How real projects configure their agents

32,564 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 agents8,576Claude Code6,909Git and workflow3,638Data and AI3,577Backend and APIs3,561Languages3,499Planning3,322Code review2,907Testing2,704DevOps and cloud2,498Writing and docs2,488Memory and context2,373Research2,320Frontend2,317Security2,182Project management1,989

All Claude Code32,564 Codex24,947 OpenCode23,868 GitHub Copilot3,726 Gemini CLI2,040 Cursor1,770 Windsurf203 Kiro117

Project Stars Configures Files Always loaded
mwieczorkiewicz/opcua-mcp An OPC-UA MCP Server - talk to your robots and PLCs 5 Claude Code 1 10,173 tok
pavelpiha/specrun MCP server that turns OpenAPI specs into tools and calls API 5 Claude Code 1 —
theagenticguy/agentic-plugins Public Claude Code plugin marketplace — installable skills and agents for AI coding agents 5 Claude Code 1 1,213 tok
amittamari/hop Fast full-text search and resume for coding-agent sessions 5 Claude Code, Codex, Cursor, OpenCode 17 694 tok
xidik12/oculo getoculo.com Oculo — AI-Powered Native Browser. Cursor:VSCode :: Oculo:Chrome. 7 MCP tools, open-source 5 Claude Code 1 2,932 tok
BENZEMA216/tradingcoach tradingcoach.vercel.app A tool to help you review your trades 5 Claude Code 1 1,468 tok
lkangd/cc-settings-preset A switchable, reusable runtime settings preset selector for Claude Code 5 Claude Code 2 —
swoopeagle/standardgraph swoopeagle.github.io International Education Standards MCP — CCSS, Singapore MOE, IB MYP and more. Grounding la 5 Claude Code, Codex, OpenCode 8 5,209 tok
Instant-Unicorn/morphbox iu.dev Built 100% With CC. Browser light sandboxed self building IDE wrapper for Claude Code 5 Claude Code 1 989 tok
PenguinAlleyApps/agents-of-the-alley penguinalley.com The context-engineering OS for multi-agent Claude Code projects. Template + discipline tha 5 Claude Code 1 891 tok
swDomass/AI_orchestrator Autonomous orchestrator for Claude/Gemini/Codex CLIs. Markdown-driven queue with multi-pro 5 Claude Code 1 7,772 tok
sidkandan/CLIronChef CLI and AI-agent control for Typhur Dome 2 and Sync ONE probe cooks 5 Claude Code, Codex, Gemini CLI, OpenCode 3 3,003 tok
christopherlouet/claude-base christopherlouet.github.io Opinionated Claude Code foundation — Explore → TDD → Audit workflow, auto-detected stack p 5 Claude Code 18 —
skycube/junebug Agent skill that reduced the natural language to what's important. Stay with the most rele 5 Claude Code, Codex, Gemini CLI, OpenCode 3 776 tok
joeldevz/neurox Persistent memory for AI coding agents — your agent stops forgetting between sessions. One 5 Claude Code 1 2,202 tok
CxMYu/CcGlanceLine A fast, zero-dependency Claude Code status line for model, effort, context, prompt cache, 5 Claude Code 1 1,057 tok
pickjason/cc-windows A visual cc workspace 5 Claude Code, Codex, OpenCode 2 5,996 tok
SidCorp-co/forge Self-hosted lifecycle platform for software powered by Claude Code. Configurable pipelines 5 Claude Code 1 2,484 tok
0martinez/get-design-done Spec-driven design for Claude Code 5 Claude Code 1 387 tok
nisargpatel1906/Aethos_Memory Universal, cross-tool persistent memory bank for AI assistants (Claude Code, Cursor, Winds 5 Claude Code, Codex, Cursor, OpenCode, Windsurf 4 1,164 tok
Lucas-Ren/ai-studio A complete system for using AI to create short videos, supporting Claude Code and Codex 5 Claude Code, Codex, OpenCode 3 166 tok
littlebearapps/contextdocs littlebearapps.com Your AI agent maintains its own context files — a Claude Code plugin with an AGENTS-first 5 Claude Code, Codex, OpenCode 2 2,605 tok
lycfyi/community-agent-plugin discordhunt.com Community agent plugins for Claude Code - sync and analyze Discord & Telegram messages 5 Claude Code 1 1,086 tok
