How real projects configure their agents

43,608 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 agents7,557Claude Code6,620Data and AI3,682Backend and APIs3,496Languages3,401Planning3,217Git and workflow3,165Code review2,733Testing2,364Memory and context2,364DevOps and cloud2,310Writing and docs2,303Research2,297Frontend2,252Security2,013Productivity1,710

All Claude Code31,977 Codex23,157 OpenCode22,109 GitHub Copilot3,551 Gemini CLI1,917 Cursor1,739 Windsurf129 Kiro79

Project Stars Configures Files Always loaded
zaidmukaddam/miniscira miniscira.com An AI research assistant that shows its working. Self-hosted, on your own AI Gateway key. 53 Codex, OpenCode 1 1,141 tok
solanabr/auditor-skill Claude Code / agentic security skill for Solana programs and software. Full audit-firm lif 53 Codex, OpenCode 1 890 tok
opensearch-project/opensearch-agent-skills A collection of Agent Skills for building search applications and analyzing observability 53 Codex, OpenCode 1 1,274 tok
kalamdb/KalamDB kalamdb.org KalamDB — a lightweight, real-time, storage-efficient SQL database. Designed for per-user 53 Claude Code, Codex, GitHub Copilot, OpenCode 31 2,772 tok
VisualxIntelligence/mattpocok-skills 53 Claude Code 1 186 tok
CDSecurity/cdsecurity-skills Claude Code skills for smart contract security — by CD Security 53 Claude Code 1 322 tok
lvndry/jazz jazz-cli.vercel.app One agent. Every surface. Your rules. 53 Codex, OpenCode 1 1,624 tok
Podden/openwebui_anthropic_api_manifold_pipe Enhanced Anthropic Message API support for Open WebUI, Caching, files API, code execution, 53 Codex, OpenCode 1 2,221 tok
baphuongna/pi-crew 53 Claude Code, Codex, OpenCode 2 2,645 tok
marcodiniz/ag-local-bridge Local OpenAI, Anthropic & Gemini API bridge for Antigravity — use Claude Sonnet/Opus 4.6, 53 Gemini CLI 1 4,236 tok
solana-foundation/solana-developer-platform platform.solana.com Solana Developer Platform API and Dashboard 53 Claude Code, Codex, GitHub Copilot, OpenCode 15 1,076 tok
christosk92/WaveeMusic apps.microsoft.com A high-performance Spotify client for Windows — .NET 10 NativeAOT on the FluentGpu engine 53 Claude Code, Codex, OpenCode 7 1,973 tok
trailofbits/agentcov gcov for what lines of code agents read 53 Claude Code, Codex, OpenCode 2 2,200 tok
aretta-ai/aristo An SDK for verifiable intent, inline with code: one-line claims above your functions, veri 53 Claude Code 1 5,392 tok
Boom-Vitt/claude-thai-skills Claude Code skills for Thai users — translation, captions, resumes, official letters, PDPA 53 Codex, OpenCode 1 1,233 tok
badchars/osint-mcp-server OSINT intelligence MCP server for AI agents — 37 tools, 12 sources. Shodan, VirusTotal, Ce 53 Claude Code 1 1,238 tok
Antonytm/mcp-sitecore-server Model Context Protocol server for Sitecore 53 Claude Code, Codex, OpenCode 2 3,211 tok
IBM/galaxium-travels Demo application for IBM Bob. A complete full-stack application for booking interplanetary 53 Codex, OpenCode 1 2,261 tok
Dicklesworthstone/frankensim Plan-first Rust continuum for certified geometry, physics simulation, optimization, and re 53 Codex, OpenCode 1 9,289 tok
rse/ase ase.tools Agentic Software Engineering (ASE) 53 Claude Code, Codex, OpenCode 2 1,782 tok
sohaibt/product-mode masteringproducthq.com The most expensive bug in AI-assisted building is shipping the wrong thing, well. A CLAUDE 53 Claude Code, Codex, OpenCode 2 3,840 tok
auratech-lab/r3arxiv-react3-archive 53 Claude Code, Codex, GitHub Copilot, OpenCode 3 1,293 tok
XNet-NGO/aiope AIOPE — 70-tool on-device AI agent for Android. Linux terminal, realtime voice, browser au 53 Codex, OpenCode 1 1,918 tok
Ekozmaster/Vibe-Reverse-Engineering A set LLM-Friendly tools for Cursor to Reverse Engineer binaries, specially games 53 Claude Code, Codex, GitHub Copilot, OpenCode 6 2,317 tok
