How real projects configure their agents

45,012 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 agents8,549Claude Code6,896Git and workflow3,630Data and AI3,579Backend and APIs3,559Languages3,491Planning3,321Code review2,909Testing2,691DevOps and cloud2,492Writing and docs2,490Memory and context2,374Research2,321Frontend2,311Security2,183Project management1,977

All Claude Code32,540 Codex24,898 OpenCode23,819 GitHub Copilot3,723 Gemini CLI2,039 Cursor1,772 Windsurf202 Kiro116

Project Stars Configures Files Always loaded
sergio-farfan/OCI-draw.io-Architect Claude Code plugin that generates draw.io OCI architecture diagrams from Terraform configs 9 Claude Code 1 6,206 tok
IgnazioDS/Substak-MCP Substack MCP server for AI clients (Claude, Cursor, Codex, Windsurf) — draft, publish, sch 9 Claude Code, Codex, OpenCode 2 5,232 tok
OrenAshkenazy/gh-review-loop Fixes the AI reviewer findings on your PR, including the sibling instances the bot miss 9 Claude Code 1 349 tok
TyrusRC/praetor Agentic pentest & red-team harness via Burp Suite MCP toolkit 9 Claude Code, Codex, Gemini CLI, OpenCode 8 12,377 tok
FlorianBruniaux/cc-skill-usage Retroactive Claude Code Skill usage analytics. Single-file Python CLI, reads your existing 9 Claude Code 1 1,606 tok
jeffjjohnston/counterpoise-ledger counterpoise.newmatter.net Self-hosted double-entry personal finance: multiple books, investments with FIFO lots, Pla 9 Claude Code, Codex, OpenCode 3 4,183 tok
nirholas/x402-payments-mcp nirholas.github.io MCP server that lets an agent search the x402 bazaar and pay for services from its own Sol 9 Claude Code, Codex, OpenCode 2 387 tok
zykooooooooo/SeekMoney-ai 🔍 Discover user pain points on social media with AI-driven clustering and analysis for ta 9 Claude Code 1 2,178 tok
IsmaelMartinez/delegate-local Claude Code skill that delegates summarisation, log triage, and bulk-text tasks to local m 9 Claude Code, Codex, OpenCode 3 2,976 tok
lulin70/carrymem Your portable AI memory — preferences, decisions, and corrections that follow you across m 9 Claude Code 1 3,772 tok
IvanSkainet/arena-agent Skainet Bridge — local automation bridge for AI agents: one process, one port. MCP server 9 Codex, OpenCode 1 7,880 tok
HalemoGPA/whatsapp-mcp-server Authenticated, self-hosted WhatsApp MCP server that serves 96 tools for the token cost of 9 Claude Code 4 2,392 tok
guvense/hellyee Make music in Ableton Live by talking to Claude — mixes and masters by actually reading th 9 Claude Code 8 —
SS-360/materialpilot Native, local-first MCP bridge for safe, editable procedural materials in Material Maker 1 9 Codex, OpenCode 1 340 tok
Coding-Dev-Tools/click-to-mcp coding-dev-tools.github.io Wrap any Click or Typer CLI as an MCP server for AI agent integration 9 Codex, OpenCode 1 646 tok
stoa-platform/stoa gostoa.dev 🏛️ The European Agent Gateway — Open-source MCP Gateway for Enterprise AI | gostoa.dev 9 Claude Code, Codex, OpenCode 40 3,981 tok
nirholas/ai-tutor-mcp nirholas.github.io MCP server for the three.ws Pay-As-You-Learn tutor ledger: read a session tab and close it 9 Claude Code, Codex, OpenCode 2 368 tok
TsukumoHQ/dokan tsukumo.ch dokan conduit — agent-operated deterministic script runtime in Docker. MCP control plane + 9 Claude Code 3 —
hjl2004-10/Agent-Worlds Multi-Agent OS for LLM-powered NPCs — AI characters live, wander, and talk autonomously in 9 Claude Code, Codex, OpenCode 2 7,749 tok
provasign/prism provasign.dev Semantic change intelligence for coding agents — complete impact sets, edit-ready context, 9 Claude Code, Codex, GitHub Copilot, Gemini CLI, Kiro, OpenCode 12 2,274 tok
vucinatim/air-jam airjam.io Open-source framework for phone-controller multiplayer party games, built for AI-assisted 9 Claude Code, Codex, OpenCode 2 2,616 tok
NicoGenti/opencode-orchestrator-kit nicogenti.github.io Cost-aware multi-agent orchestrator kit for OpenCode CLI — one routing agent, 14 specializ 9 Codex, OpenCode 1 2,761 tok
