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
CompleteTech-LLC-AI-Research/beyond-the-token-bottleneck Obsidian research wiki on latent-space reasoning and inter-agent communication beyond the 42 Claude Code, Codex, OpenCode 3 6,173 tok
championswimmer/env.sync.local envsync.arnav.tech sync your env secrets securely peer-to-peer on local networks 42 Claude Code, Codex, OpenCode 2 5,036 tok
cameronapak/freedom-stack-v3 git.new A no-build, un-bloated stack built upon Web Standards that feels freeing to use and can be 42 Claude Code, Codex, OpenCode 43 302 tok
lonormaly/builders-stack Opinionated AI-native monorepo starter — build your MVP as a production-ready structure. a 42 Claude Code, Codex, OpenCode 2 9,453 tok
SteveGJones/ai-first-sdlc-practices Repo of the scripts I'm using to work with Claude and Gemini 42 Claude Code 1 3,037 tok
iceymoss/go-hichat-api pkg.go.dev go-hichat-api is the next-generation backend for the HiChat project, rebuilt from the grou 42 Claude Code 18 1,166 tok
avanelsas/baredom avanelsas.github.io BareDOM: Lightweight UI components built on web standards (Custom Elements, Shadow DOM, ES 42 Claude Code 1 9,365 tok
WhitehatD/crag crag.sh The bedrock layer for AI coding agents. One governance.md. Any project. Never stale. Unive 42 Claude Code, Codex, OpenCode 2 601 tok
alexk-dev/golemcore-bot golemcore.me Agent Platform for AI-Native Companies 42 Claude Code, Codex, OpenCode 2 3,732 tok
Jeomon/Operator-Use 🐧Operator-Use: AI that can do stuffs on your computer 42 Claude Code 1 1,675 tok
cenconq25/claude-code-app-studio A coordinated team of 53 Claude Code subagents that build, ship, and operate mobile apps e 42 Claude Code 11 790 tok
rmartynenko/workflow-dev-1c-claude-code Unified standards and methodology for developing 1C:Enterprise 8 extensions and configurat 42 Claude Code 10 5,516 tok
archibate/dotfiles-claude 42 Claude Code 1 3,463 tok
Doulor/Clawd-Companion Claude Code desktop pet companion — a transparent desktop pet window that displays Claude 42 Claude Code, Codex, OpenCode 2 2,666 tok
hudrazine/claude-code-memory-bank Memory management optimized for Claude Code, based on the Cline Memory Bank. 42 Claude Code 7 1,342 tok
chadrik/maya-mcp-server MCP Server for Autodesk Maya 42 Claude Code 1 2,243 tok
pofice/voice-input-method An AI-native cross-platform offline voice input method. 42 Claude Code 1 1,230 tok
hodgesmr/agent-fecfile A Claude Code plugin + Agent Skill + MCP Server for analyzing Federal Election Commission 42 Claude Code, Codex, OpenCode 2 1,308 tok
dsebastien/whatsapp-claude-agent Bridge WhatsApp with Claude Code - interact with your files via WhatsApp messages 42 Claude Code, Codex, OpenCode 2 1,027 tok
krapie/mycelium tiny.kevinprk.com Organize your AI sessions, and carry what they know into the next one. 42 Claude Code, Codex, OpenCode 2 4,939 tok
man0l/ai-directories flowcraftpro.com Submit your AI tool or AI Agent in AI directories 42 Claude Code, Codex, Cursor, Gemini CLI, OpenCode 5 4,688 tok
FalkorDB/FalkorDB-MCPServer falkordb.com FalkorDB-MCPServer is an MCP (Model Context Protocol) server that connects LLMs to FalkorD 42 Claude Code, Codex, OpenCode 2 1,406 tok
SimonTheSalesBooster/ClaudeSkills-SprintClub strategysprints.com Claude Skills For Sales Optimization 42 Claude Code 1 2,196 tok
smcronin/uspto-cli Agent-ready CLI for the USPTO Open Data Portal API 42 Claude Code, Codex, OpenCode 2 1,577 tok
theam/limina Autonomous research harness for AI agents. Give it a measurable goal — it hypothesizes, ex 42 Claude Code, Codex, OpenCode 7 2,170 tok
