How real projects configure their agents

23,761 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 agents8,530Claude Code6,887Git and workflow3,618Data and AI3,582Backend and APIs3,558Languages3,485Planning3,325Code review2,903Testing2,691DevOps and cloud2,482Writing and docs2,481Memory and context2,373Research2,322Frontend2,310Security2,179Project management1,971

All Claude Code32,523 Codex24,842 OpenCode23,761 GitHub Copilot3,723 Gemini CLI2,038 Cursor1,771 Windsurf201 Kiro116

Project Stars Configures Files Always loaded
agungprasastia/toksave A zero-config CLI that securely installs and wires token-saving tools into AI coding agent 5 Claude Code, Codex, OpenCode 2 1,284 tok
ValorVie/custom-skills Automated AI dev environment setup CLI with curated Skills collection for Claude Code and 5 Claude Code, Codex, Gemini CLI, OpenCode 5 4,485 tok
JackyYang258/agent-teacher Turns "explain X" into a code-driven lesson 5 Claude Code, Codex, OpenCode 2 3,211 tok
liliang-cn/tagit TagIt — an open-source, self-hosted Claude Tag 5 Claude Code, Codex, OpenCode 2 2,647 tok
Aquaticat/Monochromatic TypeScript and Rust monorepo: Claude Code and Pi coding-agent plugins, a minimal MCP stdio 5 Claude Code, Codex, OpenCode 12 15,120 tok
sydneyvb-nl/tellur tellur.dev Local-first AI code provenance: line-level attribution, PR risk reports, policy checks, an 5 Claude Code, Codex, OpenCode 1 6,300 tok
thuong-nc/perlytics-skill Disciplined analyst workflows for AI assistants — 16 skills for analytics, strategy, and d 5 Claude Code, Codex, OpenCode 2 974 tok
panda850819/verbs personal skill pack 5 Claude Code, Codex, OpenCode 2 828 tok
Madhurr/agit Agent-native git middleware — preserves AI reasoning in every commit 5 Codex, OpenCode 1 719 tok
wangshunnn/claude-telemetry Agent Telemetry for Claude Code & Codex 🎯 5 Codex, OpenCode 1 743 tok
aiman-labs/ergouzi-agent-skills Public Agent Skills and Claude Code / Codex plugins for New API and reusable workflows. 5 Codex, OpenCode 1 982 tok
dofbi/seddo 🤝 Seddo — Agent coordination via GitHub Gist. Wolof: séddo = partager. A shared space whe 5 Codex, OpenCode 1 692 tok
joseph0926/prompt-shield prompt quality management for Claude Code 5 Claude Code, Codex, OpenCode 2 3,654 tok
rshade/mcp-devtools-server rshade.github.io AI-powered development tools server for Claude Code and MCP clients. 40+ tools for Go, Nod 5 Claude Code, Codex, Gemini CLI, OpenCode 18 10,420 tok
lavallee/cub A CLI for Ralph + Beads-style development with harnesses like Claude Code and Codex 5 Claude Code, Codex, OpenCode 24 9 tok
danygiguere/audit-skills Language- and framework-agnostic audit checklists for AI coding agents — security, correct 5 Claude Code, Codex, OpenCode 2 1,611 tok
CyrusZhang23/AI-learning-by-claude-code Hands-on AI coding tools course (Claude Code as the main focus, including Codex/Gemini com 5 Claude Code, Codex, OpenCode 5 3,771 tok
supermaciz/sessions-chronicle sessions-chronicle.maciz.dev A Gtk/Adwaita app to browse and search your AI coding sessions 5 Claude Code, Codex, OpenCode 4 1,958 tok
Conradgui/loop-craft Turn goals, existing Skills, and authorized work records into bounded Agent Loops, then ex 5 Codex, OpenCode 1 2,622 tok
DongDuong2001/pudo-code-system Modular, scalable, automated development intelligence. 5 Claude Code, Codex, GitHub Copilot, Gemini CLI, OpenCode 8 1,949 tok
AiGuangInc/suxiaoqiang-cli superun.com sxq is the official command-line tool for Superun, the vibe coding platform. It syncs your 5 Codex, OpenCode 1 402 tok
droxer/Synapse An open-source AI agent platform that does the work for you. 5 Claude Code, Codex, OpenCode 2 1,312 tok
baldaworks/promptkitty npmjs.com PromptKit workflows for coding agents, the command line, and Go — agent skills plus determ 5 Codex, OpenCode 1 1,407 tok
soia-team/soia-open-skills SOIA Skill ecosystem portal: authoritative specifications, Skill directory, and cross-repo 5 Codex, OpenCode 1 839 tok
