How real projects configure their agents

22,145 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
e-t-y-b/etyb-skills etyb.ai ETYB — your AI engineering team as one open-source skill (/etyb). 14 specialists, 9 always 10 Claude Code, Codex, OpenCode 2 966 tok
lyr1cs/rein Multi-source cross-validated memory MCP server for AI agents (Rust, jieba CJK, local-first 10 Codex, OpenCode 1 17,034 tok
Postpartum-genushyacinthus29/dotnet-skills Teach AI agents modern .NET skills for ASP.NET Core, EF, Blazor, MAUI, and more with a gro 10 Claude Code, Codex, Gemini CLI, OpenCode 3 9,378 tok
redhuntlabs/wizard Build AI spells for what you do - a meta-builder that turns recurring tasks into reusable 10 Claude Code, Codex, Gemini CLI, OpenCode 3 1,340 tok
zander-zyx/claude-mini-hud zdking.com A lighter alternative to claude-hud's core features, limited to 7 lines. Built-in usage qu 10 Claude Code, Codex, OpenCode 2 2,695 tok
SawyerHan-AI/TideMind tidemind.ai A living second brain that connects everything you think with — your AI agents, your notes 10 Codex, OpenCode 1 3,307 tok
EvilFreelancer/secs SECS (SECurity aSsistant) turns an AI coding agent (Claude Code, Cursor, Codex) into an au 10 Claude Code, Codex, OpenCode 2 4,071 tok
freibergergarcia/phone-a-friend CLI relay for Claude Code, Codex, and OpenCode. Delegate to Antigravity, Claude, Codex, Ge 10 Claude Code, Codex, OpenCode 2 12,165 tok
unknowbug/qlens QLens — HDR image viewer (QuickView) + image manager with open tag database (qltag.db) + M 10 Codex, OpenCode 1 987 tok
cyanheads/secedgar-mcp-server npmjs.com Query SEC EDGAR filings, XBRL financials, and company data through MCP. STDIO & Streamable 10 Claude Code, Codex, OpenCode 2 27,696 tok
ZeroMadLife/sage-agent A local-first Personal AI Learning Companion that connects goals, personal knowledge, real 10 Codex, OpenCode 1 1,056 tok
memenow/persona-agent A Python-based API server for creating AI persona agents using Google A2A protocol and Mod 10 Claude Code, Codex, OpenCode 2 4,170 tok
canoo/agent-nexus nexus.codelogiic.com Multi-model agentic orchestration framework — route tasks to cloud or local LLMs, manage p 10 Codex, OpenCode 1 90 tok
hannsxpeter/scriveno Spec-driven creative writing, publishing, and translation pipeline for AI coding agents. F 10 Claude Code, Codex, OpenCode 2 8,372 tok
jamditis/mooc-starter-kit mooc.amditis.tech Starter repo for Advanced Prompt Engineering for Journalists — a Knight Center MOOC on AI 10 Claude Code, Codex, Gemini CLI, OpenCode 3 1,497 tok
joshrotenberg/tower-mcp docs.rs Tower-native Model Context Protocol (MCP) implementation 10 Codex, OpenCode 1 402 tok
Aether-Grid/openticker openticker.com OpenTicker is a multi-crate Rust workspace for configurable spot-trading across equities a 10 Codex, OpenCode 1 1,204 tok
aksika/abtars aksika.github.io Agent harness with persistent memory, skills, scheduled tasks, extended messaging connecti 10 Codex, OpenCode 1 1,386 tok
sebastienrousseau/noyalib sebastienrousseau.github.io A YAML 1.2 parser and serialiser for Rust: zero unsafe, full serde integration, lossless C 10 Codex, OpenCode 1 485 tok
Aureliolo/synthorg synthorg.io SynthOrg is a synthetic organisation: it staffs the roles, splits the work into jobs that 10 Claude Code, Codex, OpenCode 64 28,656 tok
kevinkaylie/AgentNexus Decentralized communication infrastructure for AI Agents — DID identity, federated discove 10 Claude Code, Codex, OpenCode 4 5,157 tok
lhpaul/ai-dev-framework-template A tool-agnostic AI-assisted development framework template. Structured workflow (Spec → Pl 10 Claude Code, Codex, Gemini CLI, OpenCode 4 4,854 tok
profplum700/etsy-mcp-server 10 Claude Code, Codex, OpenCode 2 354 tok