dormannilya/agent-orchestrai dormannilya.github.io An open-source Claude Code orchestrator that selects and integrates the right skill for an 5 Claude Code 1 2,128 tok
randomittin/heimdall runheimdall.dev Verification gates for AI coding agents — nothing ships unproven. Falsifiable oracle gates 5 Claude Code, Codex, OpenCode 2 11,767 tok
is0383kk/claude-agent-sdk-resident-assistant Casra — Claude Code-native personal AI assistant 🦀 5 Claude Code 1 —
sarth6/xlaude-raycast Raycast extension for xlaude — manage AI coding sessions in isolated git worktrees. Launch 5 Claude Code 1 317 tok
tstockham96/claw-kit The safe OpenClaw — persistent AI identity, memory & Telegram chat for Claude Code. No dae 5 Claude Code 2 610 tok
yash-gadodia/claude-init Make any repo AI-native in one command — detects your stack and generates a tailored CLAUD 5 Claude Code, GitHub Copilot 6 561 tok
optifeed/optifeed-radar radar.optifeed.com Open-source AI brand + product visibility checker (GEO/AEO). Are your brand and products r 5 Claude Code 1 2,446 tok
malwarebo/nyrve Code editor with Claude baked in. Every change is verified before you see it. 5 Claude Code, Codex, GitHub Copilot, OpenCode 32 13,073 tok
AlexShchuka/mirabilis Run Claude Code fully autonomously in an isolated Docker sandbox — cross-platform dev cont 5 Claude Code, Codex, OpenCode 2 3,585 tok
hardness1020/claude-skills-management Track, score, and manage your Claude Code skills across all projects with a local analytic 5 Claude Code 1 181 tok
bb1nfosec/skim Runtime token proxy + intelligence dashboard for LLM tools. Intercepts API calls, strips w 5 Claude Code 6 160 tok
wangjialiang678/research-workflow-skill Structured research workflow skill for Claude Code, Codex, and Agent Skills: L1-L3 routing 5 Claude Code 1 1,033 tok
GxFn/Wakeflow Dual-host Wakeflow plugins for Codex and Claude Code: controller state roots, task package 5 Claude Code, Codex, OpenCode 2 6,574 tok
bogdandragosvasile/gitops-landing-zone A fully reproducible local GitOps development environment for Windows 11 + Docker Desktop. 5 Claude Code 21 1,016 tok
emm3ttarmstrong/usage-widget x.com macOS desktop widget showing Claude Code usage as a contribution grid with real-time rate 5 Claude Code 1 944 tok
jondot/clue getclue.vercel.app stored reasonings for your AI-first codebase 5 Claude Code 3 —
ankitkr3/compounded Claude Code plugin that learns from your corrections — approved lessons become rules that 5 Claude Code 1 1,314 tok
dhanushkumarsivaji/kerf-cli npmjs.com Cost intelligence for Claude Code. Real-time dashboards, pre-flight estimation, budgets, a 5 Claude Code 1 392 tok
bjornj12/Orra-mcp bjornj12.github.io Orchestration MCP for Claude Code 5 Claude Code 1 449 tok
michaeljauk/brain-starter Claude Code-powered second brain template for Obsidian — skills, auto-linking, and convent 5 Claude Code 4 924 tok
shakestzd/contextune shakes-tzd.github.io Precision-tuned context engineering for Claude Code. Optimize context flow with modular pl 5 Claude Code 1 4,921 tok
jed1978/ddd-architecture-coach Claude Code skill for structured DDD architecture planning. Produces Context Maps, Aggrega 5 Claude Code 1 1,389 tok
Apollo887/student-ops AI college & career planning pipeline for students — evaluate schools, draft essays, compa 5 Claude Code, Codex, OpenCode 3 3,958 tok
cunhaax/ai-workflow AI-Assisted Development Workflow — Claude Code Plugin 5 Claude Code, Codex, OpenCode 3 2,822 tok
sshaaf/tutorial-skill shaaf.dev This skill generates code tutorials from source code using Large Language Models (LLMs). I 5 Claude Code 1 1,483 tok
rafreid/gsdview A desktop application that visualizes GSD project structure as an interactive 3D force-dir 5 Claude Code 41 —
turenlabs/batou batousast.com Batou catches risky code while Claude Code is writing files, before bad code lands in your 5 Claude Code 4 6,718 tok