How real projects configure their agents

44,996 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 agents8,544Claude Code6,892Git and workflow3,622Data and AI3,580Backend and APIs3,558Languages3,492Planning3,321Code review2,907Testing2,690DevOps and cloud2,489Writing and docs2,484Memory and context2,374Research2,321Frontend2,311Security2,178Project management1,971

All Claude Code32,539 Codex24,879 OpenCode23,799 GitHub Copilot3,723 Gemini CLI2,040 Cursor1,772 Windsurf202 Kiro116

Project Stars Configures Files Always loaded
Eilodon/CALM npmjs.com A live, graph-verified map of your codebase for AI coding agents — real call graphs, compi 17 Claude Code, Codex, OpenCode 7 7,514 tok
U-C4N/U-Pool Desktop provider switcher for Claude Code and Codex. Keep every endpoint, API key, and mod 17 Claude Code 1 842 tok
axelfreeman/voice-to-article axelfreeman.com 🎙️ Voice → Article: AI SEO copywriting pipeline. Dictate blog posts in Telegram, get SEO- 17 Codex, OpenCode 1 1,700 tok
c18229039407-arch/cutlin Cutlin - AI-Orchestrated Video Production Platform 17 Claude Code, Codex, GitHub Copilot, OpenCode 3 271 tok
cotect-dev/cotect cotect.dev A fast, read-first code inspector for the agent era: watch AI-written changes land live an 17 Claude Code 1 309 tok
rylsherdamz-rgb/stellar-forge stellarforge.xyz A Stellar-native developer bounty & escrow marketplace. Fund software work in XLM/USDC, he 17 Claude Code 1 3,019 tok
Kevin-Liu-01/Loop loooooop.vercel.app An operator desk for self-updating agent skills. track sources, refresh with agents, versi 17 Claude Code, Codex, OpenCode 3 1,953 tok
mkwatson/ai-fastify-template 17 Claude Code, Codex, OpenCode 9 4,501 tok
lihowfun/O-ALL-WANT A practical framework that integrates proven GitHub patterns for agent memory, skills, and 17 Claude Code, GitHub Copilot 2 1,665 tok
wasabeef/yank-for-claude.nvim A Neovim plugin that yanks code references in Claude AI's preferred format `@filename#L10- 17 Claude Code 1 751 tok
omar-A-hassan/medsci-agent Biomedical research agent with 28 MCP tools powered by MedGemma, TxGemma and OpenCode 17 Claude Code, GitHub Copilot, OpenCode 25 907 tok
wspringer/highs-mcp MCP tool to solve optimization problems using HiGHS 17 Claude Code 3 395 tok
irahardianto/qurio Self-hosted RAG engine for AI coding assistants. Ingests technical docs & code repositorie 17 Gemini CLI 6 —
abra5umente/api-proxy a small python container that lets you proxy requests from claude's cloud container throug 17 Claude Code 1 385 tok
WenOwen/wu5-dev-flow Auditable SDD, strict TDD, and safe Git workflow skill for Codex and Python projects. 17 Codex, OpenCode 1 183 tok
andrew-hernandez-paragon/code-graph-context npmjs.com A Model Context Protocol (MCP) server that builds rich code graphs to provide deep context 17 Claude Code 1 2,845 tok
restarter/lets-workflow A Claude Code plugin for a structured dev workflow — 14 expert agents, code review, planni 17 Claude Code 4 22,812 tok
kanopi/cms-cultivator kanopi.github.io A comprehensive Claude Code plugin providing specialized slash commands for Drupal and Wor 17 Claude Code, Codex, OpenCode 3 4,272 tok
WrathZA/skillforge Quality-gated skill authoring for Claude Code. Build, judge, and ship skills that earn the 17 Claude Code 1 1,185 tok
anandmt/deja npmjs.com Claude Code forgets everything between sessions. deja fixes that. 17 Claude Code 1 1,710 tok
Jed-Tech/spar-kit jed-tech.github.io Specify → Plan → Act → Retain: SPAR-kit is a lightweight workflow that helps AI agents ali 17 Codex, OpenCode 1 197 tok
enowdev/succubus Cross-agent coordination for AI coding agents. One daemon, one database — so multiple agen 17 Claude Code, Codex, OpenCode 2 502 tok
zpdcqu/langchain-skills-agent LangChain 1.0 Skills Agent 17 Claude Code, Codex, OpenCode 3 1,389 tok
