How real projects configure their agents

24,815 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 agents8,505Claude Code6,886Git and workflow3,611Data and AI3,580Backend and APIs3,556Languages3,487Planning3,327Code review2,899Testing2,686Writing and docs2,480DevOps and cloud2,479Memory and context2,375Research2,323Frontend2,308Security2,172Project management1,965

All Claude Code32,517 Codex24,815 OpenCode23,733 GitHub Copilot3,719 Gemini CLI2,034 Cursor1,770 Windsurf202 Kiro114

Project Stars Configures Files Always loaded
weteach-app/copilot Example of instructions and agents that can be used with GitHub Copilot 3 Claude Code, Codex, GitHub Copilot 14 15,227 tok
CraigWhite81/copilot-studio-skills Use the ROCKET framework skill to improve Copilot Studio agent instructions 3 Claude Code, Codex 1 —
S13G/engineering-standards-plugin Cross-domain software engineering standard principles for AI coding agents (Claude Code, C 3 Claude Code, Codex, GitHub Copilot, Cursor, Gemini CLI, OpenCode 5 3,971 tok
gautam-achieveai/ClaudePlugins Custom Claude Code plugins — skills, agents, commands, and MCP integrations for Azure DevO 3 Claude Code, Codex, OpenCode 2 2,677 tok
benigeri/braintrust-claude-plugin Claude Code plugin for managing Braintrust prompts 3 Codex, OpenCode 1 166 tok
iamcxa/kc-claude-plugins Claude Code plugin marketplace — curated plugins for browser E2E testing and more 3 Claude Code, Codex, OpenCode 2 2,492 tok
zackbart/agent-plugins Personal Claude Code plugin marketplace - claude-hud, motif, helm 3 Codex, OpenCode 1 672 tok
hidetsugu-miya/claude-plugins 3 Claude Code, Codex, OpenCode 6 1,318 tok
jskswamy/claude-plugins A curated collection of Claude Code plugins focused on developer workflows, code generatio 3 Claude Code, Codex, OpenCode 3 2,178 tok
artreimus/software-factory-starter Sample software factory repository with agent contracts, specs, plans, skills, MCP policy, 3 Codex, OpenCode 1 793 tok
loveautomate/ai-qa-agent 3 Claude Code, Codex, OpenCode 2 574 tok
ypolon7kiy/akashi VS Code Extension For LLMs related files. 3 Claude Code, Codex, OpenCode 7 1,034 tok
wingify/wingify-fme-mcp developers.vwo.com MCP Server for Feature Management & Experimentation 3 Codex, OpenCode 1 1,451 tok
Glavin001/vibe-land-old A lightweight 3D web-based multiplayer starter kit using Three.js, React, and SpacetimeDB. 3 Claude Code, Codex, OpenCode 2 1,756 tok
Ming-321/cursor-better-feedback 3 Codex, OpenCode 1 312 tok
WenBin6/thesis-md-word-workflow A standard SOP skill for quickly drafting papers with AI tools, which can be combined with 3 Claude Code, Codex, GitHub Copilot, Cursor, Gemini CLI, OpenCode 5 1,153 tok
XelaNull/Claude_Samantha Samantha oversight and system prompt 3 Claude Code, Codex, OpenCode 27 2,277 tok
edenbuilds/arya-ai Indian-law plugin for advocates: Bombay High Court and Maharashtra tribunal drafting, NCLT 3 Claude Code, Codex, Gemini CLI, OpenCode 3 540 tok
percona/percona-messaging 3 Claude Code, Codex, OpenCode 2 143 tok
punkadillo/figma-code-composer punkadillo.github.io A simple orchestration for developing figma design to frontend components 3 Claude Code, Codex, OpenCode 26 1,633 tok
stefanrows/claude-code-plugins Claude Code plugin marketplace by Stefan Rows (skills, agents, commands, hooks) 3 Claude Code, Codex, OpenCode 2 313 tok
seeker71/Coherence-Network coherencycoin.com Open intelligence platform that traces every idea from inception to payout — with fair att 3 Claude Code, Codex, Cursor, Gemini CLI, OpenCode 16 9,680 tok
