How real projects configure their agents

22,079 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 agents7,541Claude Code6,614Data and AI3,687Backend and APIs3,492Languages3,397Planning3,211Git and workflow3,159Code review2,735Memory and context2,362Testing2,357DevOps and cloud2,306Writing and docs2,299Research2,296Frontend2,252Security2,009Productivity1,710

All Claude Code32,137 Codex23,307 OpenCode22,079 GitHub Copilot3,547 Gemini CLI1,916 Cursor1,738 Windsurf121 Kiro77

Project Stars Configures Files Always loaded
rsionnach/sloppylint Python AI Slop Detector - Find over-engineering, hallucinations, and dead code in Python c 89 Codex, OpenCode 1 2,553 tok
blockmatic/basilic basilic-docs.vercel.app API-First TypeScript FullStack Starter 89 Claude Code, Codex, OpenCode 2 1,169 tok
jparkerweb/ai-assist-skills 🤖 A collection of AI agent skills that automate recurring engineering workflows that can 89 Claude Code, Codex, OpenCode 2 650 tok
dash0hq/agent-skills OpenTelemetry skills and reference documentation for AI coding assistants - instrumentatio 89 Claude Code, Codex, OpenCode 2 1,579 tok
ThreeMoonsLab/agents-shipgate threemoonslab.com The deterministic merge gate for AI-generated agent capability changes — a local-first, st 89 Claude Code, Codex, Cursor, OpenCode 5 20,508 tok
bgreenwell/dotagents A proposed convention for the .agents/ directory to prevent context bloat and improve agen 89 Claude Code, Codex, OpenCode 2 185 tok
lonely-lockley/archinsight archinsight.org Simplicity in Code, Power in Design 89 Codex, OpenCode 1 127 tok
kuan-er/sjtu-agent kuan-er.github.io 89 Claude Code, Codex, OpenCode 2 2,631 tok
agentrhq/authsome authsome.ai Credential gateway for AI agents. Log in once via Oauth2 or API Key. Every agent stays aut 89 Claude Code, Codex, OpenCode 2 2,478 tok
lambdalisue/cclens cclens — a lens onto your Claude Code usage 89 Codex, OpenCode 1 713 tok
Mai-xiyu/Codex-Prompt Rational engineering system prompt for Codex and LLMs — focused on accuracy, software engi 89 Codex, OpenCode 1 1,988 tok
keros68/metrik Metrik provides a centralized view of quota remaining and token usage for multiple local A 89 Claude Code, Codex, OpenCode 2 839 tok
Rich627/whatsapp-claude-plugin Claude Code WhatsApp channel plugin — run AI directly from WhatsApp, voice transcription, 89 Claude Code, Codex, OpenCode 2 1,379 tok
drpedapati/sciclaw sciclaw.dev Paired-scientist AI assistant for reproducible research — lightweight Go runtime, lifecycl 88 Codex, OpenCode 2 93 tok
kaininx/PlainTab plaintab.kaininx.workers.dev A browser start page and new tab. Pure, fast, free — made to enjoy. 88 Claude Code, Codex, OpenCode 11 1,205 tok
dennisonbertram/lgrep Local semantic code search CLI with multi-language support 88 Claude Code, Codex, OpenCode 2 2,150 tok
UncertaintyArchitectureGroup/The-Subprime-Code-Crisis Independent research synthesis on AI-assisted software delivery risk: how local code-gener 88 Codex, OpenCode 1 5,090 tok
the-void-ia/void-box voidplatform.ai Composable agent runtime with enforced isolation boundaries 88 Claude Code, Codex, OpenCode 7 18,493 tok
justlovemaki/PrismFlowAgent hex2077.dev A full-stack information processing and AI Agent system. It automatically gathers high-qua 88 Codex, OpenCode 1 1,725 tok
mbadran/headlights Headlights: Illuminate your Neovim plugins 88 Claude Code, Codex, OpenCode 2 3,242 tok
garagon/aguara aguarascan.com The open source security engine for AI agent and supply-chain trust. 88 Claude Code, Codex, OpenCode 2 6,918 tok
liuzhengdongfortest/MA 88 Claude Code, Codex, OpenCode 2 2,241 tok
merlinhu1/truthmark Git-native truth docs for AI-assisted codebases, keeping branch-scoped documentation align 88 Claude Code, Codex, OpenCode 11 3,734 tok