waldzellai/clearthought-onepointfive OG Sequential Thinking fork, v1.5 53 Claude Code 1 703 tok
gornskew/cyborg-whisperer Receives, educates, and dispatches cyborgs into a starship or other facility 53 Claude Code 1 857 tok
xiehuan123/dsh-deepread xiehuan123.github.io Evidence-first reading for AI agents — turn articles, books and PDFs into traceable claims 53 Codex, OpenCode 1 876 tok
LuxAlgo/luxalgo-mcp-server mcp.luxalgo.com The LuxAlgo ecosystem as MCP tools: free and keyless. 53 Claude Code, Codex, OpenCode 2 1,127 tok
glukicov/slideops medium.com Turn a repository into a slide deck that tells you when it stops matching the code 53 Claude Code, Codex, OpenCode 2 1,328 tok
fandsdev/eslint-config-fans eslint-config.fans.dev Opinionated and flexible ESLint shareable config by FANS 53 Claude Code 2
WPDevelopers/essential-addons-for-elementor-lite essential-addons.com Essential Addons for Elementor. Ultimate elements library for Elementor. 53 Claude Code 17 1,844 tok
moKshagna-p/musico musico-web.vercel.app building letterboxd for music 53 Codex, OpenCode 1 1,108 tok
luizomf/dotfiles youtube.com Otávio Miranda's dotfiles. Almost my entire dev environment lives in this repository. 53 Claude Code, Codex, OpenCode 2 2,836 tok
circuit-synth/kicad-sch-api API for manipulating sexpr in KiCAD schematic editor 52 Claude Code 13 6,033 tok
xianyu-sheng/Xenon 🚀 Xenon — Agent Harness for AI coding agents. Evidence-oriented architecture + 7 reasonin 52 Claude Code 1 1,481 tok
darraghoriordan/use-miller usemiller.dev A NestJS and NextJS app for selling software products and showing examples of how-tos 52 Codex, GitHub Copilot, OpenCode 2 1,673 tok
uiuing/browser-agent An open-source AI agent for the browser. Bring any model. It plans in the side panel, acts 52 Claude Code, Codex, OpenCode 2 1,865 tok
skuznetsov/adamas-lang Adamas Lang compiler + LSP server with ground-built Crystal Lang compatible parser/type in 52 Claude Code, Codex, OpenCode 2 1,034 tok
TenureAI/PhD-Zero Autoresearch with PhD-level workflows and modular agent skills. Built for the autonomous A 52 Claude Code, Codex, OpenCode 12 3,034 tok
DeepTrail/deepsecure Effortlessly secure your AI agents and AI-powered workflows — from prototype to production 52 Claude Code 1 1,603 tok
rexleimo/aios cli.rexai.top Local-first AI agent bootstrap: Playwright Browser MCP + ContextDB for Codex CLI, Claude 52 Claude Code, Codex, Gemini CLI, OpenCode 3 10,862 tok
erikaflowers/investiture zerovector.design A project scaffold with clean architecture, structured doctrine, and a skill chain that en 52 Claude Code 1 610 tok
nguyenvanduocit/instantCode InstantCode is a browser inspection tool that brings AI directly to your webpage. Simply c 52 Claude Code 1 2,166 tok
2ue/ccman A tool for managing Claude Code + Codex API + GEMINI CLI + OPENCODE provider configuration 52 Claude Code, Codex, OpenCode 11 9,670 tok
hlhr202/Conductor-for-all npmjs.com Bring the Conductor spec-driven development methodology to any coding environment as skill 52 Claude Code, Codex, OpenCode 8 1,066 tok
jsoncut/jsoncut-skill AI agent skill for seamless integration with JsonCut, enabling automated creation and edit 52 Claude Code, Codex, OpenCode 2 664 tok
liqiongyu/lenny_skills_plus 86 agent-executable skill packs converted from RefoundAI’s Lenny skills (unofficial). Work 52 Claude Code, Codex, OpenCode 2 2,301 tok
eric861129/SKILLS_All-in-one huangchiyu.com Search, preview, and download open-source AI agent skills for Claude Code, Codex, ChatGPT, 52 Gemini CLI 1 1,316 tok
jyao97/xylocopa Xylocopa is a visual orchestrator that runs your AI agents in parallel while you stay focu 52 Claude Code 1 1,657 tok
radekamirko/C.R.I.S.P CRISP — The missing layer between vibe coding and building something people actually want 52 Claude Code 10 2,437 tok