How real projects configure their agents

24,785 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 agents8,489Claude Code6,881Git and workflow3,605Data and AI3,580Backend and APIs3,556Languages3,486Planning3,323Code review2,893Testing2,681Writing and docs2,477DevOps and cloud2,477Memory and context2,375Research2,318Frontend2,308Security2,170Project management1,960

All Claude Code32,505 Codex24,785 OpenCode23,702 GitHub Copilot3,719 Gemini CLI2,034 Cursor1,771 Windsurf202 Kiro114

Project Stars Configures Files Always loaded
fiberplane/mcp-lite fiberplane.dev Lightweight, composable MCP framework for TypeScript 118 Claude Code, Codex, OpenCode 2 626 tok
bimwright/rvt-mcp BIMwright — AI-native Revit MCP server (Revit 2022–2027) 118 Claude Code, Codex, OpenCode 2 9,491 tok
buildonspark/spark The Spark Bitcoin layer 2 protocol 118 Claude Code, Codex, Gemini CLI, OpenCode 31 3,168 tok
sonilo-ai/skills Agent skills for Sonilo's licensed music, sound-effects, dubbing, and audio-ducking API 117 Claude Code, Codex, OpenCode 2 1,603 tok
riffpad/riffpad riffpad.ai Watch, approve and steer your coding agents from your phone. 117 Codex, OpenCode 1 462 tok
appleweiping/WEIPING_LAB Autonomous research system: phenomenon-driven discovery, kill-first ideation, anti-toy enf 117 Claude Code, Codex, OpenCode 3 2,270 tok
VCnoC/Claude-Code-Zen-mcp-Skill-Work Let me briefly say a few words about this matter, and you'll understand. In short, this is 117 Claude Code, Codex, OpenCode 3 31,672 tok
zrong/blog blog.zengrong.net Markdown source files for blog posts 117 Claude Code, Codex, OpenCode 2 1,048 tok
wiseaidotdev/autogpt autogpt.wiseai.dev 🦀 A Pure Rust Framework For Building AGI. 117 Codex, OpenCode 1 3,148 tok
discourselab/scrapai-cli docs.scrapai.dev AI-powered web scraping CLI. Describe what you want, get a production-ready Scrapy spide 117 Claude Code, Codex, OpenCode 2 9,099 tok
OnlyTerp/prompt-cache-skills Drop-in prompt-caching fixes for the LLM agent harness you use. Point your AI coding agent 117 Codex, OpenCode 1 1,440 tok
androidZzT/cc-statistics AI Coding stats dashboard — track costs, tokens, and efficiency across Claude Code / Gemin 117 Claude Code, Codex, OpenCode 2 1,823 tok
DataHaskell/sabela A reactive notebook for Haskell 117 Claude Code, Codex, OpenCode 2 3,611 tok
chaitin/chaitin-cli Chaitin CLI for products 117 Codex, OpenCode 1 748 tok
muratgur/ordinus Your local-first command center for working with AI agents like a real team. 117 Claude Code, Codex, OpenCode 13 1,112 tok
droidconKE/droidconKeKotlin dcke 117 Claude Code, Codex, OpenCode 2 5,483 tok
gmickel/gno gno.sh Local AI-powered document search and editing with first-in-class hybrid retrieval, LLM ans 117 Claude Code, Codex, OpenCode 10 8,794 tok
ricneves-ai/flowgrammers-skills flowgrammers.com.br Flowgrammers Skills - Enteprise Skills 117 Claude Code, Codex 5 1,722 tok
heypandax/cc-pocket heypandax.github.io Drive Claude Code or OpenAI Codex from your phone — resume sessions, stream output, approv 117 Claude Code, Codex, OpenCode 2 3,632 tok
SalesforceAIResearch/agentforce-adlc Agent Development Life Cycle — Build, deploy, test, and optimize Agentforce agents using C 117 Claude Code, Codex, OpenCode 2 2,959 tok
jszmajda/lid linked-intent.dev Linked-Intent Development - a SDD methodology for agentic coding 117 Claude Code, Codex, OpenCode 3 2,139 tok
anqinou-art/NagiBridge 117 Codex, OpenCode 1 3,705 tok
zpoint/vibe-seller AI automation framework for cross-border sellers (supports Amazon, Noon, Mercado Libre, Qi 117 Claude Code, Codex, OpenCode 5 5,877 tok
SkyeShark/eidoverse-video Video-production toolkit for AI agents: Deno + WebGPU + three.js/TSL render engine with VR 117 Claude Code, Codex, OpenCode 2 2,620 tok
