files. Built wit 12 Claude Code 1 1,263 tok
fusedio/fused-render render.fused.io Local file explorer with Python-interactive HTML views 12 Claude Code 4
basetenlabs/baseten-skills Skills for using Baseten effectively 12 Claude Code, Codex, OpenCode 2 246 tok
johnakande/AI-Humanizer-Skill Humanize AI text. Bypass detection. Get natural, human-sounding content instantly. 12 Claude Code, Codex, OpenCode 1 1,090 tok
open-homelab-io/open-homelab 12 Claude Code 3 532 tok
linhnguyen-gt/Routiform npmjs.com 12 Codex, OpenCode 1 2,858 tok
altic-dev/envault Let agents safely manage env variables 12 Claude Code 1 747 tok
llnl/Skywing A platform for building collaborative autonomy-focused applications. 12 Claude Code 1 1,060 tok
NotNull92/hera-agent-godot Let's go Hera, now is godot 12 Claude Code, Codex, OpenCode 2 5,823 tok
truth0530/mcp-server-ios-shortcuts 12 Codex, OpenCode 1 1,395 tok
janmohammadi/adr-explorer Visualize Architecture Decision Records with timeline + graph views. VS Code extension or 12 Claude Code, Codex 1
montycloud/moya Meta Orchestration framework for Your Agents 12 Claude Code 1 1,414 tok
PADAS/er-server OpenSource ER Server aka DAS 12 Codex, OpenCode 1 992 tok
nilupulk/claude-code-free Run Claude Code CLI for free using OpenRouter - No paid subscription needed 12 Claude Code, GitHub Copilot 2 1,106 tok
max-lee-dev/local-lmcanvas 12 Claude Code, Codex, OpenCode 2 547 tok
troykelly/codex-skills 12 Codex, OpenCode 1 463 tok
pamelafox/mcp-for-postgres-db-demo pamelafox.github.io Demonstration MCP server for Posette talk: "An MCP for your Postgres DB" 12 Codex, OpenCode 1 273 tok
NAEOS-foundation/naeos 12 Codex, OpenCode 1 5,177 tok
12Matt3r/Supervisorai 12 Codex, OpenCode 1 723 tok
Wang-Yanting/PIMiner 12 Claude Code 4 3,431 tok
zachgoldfine44/mechinterp-replication 12 Claude Code 1 9,216 tok
mavam/pi-fancy-footer A fancy footer extension for pi 12 Codex, OpenCode 1 164 tok
giauphan/codeatlas-platform AI-powered codebase intelligence platform — MCP Server, AST analysis, Knowledge Graph, and 12 Claude Code 8 1,641 tok