web3dev1337/gastown-gui Web Graphical User Interface (GUI) for Gas Town multi-agent orchestrator - A companion int 88 Claude Code, Codex, OpenCode 2 1,034 tok
wquguru/skills wquguru.github.io Practical Agent Skills — English-for-engineers coaching, Pi Agent setup, and more. Install 88 Claude Code, Codex, OpenCode 2 1,450 tok
mitchross/talos-argocd-proxmox mitchross.github.io Talos ArgoCD Homelab. My personal production Cluster. 88 Claude Code, Codex, OpenCode 12 5,963 tok
zkwi/VoxType Privacy-conscious, open-source AI voice typing for Windows. 88 Codex, OpenCode 1 2,502 tok
wise-vision/ros2_mcp wisevision.tech Advanced MCP Server ROS 2 bridging AI agents straight into robotics 88 Codex, OpenCode 1 665 tok
dbt-labs/dbt-autofix CLI to help users refactor dbt projects by automatically fixing deprecations 88 Claude Code, Codex, OpenCode 2 1,334 tok
NVIDIA-TAO/tao-skill-bank 88 Codex, OpenCode 1 2,542 tok
disnet/skyreader skyreader.app An RSS reader for the AT Protocol 88 Claude Code, Codex, OpenCode 3 3,583 tok
PascaleBeier/hitkeep hitkeep.com 100% open-source, AI-native web analytics with cookieless tracking, open exports, custom d 88 Claude Code, Codex, OpenCode 12 3,015 tok
nubo-db/dynoxide dynoxide.dev A DynamoDB emulator in Rust, backed by SQLite. Starts in milliseconds as a single static b 88 Codex, OpenCode 1 1,400 tok
zby/commonplace The theory of LLM wikis, running as one. A framework for agent-operated knowledge: typed, 88 Claude Code, Codex, OpenCode 4 5,145 tok
neondatabase/agent-skills Agent Skills for Neon Severless Postgres 88 Claude Code, Codex, OpenCode 2 4,098 tok
henkisdabro/wookstar-claude-plugins An opinionated Claude Code Plugin Pack. Skills, Agents, Hooks, MCPs. Examples: Email draft 88 Claude Code, Codex, OpenCode 2 761 tok
justjavac/claude-and-codex-website A Claude Code and Codex relay website. 88 Codex, OpenCode 1 350 tok
SciMate-AI/HPC-Skills Portable agent skills for High Performance Computing workflows across OpenFOAM, SU2, LS-DY 88 Codex, OpenCode 1 202 tok
bcefghj/comic-guide-skill Comic-style infographic generator Skill | 10+ anime styles (Doraemon/Naruto/One Piece/Drag 88 Claude Code, Codex, OpenCode 2 279 tok
mertkayacs/reevesagents Uses only the subcriptions you have. Control different agents with agents. Free, local, wo 88 Codex, OpenCode 1 2,448 tok
softdaddy-o/yes-ue-mcp Native C++ Model Context Protocol (MCP) plugin for Unreal Engine 5.4+ 88 Codex, OpenCode 1 2,529 tok
WolframResearch/AgentTools Implements a model context protocol server using Wolfram Language 88 Claude Code, Codex, OpenCode 9 3,505 tok
johnfkoo951/cmds-llm-wiki LLM Wiki template — Karpathy 3-layer pattern + Gold In Gold Out purpose gate + dual Claude 87 Claude Code, Codex, OpenCode 4 28,195 tok
alibaba/opc-starter 87 Codex, GitHub Copilot, OpenCode 2 3,381 tok
harryworld/Xcode26-Agent-Skills 87 Codex, OpenCode 1 1,584 tok
Weaverse/shopify-hydrogen-skills weaverse.io Dedicated agent skills for building, upgrading, and maintaining Shopify Hydrogen storefron 87 Codex, Cursor, OpenCode 2 1,620 tok
ivangrynenko/cursorrules A set of cursor rules for Cursor AI IDE that support PHP, Python, JavaScript and Drupal-sp 87 Claude Code, Codex, OpenCode 2 4,002 tok
ivbeg/newsworker Advanced news feeds extractor and finder library. Helps to automatically extract news from 87 Codex, OpenCode 1 143 tok
josephgoksu/TaskWing taskwing.app Local-first AI knowledge layer. Extract architecture, query from any AI tool via MCP. Priv 87 Claude Code, Codex, Gemini CLI, OpenCode 3 7,754 tok
kangarooking/tiktok-gen AI-powered digital human video generation platform for TikTok marketing 87 Claude Code, Codex, OpenCode 2 1,563 tok