How real projects configure their agents

32,517 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
adriannoes/awesome-agentic-ai Agentic AI knowledge hub: 408 Cursor/Claude/Codex skills, 108 papers, 201 ML notebooks, 9 96 Claude Code, Codex, OpenCode 2 2,087 tok
NeoZi12/dispatchseo dispatchseo.com Turn your AI agent into your SEO manager - works today with Claude Code, Codex, and Cursor 96 Claude Code 7 3,877 tok
LamoomAI/lamoom-python flow-prompt.com Open source library for production prompt engineering and load balancing of AI Models 96 Claude Code 1 307 tok
bluedusk/html-slides htmlslides.com Create beautiful html slides and speaker notes on the web using Claude's skills. Support G 96 Claude Code 1 339 tok
Remix-Design/RemixIcon-MCP 96 Claude Code, Codex, OpenCode 2 1,284 tok
plclub/hs-to-rocq hs-to-coq.readthedocs.io Convert Haskell source code to Coq source code. 96 Claude Code 4 11,262 tok
Synerise/synerise-design A UI Design Language and React UI library powered by Synerise team https://www.synerise.co 96 Claude Code 10 2,250 tok
Apricooooot/opencode-safechange A risk-aware multi-agent runtime for safe code migrations in OpenCode. 95 Claude Code, Codex, OpenCode 4 173 tok
Jxck/dotfiles dotfiles 95 Claude Code, Codex, OpenCode 20 4 tok
leondgarse/Atom_notebook Personal atom notebook 95 Claude Code 2 1,372 tok
shellus/cc-models 95 Claude Code 1 530 tok
GoatWang/CCStockWorkEnv 95 Claude Code 18 4,392 tok
ev-sys/evsys-sdk ev-sys.github.io Infrastructure for thousands of task-specialised models that learn continuously from every 95 Claude Code 7 1,085 tok
seedprod/openclaw-prompts-and-skills Telegram bot that talks to headless Claude Code - proof of concept 95 Claude Code 53 1,862 tok
capitalparser/notebooklm-wiki-pipeline Turn Google Drive PDFs into Obsidian wiki notes via NotebookLM MCP without loading full PD 95 Claude Code 1 571 tok
davidmatousek/tachi Threat modeling and AI-reasoning vulnerability detection harness for Claude Code — STRIDE 95 Claude Code 78 1,350 tok
Bike4Mind/bike4mind bike4mind.com The open-core AI workbench — notebooks, agents, RAG, voice, and images across any model: O 95 Claude Code, Cursor 2 5,010 tok
dioptx/mcp-atom-of-thoughts MCP server for structured AI reasoning — decompose problems into atomic thoughts with depe 95 Claude Code 1 997 tok
nealcaren/social-data-analysis Claude Code plugins for quantitative and qualitative sociological research 95 Claude Code 1 2,379 tok
jananthan30/Resume-Builder AI-powered resume & cover letter generator with dual ATS + HR scoring. Works for any profe 95 Claude Code, Codex, OpenCode 2 10,000 tok
tt-11-dd/tether-ai tether-code.xyz Tether Agent 95 Claude Code, Codex, OpenCode 5 732 tok
Calibre-Labs/reforge-ai-evals reforge.com Open-source AI evals toolkit: skills that guide AI coding agents to write eval rubrics, ev 95 Claude Code 1 255 tok
apeyroux/mcp-xmind 95 Claude Code 1 522 tok
unoplat/unoplat-code-confluence docs.unoplat.io Always keep your codebases ready for Agents. Improve any coding workflow by atleast 2x by 94 Claude Code, Codex, Gemini CLI, OpenCode 3 239 tok
jcesarperez/claude-em 94 Claude Code 16 1,091 tok
haikelz/jadwal-sholat jdwshlt.ekel.dev A monorepo for prayer schedule Website 94 Claude Code, Codex, OpenCode 7 3,793 tok
clawrun-sh/clawrun clawrun.sh Deploy and manage AI agents in seconds. 94 Claude Code, Codex, OpenCode 2 5,125 tok
