How real projects configure their agents

1,902 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 agents7,374Claude Code6,573Data and AI3,706Backend and APIs3,486Languages3,398Planning3,181Git and workflow3,100Code review2,701Memory and context2,354Testing2,311Research2,292DevOps and cloud2,282Writing and docs2,269Frontend2,250Security1,980Productivity1,695

All Claude Code32,004 Codex23,112 OpenCode21,881 GitHub Copilot3,501 Gemini CLI1,902 Cursor1,724 Windsurf62 Kiro40

Project Stars Configures Files Always loaded
AgriciDaniel/sync Evidence-gated Claude and Codex council orchestration. 19 Claude Code, Codex, Gemini CLI, OpenCode 3 475 tok
MohamedAbdallah-14/prompt-to-asset npmjs.com MCP server + CLI for production-grade software assets (logos, app icons, favicons, OG, ill 19 Claude Code, Codex, GitHub Copilot, Gemini CLI, OpenCode 17 20,707 tok
snyk-labs/toxicskills-goof ToxicSkills - malicious agent skills in openclaw / clawhub / agent supply chain 19 Claude Code, Codex, Gemini CLI 6
machinavitalis/jaxonomy py.jaxonomy.com JAX-native simulation engine for hybrid dynamical systems — block-diagram modeling, ODE/DA 19 Claude Code, Codex, GitHub Copilot, Gemini CLI, OpenCode 5 2,254 tok
volcengine/volcengine-skills 19 Claude Code, Codex, Gemini CLI, OpenCode 3 1,424 tok
0x1b2c/twitter-bookmarks-downloader A robust, self-hosted system to sync, archive, and explore your Twitter/X bookmarks locall 19 Gemini CLI 1 1,415 tok
DocRoms/Kronn Self-hosted control plane for AI coding agents (Claude Code, Codex, Gemini, Ollama). Shar 18 Claude Code, Codex, GitHub Copilot, Cursor, Gemini CLI, OpenCode 5 1,552 tok
m4yk3ldev/notebooklm-mcp MCP server for Google NotebookLM — 32 tools for notebooks, sources, research, and studio c 18 Claude Code, Gemini CLI 2 3,269 tok
nexus-substrate/nexus-agents nexus-substrate.github.io Governance substrate for your AI coding agents — adversarial review, drift-detected rules, 18 Claude Code, Codex, Gemini CLI, OpenCode 7 26,414 tok
naoyoshinori/docker-gemini-cli hub.docker.com A ready-to-use and convenient Docker environment for Google's Gemini CLI (@google/gemini-c 18 Gemini CLI 1 267 tok
xi-kari/crossframe-skill xi-kari.github.io CrossFrame Skill Suite: Chinese-language structural diagnosis, public-issue analysis, orga 18 Claude Code, Codex, GitHub Copilot, Gemini CLI, OpenCode 37 12,411 tok
conectlens/lenserfight moon.lenserfight.com Turn AI prompts into reusable, versioned Lenses - organize with Tags and Threads, automate 18 Claude Code, Codex, Cursor, Gemini CLI, OpenCode 67 1,849 tok
kingggg5/shipproof shipproof-site.sjet2744.chatgpt.site Evidence-first Codex, Claude plugin for bugs, security, and 10k-to-1M-user scale readiness 18 Claude Code, Codex, Gemini CLI, OpenCode 3 1,055 tok
ihatesea69/kiro-kit ihatesea69.github.io Set up a Kiro IDE workspace with one command. Pick a preset and the agents, skills, comman 18 Claude Code, Gemini CLI 2 567 tok
zgbrenner/agentcounsel zgbrenner.github.io Open-source, AI-agnostic skills for legal teams. 18 Claude Code, Codex, Gemini CLI, OpenCode 3 3,839 tok
martinholovsky/SOTA-skills probably.group Engineering best practices that AI coding agents actually apply — 40+ skills, from secure 18 Claude Code, Codex, Gemini CLI, OpenCode 3 4,358 tok
Sensorica/nondominium sensorica.github.io Nondominium built on REA + Valueflows + Holochain is a distributed multi-agent system for 18 Claude Code, Codex, Gemini CLI, OpenCode 3 3 tok
bigbio/sdrf-skills sdrf.quantms.org Agentic plugins to annotate SDRF using Claude; Codex; Cursor; Gemini 18 Claude Code, Gemini CLI 2 6,449 tok
narosemena/master-instructional-design A Claude skill embodying a 30-year veteran ID practitioner — 15 engagement modes, 31 refer 18 Claude Code, Gemini CLI 6 2,406 tok
irahardianto/qurio Self-hosted RAG engine for AI coding assistants. Ingests technical docs & code repositorie 17 Gemini CLI 6
sophymarine/openregistry openregistry.sophymarine.com Real-time, direct-from-official-registry company data via MCP. 30 national registries; unm 17 Gemini CLI 1 522 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
