How real projects configure their agents

23,196 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 agents7,571Claude Code6,627Data and AI3,684Backend and APIs3,492Languages3,401Planning3,221Git and workflow3,179Code review2,740Testing2,368Memory and context2,365Writing and docs2,309DevOps and cloud2,308Research2,298Frontend2,256Security2,015Productivity1,715

All Claude Code31,984 Codex23,196 OpenCode22,145 GitHub Copilot3,551 Gemini CLI1,917 Cursor1,736 Windsurf133 Kiro79

Project Stars Configures Files Always loaded
willmarple/harness-visualizer App to help visualize agent harness artifacts 17 Claude Code, Codex, OpenCode 6 5,974 tok
vtex-apps/admin-pages The VTEX Pages CMS Admin 17 Claude Code, Codex, GitHub Copilot, OpenCode 3 1,422 tok
WPS-SmartDocs/WPS-AirPage-Skill Operate [WPS 365 AirPage](https://365.kdocs.cn) smart documents via a local CLI — create d 17 Claude Code, Codex, OpenCode 2 1,718 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 28 7,698 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
jiawei686/wechat-dev-mcp Automatically debug WeChat mini programs and mini games from any AI client: capture screen 17 Codex, Cursor, OpenCode 2 1,404 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
dodeja/anova-skill Agent skill to control the Anova Precision Oven 17 Codex, OpenCode 1 417 tok
linxule/interpretive-orchestration Epistemic partnership infrastructure for AI-assisted qualitative research. Claude Code pl 17 Codex, OpenCode 1 1,396 tok
pamelafox/recap-my-week An agent skill to recap a work week 17 Claude Code, Codex 1
sawrus/agent-guides sawrus.github.io Install a full engineering team into your AI agent. 7 SDLC roles · 105+ skills · 18 areas 17 Codex, OpenCode 1 1,027 tok
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
WaniWani-AI/sdk docs.waniwani.ai Build distribution MCPs: multi-step conversational funnels (lead gen, booking, quotes) tha 17 Claude Code, Codex 22 3,352 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
egany/agentic-working-kit Open resources for workflows/skills/rules/tools on AgenticWorking.io – empowering non-code 17 Claude Code, Codex 4
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
aixiaoxiang/xx-skills Use AI Agents effectively to turn ideas into launched products — for beginners, with 16 sk 17 Claude Code, Codex, Cursor, OpenCode 3 2,921 tok
assisjp/specflow A self-contained, reliability-first agent development flow — grill, spec, build under dete 17 Claude Code, Codex, OpenCode 2 2,081 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
flagify-com/UniMCPSim UniMCPSim is a general-purpose MCP (Model Context Protocol) simulator that dynamically sim 17 Claude Code, Codex, OpenCode 2 8,026 tok
erans/autoagent-action A composable GitHub Action that integrates with AI agents like Cursor CLI, Claude Code, Ge 17 Codex, OpenCode 1 1,807 tok
mayflower/contextmine Documentation & Code Indexing with MCP - Open-source Context7 alternative 17 Claude Code, Codex, OpenCode 3 3,649 tok
cristianoliveira/dotfiles My dotfiles for macOS and NixOS. :sunglasses: :package: 17 Codex, OpenCode 1 408 tok
gear-foundation/vara-skills 17 Claude Code, Codex, OpenCode 2 1,161 tok
LoftyTao/Honeybee-MCP MCP Tools by LBT-Honeybee 17 Codex, OpenCode 1 1,542 tok
Embassy-of-the-Free-Mind/sourcelibrary-v2 sourcelibrary.org The world's largest library of translated ancient texts. AI-powered OCR and translation of 17 Claude Code, Codex, OpenCode 4 10,375 tok
AceDataCloud/Skills Agent Skills for AceDataCloud AI services — music, image, video generation, web search, an 17 Codex, GitHub Copilot, OpenCode 2 1,097 tok
Boom-Vitt/claude-thai-business-skills 12 Claude Code skills for Thai SME business consulting — pricing waterfall, SME tax tier, 17 Codex, OpenCode 1 949 tok
moshthepitt/lionclaw lionclaw.co.ke Lionclaw is a local control plane for AI coding agents. It runs AI agents as durable, audi 17 Codex, OpenCode 1 747 tok
Approaching-AI/AIMA aimaservice.ai AI-Inference-Managed-by-AI: Go binary for managing AI inference on edge devices 17 Claude Code, Codex, OpenCode 2 13,966 tok
SonAIengine/graph-tool-call pypi.org Graph-based tool retrieval for LLM agents — 248 tools → 82% accuracy, 79% fewer tokens. Ze 17 Claude Code, Codex, OpenCode 2 188 tok
cruxible-ai/cruxible Governed state engine for AI agents: typed, executable knowledge artifacts with a code-lik 17 Codex, OpenCode 1 2,555 tok
icerain-cmd/humanities-superpowers icerain-cmd.github.io Structured research skills and quality gates for humanities scholars using AI agents. 17 Claude Code, Codex, OpenCode 2 524 tok
robhunter/agentdeals MCP server aggregating free tiers, startup credits & developer tool deals. 4 tools, 54 cat 17 Codex, OpenCode 1 2,870 tok
ChouChiu/heya-skill hs.wwchun.top In-depth analysis based on Bilibili creator Heya's video titles, teaching AI to learn Heya 17 Codex, OpenCode 1 1,318 tok
aplaceforallmystuff/mcp-fantastical MCP server for Fantastical calendar app - create events, view calendar, and manage schedul 17 Claude Code, Codex, Gemini CLI, OpenCode 4 309 tok
jsuzanne/stigix stigix.io Stigix is a lab platform to validate SD‑WAN and SASE. ​ It unifies SaaS traffic generation 17 Claude Code, Codex 10
mmnto-ai/totem Rules you can enforce, state you can derive, context you can query: plain files in your re 17 Claude Code, Codex, Gemini CLI, OpenCode 18 1,382 tok
n24q02m/wet-mcp mcp.n24q02m.com Open-source MCP server for AI agents: web search, content extraction, and library docs -- 17 Claude Code, Codex, OpenCode 2 7,026 tok
ForkPoint/agent-lighthouse forkpoint.github.io Lighthouse-style audits for AI-agent readiness, LLM crawlers, MCP clients, and the agentic 17 Claude Code, Codex, OpenCode 2 2,258 tok
HiAi-gg/hiai-opencode Multi-agent orchestration plugin for OpenCode. 10 configurable model slots, 30 hooks, memo 17 Codex, OpenCode 1 4,983 tok
igptai/skills igpt.ai Email intelligence for every role in the company, 13 role-specific plugins, 76 skills, and 17 Claude Code, Codex, OpenCode 2 3,125 tok
taivop/marketplace Agent skills from Taivo Pungas - https://taivo.ai 17 Claude Code, Codex, OpenCode 2 686 tok
Azure/azure-functions-skills A repository for Azure Functions skills, prompts, and reusable definitions to support agen 17 Claude Code, Codex, GitHub Copilot, OpenCode 15 2,536 tok
redhat-developer/rhdh-skills Claude Code skill for RHDH plugin lifecycle management 17 Claude Code, Codex, OpenCode 2 2,167 tok
kasuken/github-copilot-superpowers Opinionated, repo-local configuration for GitHub Copilot (Chat + Agent mode): instruction 17 Claude Code, Codex, GitHub Copilot 15 5,040 tok