SecondLifes/delphi-expert An opinionated ecosystem of rules, skills and steerings to elevate Delphi development to s 3 Claude Code, Codex, GitHub Copilot, Gemini CLI, OpenCode 4 11,182 tok
OthmanAdi/chronos aware-bloom-szmt.here.now Time awareness for AI coding agents. Hook-backed ledger, 7 decision rules, 8 platforms. Fi 3 Codex, OpenCode 1 762 tok
humzakt/dev-starter-kit Production-ready starter repository with CI/CD workflows, issue templates, incident runboo 3 Claude Code, Codex, GitHub Copilot, OpenCode 3 1,704 tok
WyvernCW/Monich 3 Claude Code, Codex, OpenCode 2 1,438 tok
sarkarsaurabh27/agent-loop-learning Reference library and skill toolkit for auditing, reviewing, and improving LLM-based agent 3 Claude Code, Codex, GitHub Copilot, Gemini CLI, OpenCode 4 2,833 tok
ai-ledger/ai-ledger Git-native, append-only governance for AI-assisted software development. 3 Codex, OpenCode 1 402 tok
dryvist/claude-code-plugins My custom claude code (hopefully agentsmd soon) plugins for when I've scoured the interweb 3 Claude Code, Codex, OpenCode 2 1,574 tok
brunobrown/claude-flet-plugin A Claude Code plugin that provides expert knowledge for building Python apps and extension 3 Claude Code, Codex, OpenCode 7 415 tok
oopsyz/mcp 3 Claude Code, Codex, OpenCode 2 1,027 tok
lukleh/mcp-read-only-grafana MCP server for read-only access to Grafana instances 3 Codex, OpenCode 1 3,269 tok
nam20485/agent-instructions Custom instructions "pseudocode scripting" framework used by GitHub Copilot, Gemini Code A 3 Claude Code, Codex, GitHub Copilot, OpenCode 3 2,883 tok
solutionforest/neo-skill AI coding assistant instructions for Neo CLI — works with Claude Code, GitHub Copilot, Cur 3 Codex, Cursor, OpenCode, Windsurf 3 25,658 tok
rwx-cloud/skills 3 Codex, GitHub Copilot, OpenCode 2 613 tok
nemesiscodex/pulse-tm (WIP) Pulse is a simple terminal-based task manager as a CLI, a TUI, and an MCP server to 3 Codex, OpenCode 1 346 tok
AndyLiner13/ts-mcp-server TypeScript MCP server for AI-powered refactoring. Rename symbols, extract functions, move 3 Codex, OpenCode 1 2,974 tok
MaterializeInc/agent-skills Materialize agent skills 3 Claude Code, Codex, OpenCode 4 2,500 tok
akiojin/playfab-mcp-server PlayFab MCP server with CI/CD and release-please 3 Claude Code, Codex, OpenCode 17 2,878 tok
vuhai2002/ai-slides-mcp 3 Claude Code, Codex, OpenCode 2 2,407 tok
ryanyogan/fizzy-do-mcp fizzy.yogan.dev MCP server for Fizzy, the 37signals kanban tool: 67 tools covering boards, cards, comments 3 Codex, OpenCode 1 960 tok
HelloWorld-Open/word-mcp-server MCP server for Microsoft Word document manipulation via COM automation (Node.js/TypeScript 3 Codex, OpenCode 1 597 tok
jvm/usql-mcp usql MCP Server 3 Claude Code, Codex, OpenCode 2 5,703 tok
ssdeanx/ssd-ai MCP server 3 Claude Code, Codex, GitHub Copilot, OpenCode 24 19,124 tok
ThreeFish-AI/negentropy-perceives The Perception Engine for AI Agents. Distilling web pages and PDFs into clean Markdown nec 3 Claude Code, Codex, OpenCode 2 2,299 tok
NoEdgeAI/doc2x-mcp doc2x-mcp 3 Codex, OpenCode 1 934 tok
aplaceforallmystuff/mcp-wp-abilities MCP server for WordPress 6.9+ Abilities API - dynamically exposes WordPress abilities as A 3 Claude Code, Codex, Gemini CLI, OpenCode 4 323 tok
danielsimonjr/fzf-mcp MCP server for fzf fuzzy finder - enables fuzzy file search, list filtering, and content s 3 Codex, OpenCode 1 953 tok
howmanysmall/npm-registry-mcp NPM Registry MCP 3 Claude Code, Codex, OpenCode 4 479 tok
aplaceforallmystuff/mcp-wisdom Philosophy-grounded thinking frameworks for Claude - an MCP server providing Stoic, Cognit 3 Claude Code, Codex, Gemini CLI, OpenCode 4 446 tok