hyhmrright/market-sages 13 legendary investors analyzing stocks for you — Buffett to Taleb. Real-time data via web 10 Claude Code, Codex, Gemini CLI, OpenCode 3 1,689 tok
brandonwie/codex-hud brandonwie.github.io Single-line local context HUD for Codex CLI sessions. 10 Claude Code, Codex, OpenCode 2 46 tok
slok/gosimov Simple AI agent library in go (general usage but focused on infra/platform tooling automat 10 Codex, OpenCode 1 28 tok
Kevin-Liu-01/Sigil-UI sigil-ui-web.vercel.app Opinionated design language + token-driven React components. 31 presets, 70+ components, o 10 Codex, OpenCode 1 5,549 tok
kongsol-83/boardgame-studio An AI board game design studio for Cursor. Turn a one-line idea into BGG reference researc 10 Codex, Cursor, OpenCode 9 3,092 tok
dangindev/antigravity-awesome-workspace-skill 10 Claude Code, Codex, Kiro, OpenCode 66 387 tok
cosen1024/awesome-academic-skills A curated, machine-validated catalog of public Agent Skills for academic research workflow 10 Codex, OpenCode 1 474 tok
yfge/agent-harness-skills Turn real software repos into agent-ready engineering environments with entrypoints, valid 10 Codex, Gemini CLI, OpenCode 2 561 tok
xinghang-ee-cs/dev-runtime-skill AI coding assistant skills that structure the full development lifecycle into planning → i 10 Codex, OpenCode 1 3,346 tok
0xNyk/unmachined Anti-AI-slop agent skill: makes text read written and UI look made, not generated. Determi 10 Codex, OpenCode 1 606 tok
stevenn/ctxlayer Context-sharing MCP Gateway on Cloudflare 10 Claude Code, Codex, OpenCode 8 6,843 tok
devag7/linkedin-mcp LinkedIn for AI assistants (MCP) — profiles, people/job/company search, feed & messaging a 10 Codex, OpenCode 1 582 tok
NotNull92/workforge-mcp WorkForge is a Windows MCP gateway that lets ChatGPT inspect files, resume Git work, make 10 Codex, OpenCode 1 149 tok
Friz-zy/ai-capability-registry Curated AI Workflows, Skills & MCP servers for secure multi-agent development 10 Codex, OpenCode 1 758 tok
yunfeizhu/TDesign-Vue-Next-Skill AI agent skill for TDesign Vue Next - comprehensive guidance for component usage, forms, t 10 Codex, OpenCode 1 938 tok
zzxCoding/Flydb flydb.zzxcoding.dev A Schema versioning migration tool for JDBC databases: a zero-dependency Java 8 core, buil 10 Codex, OpenCode 1 1,778 tok
hjsh200219/korea-public-data-mcp A Korean public data MCP (Model Context Protocol) server. Integrates APIs from the Ministr 10 Claude Code, Codex, Cursor, OpenCode 3 3,125 tok
henryiii/skills Some agent skills that are useful for coding. 10 Codex, OpenCode 1 381 tok
alexsmirnov/obsidian-second-brain-mcp 10 Claude Code, Codex, GitHub Copilot, OpenCode 3 286 tok
exiao/pm-skills Skills for the whole product R&D process: strategy, UXR, PM, design, QA, launch. For Claud 10 Codex, OpenCode 1 845 tok
lvcoi/solidJSkills A repo intended to be an mcp server for SolidJS Agentic Skills 10 Codex, Gemini CLI, OpenCode 2 534 tok
sinch/skills sinch.com AI agent skills for Sinch communication APIs. Get expert guidance on getting started, best 10 Claude Code, Codex, OpenCode 2 2,639 tok
CometWorks/skills Skill library for Space Engineers plugin, mod and in-game script development. Usable with 10 Codex, GitHub Copilot, OpenCode 2 218 tok
maojiebc/majia-chatcut-koubo clawhub.ai ChatCut voiceover · Practical production edition|v1.6.0 Reliable one-sentence editing and 10 Codex, OpenCode 1 524 tok
a275618631/codex-antigravity-collaboration a275618631.github.io Reference architecture and working case study for Codex × Antigravity agent-runtime collab 10 Codex, OpenCode 1 216 tok
grimoire-rs/grimoire grimoire.rs Package manager for AI-agent config. grim installs, updates, and publishes skills, rules, 10 Claude Code, Codex, OpenCode 9 4,196 tok
3aKHP/prts-mcp MCP Server for Arknights PRTS Wiki and local game data 10 Claude Code, Codex, OpenCode 2 7,121 tok