borhen68/SkillEngine Production-grade engineering skills for AI coding agents. 17 Claude Code, Codex, Gemini CLI, OpenCode 3 2,318 tok
satriotsubasa/PowerPlatform-Core AI Agent plugins for Microsoft Power Platform and Dataverse development. Covers ALM, plugi 17 Gemini CLI 1 91 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
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
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 1,861 tok
patchloom/patchloom patchloom.github.io Structured file edits for AI agents (JSON/YAML/TOML, markdown, AST, dry-run, MCP). Not a g 17 Claude Code, Codex, GitHub Copilot, Gemini CLI, OpenCode 4 9,670 tok
KbWen/agent-virtual-office 🏢 Watch your AI coding agents live their office life — Claude Code, Codex & Gemini show u 17 Claude Code, Codex, GitHub Copilot, Gemini CLI, OpenCode 62 4,798 tok
honobonosun/vscode-language-hsp3 A VSCode extension providing HSP3 syntax highlighting and other features 17 Claude Code, Gemini CLI 2 5,246 tok
gemini-cli-extensions/angular Angular Extension for Gemini CLI 16 Gemini CLI 1 442 tok
thoreinstein/aix thoreinstein.github.io A unified CLI for managing AI coding assistant configurations across platforms. 16 Claude Code, Codex, GitHub Copilot, Gemini CLI, OpenCode 3 4,455 tok
ranjanrishikesh/taketomarket npmjs.com Marketing OS for developerneurs + solopreneurs (engineers shipping products with zero mark 16 Claude Code, Codex, Gemini CLI, OpenCode 3 7,146 tok
wd041216-bit/zero-api-key-web-search pypi.org Search infrastructure for AI agents: free by default, MCP-ready, LLM-context aware, and pr 16 Claude Code, Codex, Gemini CLI 4 392 tok
cybertronai/SutroYaro cybertronai.github.io SutroYaro — Sutro Group research workspace for energy-efficient AI training. Point any cod 16 Claude Code, Codex, Gemini CLI, OpenCode 14 7,023 tok
richardcb/oh-my-gemini Multi-agent orchestration for Gemini CLI. Zero learning curve. 16 Claude Code, Gemini CLI 4
XAIHT/Tlamatini xaiht.org Tlamatini is a self-hosted AI developer assistant for local or cloud LLMs: hybrid RAG (FAI 16 Claude Code, Codex, Gemini CLI 12 48,143 tok
Sperax/sperax-crypto-mcp MCP server and plugin for Sperax Protocol – USDs, SPA, veSPA & Demeter on Arbitrum and BNB 16 Claude Code, Codex, GitHub Copilot, Gemini CLI, OpenCode 4 755 tok
dcollaoa/bloodyad_mcp MCP Server for use bloodyAD with Claude or Gemini-CLI 16 Gemini CLI 1 1,798 tok
oscal-compass-lab/compliance-trestle-skills Agent-portable Compliance Trestle and OSCAL engineering toolkit: convert legacy SSPs to OS 16 Claude Code, Codex, Gemini CLI, OpenCode 2 1,658 tok
alexhraber/tensors-to-consciousness Explore the Mathematical Foundations of AI/ML: From Tensors to Consciousness 16 Claude Code, Codex, Gemini CLI, OpenCode 3 2,799 tok
backspace-shmackspace/claude-devkit bksp.ca claude-devkit - an agentic coding framework 15 Claude Code, Gemini CLI 2 1,674 tok
andrader/jup andrader.github.io jup is a command-line tool for installing and managing agent skills across different ai ag 15 Claude Code, Codex, Gemini CLI, OpenCode 4 1,611 tok
regexp-lin/llm-wiki-agent AI-powered wiki agent that ingests source documents, extracts knowledge, and builds a pers 15 Claude Code, Codex, Gemini CLI, OpenCode 12 2,632 tok
hletrd/kiwi-paper 🥝 Turns dense academic papers or API documentation into Baidu Baike-style articles. Suppo 15 Codex, Gemini CLI, OpenCode 2 2,052 tok
databricks-solutions/ai-platform-kit AI-powered Databricks platform engineering — provision workspaces, configure Unity Catalog 15 Claude Code, Codex, Gemini CLI, OpenCode 4 1,603 tok
pdufour/browser-use-wasm pdufour.github.io 15 Cursor, Gemini CLI 2 738 tok
polyblank66/Nyamu Minimal MCP server for Unity, designed to reliably check script compilation 15 Claude Code, Codex, Gemini CLI, OpenCode 3 2,935 tok
tanaikech/FileSearchStore-extension medium.com This repository introduces a Gemini CLI extension that integrates File Search feature. Thi 15 Gemini CLI 1 25 tok
Godzilla675/dark-premium-landing-style A reusable AI skill for building premium, dark-themed, Apple-inspired landing pages 15 Claude Code, Codex, GitHub Copilot, Gemini CLI, OpenCode 4 7,275 tok