demml/opsml docs.demml.io AI lifecycle platform for classical ML and agentic systems. Versioned, encrypted registrie 42 Claude Code, Codex, OpenCode 5 6,068 tok
OhadAssulin/headless-coder-sdk Unified SDK for headless AI coders (Codex, Claude, Gemini) 42 Claude Code, Codex, OpenCode 2 1,313 tok
Postman-Devrel/postman-claude-code-plugin Official Postman plugin for Claude Code 42 Claude Code 1 1,784 tok
adityaarsharma/librecrawl-technical-seo-audit-mcp The AI-native technical SEO crawler. Open-source MCP server for Claude / Cursor / Codex — 42 Claude Code 1 —
jray2123/zen-mcp-server Zen MCP server with advanced AI collaboration features 42 Claude Code 2 2,495 tok
firecrawl/last30flames Agent skill that researches what's actually new about any topic in a recent time window - 42 Claude Code 1 232 tok
ziya-ai/ziya Self-hosted AI technical workbench. Visual, persistent, multi-stream. Development, archite 42 Claude Code, Codex 2 —
MonadWorks/agentify Agent Interface Compiler — One command. Every agent speaks your product. Transform OpenAPI 42 Claude Code, Codex, OpenCode 2 2,479 tok
pinecone-io/cultivar Use cultivar to test your Agent Skills and Docs by running them in sandboxes, and across d 42 Claude Code 1 —
OpenCognit/Opencognit opencognit.mytherrablockchain.org The open-source AI agent OS. CEO orchestrator, persistent memory, real execution, atomic b 42 Claude Code 1 1,642 tok
xorbitsai/xrouter-llm A prompt-aware LLM router that predicts which models can complete each request, then selec 42 Claude Code, Codex, OpenCode 2 6,964 tok
Snowflake-Labs/snowflake-ai-kit Snowflake AI Kit: Cortex Code plugin for automatic Snowflake routing, envelope-based permi 42 Claude Code, Codex, OpenCode 1 1,366 tok
untra/operator operator.untra.io 📞 Operator! Multi-agent orchestration application for AI assisted kanban shaped software 42 Claude Code, Codex, OpenCode 5 4,082 tok
agentgram/agentgram agentgram.co Open-source AI agent social network built with Next.js + Supabase. Self-hostable, cryptogr 42 Claude Code 1 4,467 tok
wzj998/fluencer-predict-track An anthology of prominent investment influencers: tracks their historical investment predi 42 Claude Code 1 —
procoders/superpowers-v amiainative.dev Compound V is a multi-model orchestrator for Claude Code, layered on Superpowers: a determ 42 Claude Code, Codex, OpenCode 3 2,301 tok
marshall0524/everythingclaudecode 42 Claude Code, Codex, OpenCode 50 2,001 tok
artemnovichkov/skills skills.sh Collection of Claude Code plugins for enhanced development workflows. 42 Claude Code, Codex, OpenCode 1 496 tok
spranab/saga-mcp npmjs.com Your agent loses the plan between sessions, so saga-mcp gives it a SQLite-backed tracker f 42 Claude Code 1 —
KBRmau/linkedin-resume-optimizer Skill de otimização de LinkedIn e currículo, usável em Claude Code, Cursor e Codex 42 Claude Code, Codex 2 —
dwarvesf/claude-guardrails Hardened security configuration for Claude Code; permission deny rules, shell hooks, and p 42 Claude Code 1 870 tok
reichenbach/iwork_mcp MCP server for Apple iWork automation — 125 tools for Numbers, Pages, and Keynote. Templat 42 Claude Code 1 3,799 tok
bee-computer/bee-skill bee.computer Bee Skill for Agents 42 Claude Code 1 257 tok
mcp-box/mcpscore mcpscore.dev Lighthouse for MCP — score any MCP server 0–100. 42 Claude Code, Codex, OpenCode 2 1,412 tok
mshadmanrahman/claude-for-designers A working repository for designers who use Claude as a collaborator. Skills, principles, p 42 Claude Code 1 4,820 tok