abhichandra21/Promptheus abhichandra21.github.io Automated prompt engineering for efficient AI interactions | Interactive command-line inte 17 Claude Code, Codex, Gemini CLI, OpenCode 3 6,265 tok
ximihoque/kiwiskil KnowledgeBase, WiKi and Skills for AI agents of your codebase. 17 Claude Code, Codex, OpenCode 2 344 tok
willmarple/harness-visualizer App to help visualize agent harness artifacts 17 Claude Code, Codex, OpenCode 6 5,974 tok
kaelig/skills Personal agent skills 17 Claude Code 1 360 tok
vtex-apps/admin-pages The VTEX Pages CMS Admin 17 Claude Code, Codex, GitHub Copilot, OpenCode 3 1,422 tok
ryanrawlingswang/llm-rules A collection of battle-tested Cursor AI rules that enable rapid, high-quality development 17 Claude Code 1 1,810 tok
borhen68/SkillEngine Production-grade engineering skills for AI coding agents. 17 Claude Code, Codex, Gemini CLI, OpenCode 3 2,318 tok
paullukic/coograph coograph.com Save your tokens! 17 Claude Code, Codex, GitHub Copilot, OpenCode 43 6,256 tok
cx2002302-lang/zettelkasten-second-memory An OpenClaw (2026.4/2026.6+) and Hermes Agent plugin that turns AI conversations into a pe 17 Codex, OpenCode 1 1,918 tok
vericle/heyclaw 🦞 Headless real-time Python voice assistant powered by ElevenLabs, Gemini, Mem0, MCP tool 17 Codex, OpenCode 1 787 tok
icefrag/nbl-superpowers The agent harness performance optimization system. Skills, instincts, memory, security, an 17 Codex, OpenCode 1 57 tok
syndicalt/zaxy docs.zaxy.io Zaxy turns agent work into durable, auditable memory: a hash-chained Eventloom log as the 17 Claude Code, Codex, OpenCode 5 5,077 tok
bluebear-io/angry-bear bluebear.io Enforce skill-loading requirements for AI coding agents 17 Claude Code 1 903 tok
dodeja/anova-skill Agent skill to control the Anova Precision Oven 17 Codex, OpenCode 1 417 tok
satriotsubasa/PowerPlatform-Core AI Agent plugins for Microsoft Power Platform and Dataverse development. Covers ALM, plugi 17 Gemini CLI 1 91 tok
pamelafox/recap-my-week An agent skill to recap a work week 17 Claude Code, Codex 1 —
nerdlab-dev/meta-ads-mcp nerdboard.kr Ask Claude Code or Codex CLI to launch and manage your Meta ads in plain language. This re 17 Codex, OpenCode 1 453 tok
Interstellar-code/claud-skills Production-ready Claude Code framework with 13 agents, 9 skills, and auto-generated docume 17 Claude Code 17 4,483 tok
mathematic-inc/claude-tools-mcp MCP server that exposes Claude Code's file and shell tools (bash, read, write, edit, glob, 17 Claude Code 1 1,200 tok
tae2089/code-context-graph Vectorless code retrieval for AI coding agents — search code by business intent (@intent, 17 Claude Code, Codex, OpenCode 8 3,836 tok
TGPSKI/leather leather.sh Local agent infrastructure in one stdlib-only Go binary 17 Claude Code, Codex, OpenCode 6 2,738 tok
organvm-iv-taxis/a-i--skills organvm-iv-taxis.github.io Public repository of AI agent skills: specialized capabilities and workflows across 12 cat 17 Claude Code, Codex, GitHub Copilot, Gemini CLI, OpenCode 8 8,740 tok
zhaolianghz/clawbox clawbox.51topai.xyz AI Agent unified configuration center · Unified configuration center for AI coding agents 17 Claude Code 1 675 tok
xeeva/Genesis xeeva.github.io Bootstrap fully-equipped Claude Code projects in under two minutes. Agents, skills, hooks, 17 Claude Code 11 3,078 tok
assisjp/specflow A self-contained, reliability-first agent development flow — grill, spec, build under dete 17 Codex, OpenCode 1 1,643 tok
hubertciebiada/context-crystallizer Transform your large repository into crystallized, AI-consumable knowledge. Enable AI agen 17 Claude Code 1 1,378 tok
simonChoi034/image-gen-mcp This MCP server is responsible for generating images for both OpenAI and the Gemini Model. 17 Codex, OpenCode 1 1,067 tok