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
piebro/openstreetmap-statistics piebro.github.io Monthly updated interactive statistics about OpenStreetMap. 40 Codex, OpenCode 1 5,736 tok
benadrasni/abherbs_flutter 40 Codex, OpenCode 1 1,417 tok
paidinesh7/onepager Two-stage financial analysis workflow — executive briefing first, detailed deep dive on re 40 Claude Code, Codex, OpenCode 2 27,062 tok
amidabuddha/unichat-mcp-server 40 Codex, OpenCode 1 441 tok
koki-develop/mmcp npmjs.com 🛠️ Manage your MCP (Model Context Protocol) server definitions in one place and apply the 40 Claude Code, Codex, OpenCode 2 995 tok
whinc/super-skills Gives AI coding agents expert knowledge in specific technical domains. 40 Codex, OpenCode 1 205 tok
socket-link/ampere Observable AI cognition in Kotlin Multiplatform. Every agent decision emits a structured e 40 Codex, OpenCode 1 7,603 tok
BjornMelin/tripsage-ai AI-powered travel planning and itinerary optimization with Next.js 16, Vercel AI SDK v7, S 40 Codex, OpenCode 1 7,575 tok
jayminwest/canopy Git-native prompt management for AI agent workflows 40 Claude Code, Codex, OpenCode 7 5,734 tok
superfill-ai/superfill.ai superfill.ai Stop typing. Start autofilling with Superfill AI 40 Codex, OpenCode 1 2,948 tok
Nikolai-Iakubovskii/app-paywall-pilot A framework for designing App Store-compliant subscription paywalls. 4 layers: AI skill (C 40 Codex, OpenCode 1 114 tok
evanlong-me/nvidia-anthropic-proxy A Cloudflare Worker proxy that enables Claude Code to use NVIDIA NIM API models 40 Codex, OpenCode 1 284 tok
booklib-ai/booklib booklib-ai.github.io Detects what your AI doesn't know about your project and fixes it. Post-training gap detec 40 Claude Code, Codex, OpenCode 2 613 tok
Prismer-AI/signet signet-auth.vercel.app Cryptographic trust and authorization evidence for AI agents. Every action a receipt, ever 40 Codex, OpenCode 1 657 tok
surendranb/google-search-console-mcp Google Search Console MCP Server for Claude, Cursor, Windsurf and other MCP Clients 40 Codex, OpenCode 1 955 tok
qorm/platform qorm.com Build UI apps with your AI assistant — together, live. An agent-native, cross-platform dec 40 Codex, OpenCode 1 3,394 tok
neuron-core/maestro CLI agent built entirely in PHP with Neuron AI framework 40 Claude Code, Codex 3 —
agent-bridges/ab agent-bridge.dev agent-bridge 40 Codex, OpenCode 1 1,140 tok
NikiforovAll/pi-inspect nikiforovall.blog Introspection dashboard for the pi coding agent — tools, prompts, skills, and the system p 40 Claude Code, Codex, OpenCode 2 610 tok
contentful/skills contentful.com Skills for teaching agents how to build on Contentful. 40 Claude Code, Codex, OpenCode 2 1,665 tok
trip2g/trip2g trip2g.com Open-source MCP knowledge mesh - self-host your second brain, expose it to AI agents, fede 40 Claude Code, Codex, OpenCode 2 3,669 tok
timothywarner-org/ab100 techtrainertim.com Exam AB-100: Agentic AI Business Solutions Architect 40 Claude Code, Codex, GitHub Copilot, OpenCode 10 7,015 tok
lbb00/ai-rules-sync lbb00.github.io Synchronize, manage, and share your ai rules, skills, commands, subagents (Cursor, Claude 40 Claude Code, Codex, OpenCode 6 1,026 tok
FernandoJRR/solidifier SOLID principles and design patterns for backend code — applied with restraint. Skill for 40 Codex, OpenCode 1 414 tok
ttcc666/DatabaseMcpServer 40 Claude Code, Codex, OpenCode 2 2,335 tok
chambear2809/splunk-cisco-skills Skills that make your agent a Splunk Engineer 40 Claude Code, Codex, OpenCode 3 14,897 tok
guoliang1114-boop/AriaAI aria.d2cgo.co Open-source agentic workspace for professional knowledge work with project memory, client 40 Codex, OpenCode 1 531 tok