mouse-lin/frame-smith 117 Claude Code, Codex, GitHub Copilot, OpenCode 3 4,344 tok
ejboy/agent-scripts Token-efficient, local-first CLI tools for coding agents - compact Maven, npm/Node, and Go 117 Codex, OpenCode 1 226 tok
reliverse/experiments reliverse.org Experimental projects, prototypes, and early ideas from the Reliverse and Bleverse ecosyst 117 Claude Code, Codex, Cursor, OpenCode 17 5,083 tok
aptos-labs/aptos-ts-sdk aptos-labs.github.io An SDK for accessing the Aptos blockchain data, submitting transactions, and more! 117 Claude Code, Codex, OpenCode 2 2,520 tok
RobertoMachorro/Moped roberto.machorro.net A general purpose text editor, small and light. 117 Claude Code, Codex, OpenCode 3 291 tok
GoogleCloudPlatform/cxas-scrapi A powerful Python API, CLI, and set of Agent Skills for CX Agent Studio to automate, evalu 116 Claude Code, Codex, Gemini CLI, OpenCode 6 1,557 tok
appleweiping/WEIPING_WIKI appleweiping.github.io knowledge base managed with an LLM workflow 116 Claude Code, Codex, OpenCode 3 15,514 tok
mrgoonie/claudekit-cli claudekit.cc A CLI command to get started with ClaudeKit 116 Claude Code, Codex, OpenCode 2 4,006 tok
godot-fun/godot-framework A lightweight Godot framework + agent skills for building and shipping games 116 Codex, OpenCode 1 2,480 tok
dancinlab/void 🕳️ VOID — Terminal emulator written in hexa-lang. 116 Claude Code, Codex 1 —
SeifBenayed/cloclo Open-source Claude Code SDK — single-file CLIs in Node.js, Python, Go, Rust that use direc 116 Claude Code, Codex, OpenCode 17 3,023 tok
eric-tramel/moraine eric-tramel.github.io Unified realtime agent trace database & search MCP 116 Claude Code, Codex, OpenCode 4 2,736 tok
harnessworks/harness-starter-kit harnessworks.github.io 🐴 Prompt-first harness engineering for safer AI coding agent workflows. 116 Codex, OpenCode 1 2,052 tok
manager-dot-dev/manager-skills Skills for engineering managers 116 Codex, OpenCode 1 324 tok
pminervini/deep-research-mcp MCP server for OpenAI and Gemini Deep Research, Tavily Research, and self-hosted DR-Tulu a 116 Claude Code, Codex, OpenCode 2 1,719 tok
tlbx-ai/tlbx tlbx.ai Open-source Agentic Development Environment (ADE) for Codex, Claude Code and other agents. 116 Codex, OpenCode 1 4,314 tok
elixir-vibe/pi-elixir BEAM runtime tools for pi — connects to the running Elixir app via Tidewave 116 Codex, OpenCode 1 1,626 tok
oil-oil/ui-ux-guide Organize project design guidelines, review interface and interaction issues, and produce d 116 Claude Code, Codex, OpenCode 2 941 tok
finch04/LightBot A lightweight enterprise Java AI Agent platform. Covers advanced AI features including Age 116 Claude Code, Codex, OpenCode 2 16,013 tok
MetcalfSolutions/Satori metcalfsolutions.github.io Claude Code skill & open-source wisdom companion (v6.6.0, Apache 2.0) for CLI, IDE, and we 116 Claude Code, Codex, Gemini CLI, OpenCode 5 908 tok
Thurbeen/thurbox thurbox.thurbeen.eu TUI for agentic code orchestration 116 Claude Code, Codex, OpenCode 13 5,677 tok
leehack/mcp_dart Dart implementation of MCP SDK 116 Codex, OpenCode 1 1,244 tok
microsoft/vscode-copilotstudio VS Code Extension for Copilot Studio 116 Claude Code, Codex, GitHub Copilot, OpenCode 6 7,425 tok
rapiddweller/datamimic datamimic.io Model-driven synthetic test data for CI/CD and analytics - deterministic, privacy-preservi 116 Codex, OpenCode 1 2,684 tok
Waybox-AI/roadtrip-skill roadtripskill.dev An AI agent skill that turns "start + days" into a road trip you can actually drive. 116 Claude Code, Codex, OpenCode 2 4,360 tok
nwiizo/cargo-coupling crates.io A coupling analysis tool for Rust projects - measuring the 'right distance' in your code 116 Claude Code, Codex, OpenCode 21 2,432 tok