recallnet/codecontext Force agents to read critical context left by other agents, enforced by linting and freshn 5 Claude Code, Codex, OpenCode 5 2,003 tok
hookdeck/agent-skills hookdeck.com Agent Skills for working with Hookdeck products — Event Gateway (webhooks/events) and Outp 5 Claude Code, Codex, OpenCode 2 5,544 tok
markdavidgan/apple-dev-skills Apple platform development skills for Claude Code, Cursor, Kimi Code, Antigravity, Codex C 5 Claude Code, Codex, Gemini CLI, OpenCode 3 7,239 tok
hardiktiwari/PM-operating-OS An operating system for product managers — persistent product context, an on-demand skills 5 Codex, OpenCode 1 442 tok
clix-so/skills docs.clix.so An open collection of agent skills for Clix. 5 Claude Code, Codex, OpenCode 2 437 tok
netresearch/matrix-skill Three Agentic Skills for Matrix: encrypted chat with a daemon that follows rooms live, Syn 5 Claude Code, Codex, Gemini CLI, OpenCode 3 3,080 tok
Noshkoto/Noshy Your agent has amnesia. Noshy fixes that. Persistent memory for AI agents — LLM extraction 5 Codex, OpenCode 1 771 tok
puristajs/harness purista.dev AI Harness build on top of typescript 5 Claude Code, Codex, OpenCode 2 694 tok
nob-git-dev/agent-skills Portable Agent Skills for disciplined software delivery, learning, editing, and LLM evalua 5 Codex, OpenCode 1 591 tok
devoncarew/flutter-slipstream Live Flutter app introspection for coding agents. 5 Claude Code, Codex, OpenCode 3 434 tok
punt-labs/z-spec Creates, validates, and animates Z (and B) specifications from source and generates code f 5 Claude Code, Codex, OpenCode 3 4,786 tok
ryne2010/harness-engineering-audit Codex skill for evidence-linked repository harness audits, scored assessments, and priorit 5 Codex, OpenCode 1 288 tok
talesofai/okp cohub.live The context layer for AI agents — open, structured, searchable knowledge protocol (Domain 5 Codex, OpenCode 1 1,441 tok
nobrainer-tech/nobrainer-tech-skills nobrainer.tech Portable agentic workflows for guarded autonomy, visible sessions, SDD, decisions, RCA, ev 5 Claude Code, Codex, GitHub Copilot, Gemini CLI, OpenCode 4 4,743 tok
EthanM2025/game-design-lenses 100 game design lenses applied to your design artifacts via Claude Code or Codex. Auto-pic 5 Codex, OpenCode 1 1,103 tok
dcc-mcp/dcc-mcp-maya-mgear dcc-mcp.github.io DCC-MCP agent skills for Autodesk Maya and mGear Shifter: inspect rigging components, crea 5 Codex, OpenCode 1 1,340 tok
TGPSKI/catnip pate.sh Capture, analyze, visualize, and retain GitHub repo metrics locally with stdlib-only Pytho 5 Codex, OpenCode 1 2,342 tok
ZuiTiti/Zuiti-Desktop Rather than being the smartest assistant, it aims to be the one that best understands emot 5 Codex, OpenCode 1 2,083 tok
Miguell-J/mcp-one MCP-one is a central server that connects multiple independent MCP servers and exposes a u 5 Codex, OpenCode 1 193 tok
hexxla/mosaic MCP server for agent memory over HexxlaDB—ring retrieval, embeddings + lexical search, sea 5 Codex, OpenCode 1 427 tok
sandraschi/ai-games-collection Web-based games collection with 100+ games and AI opponents 5 Claude Code, Codex, GitHub Copilot, Cursor, OpenCode, Windsurf 5 2,134 tok
bit2me-devs/bit2me-mcp mcp.bit2me.com Official MCP local server for Bit2Me digital assets platform 5 Codex, OpenCode 1 5,152 tok
bookedsolidtech/helixir npmjs.com MCP server that gives AI coding agents deep knowledge of any web component library — prope 5 Claude Code, Codex, OpenCode 35 1,572 tok
Bortlesboat/bitcoin-api Self-hostable Bitcoin fee intelligence API with optional MCP and x402 integrations. Former 5 Claude Code, Codex, GitHub Copilot, OpenCode 3 4,843 tok
aetherwing-io/mish ohitsmish.com The LLM-native shell — five MCP tools for structured output, error diagnostics, and proces 5 Claude Code, Codex, OpenCode 2 1,715 tok
ANFAIA/ClimaSafe Early warning system for heat and cold risk. Predicts personalized thermal mortality risk 5 Claude Code, Codex, OpenCode 2 3,155 tok