zero8dotdev/smriti Shared memory for AI-powered engineering teams. Captures, indexes, and recalls conversatio 40 Claude Code, Codex 2 2,832 tok
zxkane/autonomous-dev-team kane.mx Turns issues into merged PRs/MRs with zero human intervention — supports GitHub and GitLab 40 Claude Code, Codex, OpenCode 6 3,911 tok
chunpu/agent-skills agent skills 40 Claude Code, Codex, OpenCode 2 45 tok
OutlineDriven/odin-claude-plugin outlinedriven.github.io Outline-Driven Development for Claude Code - 46 agents, 25+ skills, diagram-first methodol 40 Claude Code, Codex, OpenCode 2 2,524 tok
0xferrous/agent-box 0xf.rs Sandboxed containers for AI coding agents with disposable Git/Jujutsu workspaces 40 Codex, OpenCode 1 373 tok
EvilFreelancer/rpa-skills t.me Agent-skills marketplace for Coddy, Claude Code, Codex and Cursor: RPA BDD workflow, Logik 40 Claude Code, Codex, OpenCode 2 2,173 tok
nirholas/Binance-MCP binance-mcp.modelcontextprotocol.name A Model Context Protocol (MCP) server for Binance.com API. Offers standardized access to s 40 Claude Code, Codex, GitHub Copilot, Gemini CLI, OpenCode 4 924 tok
togethercomputer/skills Skills to help your coding agents use Together AI products. 40 Codex, OpenCode 1 3,706 tok
epicsagas/Velith epicsagas.github.io AI-native publishing system — build books like software. 6-phase pipeline from blank page 40 Claude Code, Codex, OpenCode 2 1,990 tok
ivan-magda/swift-security-skill AI agent skill for secure credential storage & cryptography on Apple platforms - Keychain 40 Claude Code, Codex, OpenCode 2 847 tok
takeshy/obsidian-llm-hub Obsidian plugin for AI chat, workflow automation, and semantic search — supports Gemini, 40 Claude Code, Codex, OpenCode 2 2,303 tok
Litash/moomoo-api-mcp MCP Server for AI Agents to use Moomoo OpenAPI (https://www.moomoo.com/OpenAPI) 40 Codex, OpenCode 1 143 tok
giantswarm/muster giantswarm.github.io Aggregating MCP server: one authenticated endpoint for every MCP server a platform runs, w 40 Claude Code, Codex, Cursor, OpenCode 4 1,118 tok
MonkeyUI-dev/vibe-to-ui Make AI-generated UI actually look designed. 40 Codex, OpenCode 1 2,738 tok
jakub-k-slys/substack-gateway-oss iam.slys.dev Stateless Substack Gateway exposing a REST API and MCP for reading profiles, posts, notes, 40 Claude Code, Codex, OpenCode 2 3,851 tok
DeepSQLAI/deepsql deepsql.ai The database agent for Postgres and MySQL - Point it at PostgreSQL or MySQL and ask questi 40 Claude Code, Codex, OpenCode 2 28,021 tok
vscarpenter/gsd-task-manager gsd.vinny.dev Stop juggling, start finishing. GSD Task Manager makes it easy to sort your to-dos into wh 40 Claude Code, Codex, GitHub Copilot, OpenCode 37 6,849 tok
benedict-armstrong/presio presio.ch Present PDFs from your browser. Including speaker notes, mp4/YouTube/Vimeo support and mor 40 Codex, OpenCode 1 536 tok
363045841/KLineChartQuant 363045841.github.io High-performance financial charting terminal with Canvas/WebGL/WebGPU backends, 1–3ms GPU 40 Codex, OpenCode 7 3,365 tok
doodledood/claude-code-plugins A curated marketplace of Claude Code plugins for agentic development workflows, featuring 40 Claude Code, Codex, OpenCode 5 3,092 tok
j4flmao/agent-skills 40 Claude Code, Codex, GitHub Copilot, OpenCode 13 2,791 tok
wananing/Smart-Health-Assistant An open-source general health AI assistant inspired by Ant Afu, based on LangGraph + FastA 40 Claude Code, Codex, OpenCode 2 5,623 tok
spxrogers/agentsync agentsync.cc Sync AI coding-agent configs (Claude Code, OpenCode, Codex, and more) from one canonical, 40 Claude Code, Codex, OpenCode 3 13,349 tok