How real projects configure their agents

22,053 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 agents7,521Claude Code6,606Data and AI3,688Backend and APIs3,494Languages3,401Planning3,209Git and workflow3,151Code review2,736Memory and context2,361Testing2,351DevOps and cloud2,300Writing and docs2,296Research2,295Frontend2,250Security2,004Productivity1,709

All Claude Code32,116 Codex23,280 OpenCode22,053 GitHub Copilot3,543 Gemini CLI1,915 Cursor1,736 Windsurf119 Kiro77

Project Stars Configures Files Always loaded
cafe3310/public-agent-skills personal agent skills for better QoL 253 Codex, OpenCode 1 250 tok
BiboyQG/WeChat-MCP biboyqg.github.io WeChat-MCP: let Openclaw/Claude/ChatGPT and other AI assistants read and reply to WeChat f 253 Claude Code, Codex, OpenCode 8 967 tok
andrefigueira/.context A Git-native, AI-optimized documentation system that turns your repo into a living knowled 252 Claude Code, Codex, OpenCode 8 1,429 tok
DIGI-UW/OpenELIS-Global-2 openelis-global.org OpenELIS Global — open-source Laboratory Information System (LIS/LIMS) for clinical and pu 252 Claude Code, Codex, GitHub Copilot, OpenCode 32 25,043 tok
enuno/unifi-mcp-server An MCP server that leverages official UniFi API 252 Claude Code, Codex, Cursor, Gemini CLI, OpenCode 45 13,687 tok
copperheadhq/copperhead copperhead.sh Hardware as fast as software. 252 Claude Code, Codex, OpenCode 16 2,315 tok
opensearch-project/security opensearch.org 🔐 Secure your cluster with TLS, numerous authentication backends, data masking, audit log 252 Codex, OpenCode 1 2,198 tok
duckduckgo/apple-browsers duckduckgo.com DuckDuckGo iOS & macOS browsers 252 Claude Code, Codex, GitHub Copilot, OpenCode 7 459 tok
linearis-oss/linearis npmjs.com CLI tool for Linear.app with JSON output, smart ID resolution, and optimized GraphQL queri 251 Claude Code, Codex, OpenCode 2 2,384 tok
AfterShip/clickhouse-sql-parser Go library and CLI that parses ClickHouse-dialect SQL into a typed AST. Supports lexing, p 251 Claude Code, Codex, OpenCode 2 1,183 tok
zapier/sdk docs.zapier.com Agent-readable docs, verified examples, and skill manifest for @zapier/zapier-sdk 251 Claude Code, Codex, OpenCode 2 2,403 tok
byungjunjang/slide-master A workflow for AI agents to create native PPTX files that can be truly edited in PowerPoin 250 Claude Code, Codex, OpenCode 7 3,103 tok
different-ai/agent-bank zerofinance.ai CLI-first banking for agents 249 Codex, OpenCode 26 3,487 tok
aeroxy/chrome-devtools-cli chrome-devtools.gitlawb.app A high-performance, developer and agent friendly CLI for interacting with Chrome via the D 249 Codex, OpenCode 1 1,507 tok
humanstack/vibe-coding-template Ultimate vibe coding full stack template with code context - Build better apps faster with 249 Codex, OpenCode 1 966 tok
pssah4/vault-operator pssah4.github.io Real AI agent for your vault. Coworker, Copilot & thinking partner, that maintains your me 249 Codex, OpenCode 1 1,496 tok
vendelieu/telegram-bot vendelieu.github.io Telegram Bot API wrapper with handy Kotlin DSL. 248 Codex, Cursor, OpenCode 15 381 tok
contextgeneric/cgp contextgeneric.dev Context-Generic Programming: modular programming paradigm for Rust 248 Claude Code, Codex, OpenCode 2 5,994 tok
choyiny/saasmail xyspace.dev Self-hosted email server for SaaS teams on Cloudflare Workers with WebMCP support 248 Claude Code, Codex, OpenCode 7 2,015 tok
starmynd-org/infinite-brain-os A git-backed operating system for running a business with AI agents. Plain Markdown and YA 248 Claude Code, Codex, OpenCode 26 3,099 tok
finos/git-proxy git-proxy.finos.org Deploy custom push protections and policies on top of Git 248 Claude Code, Codex, GitHub Copilot, OpenCode 17 2,404 tok
Meterless/Meterless meterless.ai Local-first context layer for AI agents. Open-source memory, reasoning, world state, inten 248 Codex, OpenCode 1 456 tok
gotgenes/pi-anthropic-auth Pi extension package for Anthropic OAuth compatibility 248 Claude Code, Codex, OpenCode 14 7,847 tok