IvanWng97/dotfiles macOS dotfiles managed with GNU stow — ghostty, neovim, zsh, tmux, starship, lazygit, home 94 Claude Code 1 199 tok
proofsh/granola-mcp-server Local granola-ai-mcp-server 94 Claude Code 1 770 tok
okooo5km/memory-mcp-server-go A Model Context Protocol server that provides knowledge graph management capabilities. 94 Claude Code, Codex, OpenCode 2 4,740 tok
shepherdjerred/monorepo Monorepo for all of my projects 94 Claude Code, Codex, OpenCode 17 2,191 tok
vstorm-co/pydantic-ai-shields vstorm-co.github.io Guardrail capabilities for Pydantic AI — cost tracking, prompt injection detection, PII fi 94 Claude Code, Codex, OpenCode 2 799 tok
UnpaidAttention/fable5-methodology A transferable, self-enforcing software-engineering methodology for AI coding agents — pla 94 Claude Code 1 2,387 tok
NakaokaRei/SwiftAutoGUI nakaokarei.github.io A Swift library for macOS automation — mouse, keyboard, screenshots, image recognition, an 94 Claude Code, Codex, OpenCode 4 973 tok
heliohq/ship helio.im An agentic development harness for Claude Code, Codex & Cursor: gated pipeline from spec t 94 Claude Code, Codex, OpenCode 1 1,117 tok
playbooks-ai/playbooks runplaybooks.ai ▶📚 Playbooks is a semantic programming system for AI agents 94 Claude Code 1 2,640 tok
RLabs-Inc/memory Memory server for llms that can be easily integrated to any client. 94 Claude Code 1 1,848 tok
IlyaGusev/academia_mcp smithery.ai Academia MCP server: Tools for automatic scientific research 94 Claude Code 1 2,701 tok
diillson/chatcli chatcli.edilsonfreitas.com ChatCLI is a command-line application that utilizes LLMs—such as those from Anthropic, Ope 94 Claude Code, Codex 66 —
tensorcircuit/tensorcircuit-ng tensorcircuit-ng.readthedocs.io Next-gen AI-native tensor-network-based quantum software framework 94 Claude Code, Codex, OpenCode 12 1,490 tok
mxyhi/token_proxy Local AI API gateway for OpenAI / Gemini / Anthropic. Runs on your machine, keeps tokens c 94 Claude Code, Codex, OpenCode 3 242 tok
wquguru/skills wquguru.github.io Practical Agent Skills — English-for-engineers coaching, Pi Agent setup, and more. Install 94 Claude Code, Codex, OpenCode 2 1,450 tok
sorryhumans/clawdmeter-plus A round AMOLED desk display for your live Claude Code usage, weather, background-agent hea 94 Claude Code 1 4,837 tok
jochne/linuxdo-awesome-skills linuxdo-awesome-skills.tencents.ltd A skills directory published by Linux.do community users. Organized by capabilities, prere 94 Claude Code 1 5,794 tok
bgreenwell/dotagents A proposed convention for the .agents/ directory to prevent context bloat and improve agen 94 Claude Code, Codex, OpenCode 2 185 tok
Blakeem/Navidrome-MCP Analyze listening patterns, build playlists, find missing albums, discover similar artists 94 Claude Code 1 3,547 tok
pjwang2022/Monstrare Monstrare — a gate-based workflow layer for AI coding agents. Every non-trivial change is 94 Claude Code, Codex, OpenCode 15 1,227 tok
AIBiz-Automatyzacje/claude-code-starter 94 Claude Code 46 —
miskibin/warbell miskibin.github.io Action-RPG: a Bevy 0.19 / Rust game — town-building, night sieges, upgrades, bloodline su 94 Claude Code, Codex, OpenCode 8 16,107 tok
ominou5/funnel-architect-plugin skool.com Turn Claude into a full-stack sales funnel architect. Build high-converting funnels with o 94 Claude Code 1 677 tok