embeddedos-org/eAI AI Layer (AIL-> eBot) can be integrated into EoS 9 Claude Code, Codex, OpenCode 2 2,239 tok
Soverius-AI/angular-a2ui-macroquest Reference agentic application combining Angular, A2UI, generative UI, and human-in-the-loo 9 Codex, OpenCode 1 312 tok
shuaiqideyu/SecAtlas Structured Chinese web penetration knowledge base: technical cards, topics, case studies, 9 Codex, OpenCode 1 1,604 tok
hermes-labs-ai/hermeneutic hermes-labs.ai Turn corrections from AI agent logs into guidance for similar tasks. Local memory with sem 9 Claude Code, Codex, OpenCode 3 1,663 tok
99x-Projects/ai-dlc-base Standard rule set builder for projects to govern the AI-DLC workflow at 99x 9 Claude Code, GitHub Copilot 2 1,004 tok
strapi/skills AI Agent Skills A collection of skills for AI coding agents. Skills are packaged instructi 9 Codex, OpenCode 1 337 tok
dvarahq/evals4j dvarahq.com LLM evaluation for Java — LLM-as-judge, RAG, agent-trajectory and structured-output evalua 9 Claude Code 1 1,095 tok
dodobrands/ai-hub 9 Claude Code, Codex, OpenCode 25 2,848 tok
aws-samples/sample-eks-operation-review-skill This samples provide a read-only Claude Code skill that assesses a live Amazon EKS cluster 9 Claude Code 2 239 tok
MakotoUwu/ticktick-cli Agent-native CLI for TickTick — full API coverage, JSON-first, built for AI agents and hum 9 Codex, OpenCode 1 3,019 tok
krishagel/geoffrey Personal AI infrastructure built on Claude Code 9 Claude Code 1 3,828 tok
myk-org/pi-config Pi orchestrator config: specialist subagents, enforcement, code review loop, workflow comm 9 Claude Code, Codex, OpenCode 2 7,418 tok
flitzrrr/frontend-design-skills Opinionated web design skills from curated sources — one install, every major AI coding to 9 Claude Code, Codex, GitHub Copilot, Cursor, OpenCode 4 1,588 tok
harun-yardimci/agentflow AI agent orchestration platform — pipeline-based task runner for Claude, Codex, and Gemini 9 Claude Code, Gemini CLI 2 1,186 tok
PerIPan/OpenWhisperer openwhisperer.com voice mode for AI CLIs — local STT (Whisper) + TTS (Pocket) on the Apple Neural Engine, ha 9 Claude Code, Codex, OpenCode 3 17,983 tok
canonical/use-workshop-skill Agentic skill set to use Workshop. 9 Claude Code 3 —
luoli523/guige-skills Skills gradually refined by Gui Ge after organizing and using various skills; continuously 9 Claude Code, Codex, OpenCode 2 807 tok
Emily2040/frontend-no-slop 9 Claude Code, Codex, Cursor, Gemini CLI, OpenCode 5 416 tok
SafetyMP/Autonomous-EHS-Management autonomous-ehs-management.vercel.app Self-hosted incident to verified CAPA, with a TRIR that uses annual hours when the month g 9 Claude Code, Codex, GitHub Copilot, Cursor, OpenCode 24 2,203 tok
trojava/spec-driven-dev-kit Framework für Spec-Driven-Development. Fokus auf Greenfield-Projekte 9 Claude Code, Codex, OpenCode 13 2,946 tok
noeltock/prompt-relay Route each coding task to the right model. Works with Claude Code, Codex, or both. 9 Codex, OpenCode 1 103 tok
julien777z/agent-sync-action Manage Claude, Cursor, and Codex configuration from one canonical .agents/ directory. 9 Codex, OpenCode 1 2,380 tok
MarcZxc1/qwykz A lightning-fast CLI tool built with Bun to scaffold organized Backend, Frontend, and Full 9 Codex, OpenCode 1 1,336 tok
ericxuzhesheng/Convertible-Bond-Pricing-Research This project builds an absolute pricing framework for Chinese convertible bonds using BS a 9 Codex, OpenCode 1 4,780 tok
miserylee/webnovel-handbook AI-agent handbook for Chinese webnovel writing workflows 9 Codex, OpenCode 1 2,318 tok
Habsaec/inpx-book-reader habsaec.github.io INPX Book Reader — Android client for INPX Library Server (Capacitor + Foliate) 9 Codex, OpenCode 1 17,603 tok
a-szczudlo/OpenFounders Stress test relacji wspolnikow sp. z o.o. - otwarty skill AI (Claude Code / Cowork / Codex 9 Codex, OpenCode 1 3,448 tok
Lucaswangzcx/read-paper 9 Claude Code 1 699 tok