JayPokale/Chisle chisle.jaypokale.me Your AI talks less, builds less, says more. Like a senior dev who bills by the syllable. 248 Codex, GitHub Copilot, Gemini CLI, Kiro, OpenCode 4 2,193 tok
AgentOrchestrator/AgentBase Multi-agent orchestrator for tracking and analyzing AI coding assistant conversations (Cla 248 Claude Code, Codex, OpenCode 2 1,367 tok
Divkix/Alita_Robot alita-docs.divkix.me 🤖 Alita is a Telegram Group management bot made using Gotgbot and Go, which makes it mode 247 Claude Code, Codex, Gemini CLI, OpenCode 3 7,875 tok
EmpiricaAI/empirica getempirica.com Make AI agents and AI workflows measurably reliable. Epistemic measurement, Noetic RAG, 247 Claude Code, Codex, GitHub Copilot, Cursor, OpenCode 3 6,962 tok
pyth-network/pyth-crosschain pyth.network Crosschain Pyth programs and utilities 247 Claude Code, Codex, OpenCode 2 383 tok
level09/readykit readykit.dev Production-ready Flask SaaS template with multi-tenancy, billing, and teams 246 Codex, OpenCode 1 1,836 tok
NVIDIA/TensorRT-Model-Connect nvidia.github.io From PyTorch model to end-to-end TensorRT inference experience in two commands—AI-native, 246 Codex, OpenCode 1 877 tok
mjmirza/app-store-compliance Enterprise App Store and Google Play rejection compliance playbook: rejection maps, mistak 246 Codex, OpenCode 1 2,567 tok
openshift/oc openshift.org The OpenShift Command Line, part of OKD 245 Claude Code, Codex, OpenCode 8 1,622 tok
xucao-42/bilateral_normal_integration Official implementation of "Bilateral Normal Integration" (BiNI), ECCV 2022. 245 Claude Code, Codex, OpenCode 2 1,838 tok
marcus/td A minimalist CLI for tracking tasks across AI coding sessions. 245 Claude Code, Codex, OpenCode 3 2,715 tok
LAIJiangFeng/resume-builder Choose a template and edit your resume with one click. 245 Claude Code, Codex, OpenCode 8 782 tok
Google-Health-API/google-health-cli developers.google.com Google Health CLI — one command-line tool for the Google Health API. Includes AI agent ski 245 Codex, OpenCode 1 570 tok
corosolto/client csbrasil.online FPS satírico de navegador: 5 facções brasileiras caricatas, 44 personagens, 5 mapas e 26 a 245 Claude Code, Codex, OpenCode 18 3,653 tok
geolens-io/geolens getgeolens.com Self-hosted geospatial data catalog with semantic search (pgvector), OGC/STAC APIs, and ma 245 Claude Code, Codex, OpenCode 2 3,255 tok
zhixiaoqiang/antd-components-mcp npmjs.com An MCP service for querying Ant Design components that reduces hallucinations in component 244 Claude Code, Codex, Cursor, OpenCode 4 143 tok
mblayman/homeschool An app for homeschool planning 244 Codex, OpenCode 1 1,666 tok
jontsai/openclaw-command-center clawhub.ai 🤖 AI assistant command and control dashboard — Spawn more Overlords! 244 Codex, OpenCode 1 2,577 tok
adcontextprotocol/adcp Docs and reference implementation for the Ad Context Protocol 244 Claude Code, Codex, OpenCode 31 218 tok
memory-graph/memory-graph A graph DB-based MCP memory server for coding agents with intelligent relationship trackin 244 Claude Code, Codex, OpenCode 2 2,572 tok
yzhao062/anywhere-agents anywhere-agents.readthedocs.io One config to rule all your AI agents: portable (every project, every session), effective 244 Claude Code, Codex, OpenCode 3 27,832 tok
alvinunreal/lazyskills lazyskills.sh mission control for agent skills 244 Codex, OpenCode 1 154 tok
a-Fig/Accordion get-accordion.dev 🏆 AI Hackathon 2026 @ UC Berkeley Intelligent context management for developers 244 Claude Code, Codex, OpenCode 2 14,163 tok
maoxiansheng0323-a11y/shubi-shot-director Graybox camera previs tool driven by natural-language shot descriptions. 243 Codex, OpenCode 2 764 tok
Yeachan-Heo/My-Jogyo Your one-click scientific research lab for Opencode - with seamless .ipynb and REPL integr 243 Codex, OpenCode 1 12,003 tok
astrochili/awesome-defold Awesome Defold 243 Codex, OpenCode 1 271 tok
knowns-dev/knowns knowns.sh The memory layer for AI-native development - giving AI persistent understanding of your so 243 Claude Code, Codex, Gemini CLI, OpenCode 3 2,766 tok