How real projects configure their agents

24,815 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 agents8,505Claude Code6,886Git and workflow3,611Data and AI3,580Backend and APIs3,556Languages3,487Planning3,327Code review2,899Testing2,686Writing and docs2,480DevOps and cloud2,479Memory and context2,375Research2,323Frontend2,308Security2,172Project management1,965

All Claude Code32,517 Codex24,815 OpenCode23,733 GitHub Copilot3,719 Gemini CLI2,034 Cursor1,770 Windsurf202 Kiro114

Project Stars Configures Files Always loaded
narumiruna/skills 17 Codex, OpenCode 1 920 tok
Emily2040/rapid-domain-mastery A universal Agent Skill for deep, multi-source learning across 18+ AI coding agents 17 Claude Code, Codex, GitHub Copilot, Gemini CLI, OpenCode 5 872 tok
Komagon/hermes-production-patterns komagon.github.io Hermes Production Patterns — A collection of production-grade engineering patterns for Her 17 Codex, OpenCode 1 841 tok
dirmacs/daedra dirmacs.github.io Self-contained web search MCP server in Rust. 13 search backends with automatic fallback. 17 Claude Code, Codex, OpenCode 2 1,543 tok
pleaseai/claude-code-plugins plugins.pleaseai.dev 17 Claude Code, Codex, OpenCode 13 5,072 tok
devemberx/mcp-server-polarion MCP server for Polarion ALM — read and write documents, work items, test runs, traceabilit 17 Claude Code, Codex, OpenCode 15 3,033 tok
oyi77/1ai-skills oyi77.github.io 1282 production-ready AI agent skills with self-evolving meta-skills — 783 cybersecurity, 17 Claude Code, Codex, Cursor, OpenCode 3 1,395 tok
gpt-cmdr/ras-commander-mcp MCP Server to Access HEC-RAS Project Data via Claude Desktop, Claude Code and other LLMs 17 Claude Code, Codex, OpenCode 2 373 tok
KERNlang/agon kernlang.com A coliseum for AI coding models. They race on the same task in isolated git worktrees, the 17 Codex, OpenCode 1 3,154 tok
renezander030/agentic-task-system npmjs.com CLI + MCP for agent context: a task layer over TickTick, Notion, GitHub, Obsidian & more ( 17 Codex, OpenCode 1 437 tok
skael-dev/skael skael.dev 17 Claude Code, Codex, OpenCode 2 1,428 tok
jeonghwanko/onesub npmjs.com Server-side receipt validation for react-native-iap. Apple StoreKit 2 + Google Play Billin 17 Claude Code, Codex, OpenCode 3 7,673 tok
marzukia/charted charted.mrzk.io Zero-dependency Python SVG chart generator. Generate beautiful, customisable charts in SVG 17 Codex, OpenCode 1 2,996 tok
ag2ai/ag2-assistant AI Assistant, fully transparent events, multiple isolated profiles, generative UI 17 Claude Code, Codex, OpenCode 12 3,306 tok
constant-itis/mycelium-memory Persistent memory for Claude Code, Claude Desktop, and Codex — save once, recall across se 17 Codex, OpenCode 1 541 tok
badapplesdotdev/gtm-grid gtm-grid-web.vercel.app GTM Grid — local-first programmable GTM spreadsheet. Columns are functions. Source-availab 17 Claude Code, Codex, OpenCode 2 4,897 tok
teableio/agent-skills 17 Claude Code, Codex, OpenCode 2 2,029 tok
zifacorp/zifamem Emotional long-term memory framework for AI agents and companions 17 Codex, OpenCode 1 630 tok
noerd-dev/noerd 17 Claude Code, Codex, OpenCode 2 2,211 tok
Yefee8/mufify play.google.com Free, open-source, totally local, statistic tracking, FLAC-supporting music player. Made w 17 Codex, OpenCode 1 3,747 tok
fensoft/maclock maclock retrofit with 2.8 lcd screen + esp32 with audio 17 Codex, OpenCode 1 3,174 tok
distsystem/codex-desktop-linux Codex Desktop for Linux — distsystem soft-fork (versioned-zip pinned, tracks ilysenko upst 17 Codex, OpenCode 1 1,840 tok
saturngod/oxygen Streaming transcode server with S3 17 Claude Code, Codex, Gemini CLI, OpenCode 10 9,711 tok
bisonbet/BisonNotes-AI BisonNotes AI is an app that will record audio, create transcripts of the audio and summar 17 Claude Code, Codex, OpenCode 4 5,406 tok
James19890801/feishu-codex-digital-employee Feishu real-person identity digital employee: user message polling, WebSocket-assisted lis 17 Codex, OpenCode 1 840 tok
klodr/gmail-mcp Gmail MCP server — scope-gated tools (readonly / send / modify), path jails for attachment 17 Claude Code, Codex, GitHub Copilot, OpenCode 3 3,076 tok
jamillazarev/multica-ops ai.jamillazarev.com Mops 🐶 — your Executive Advisor for Multica: builds and runs an autonomous company of AI 17 Claude Code, Codex, OpenCode 2 9,401 tok
akasecurity/ai-tc akasecurity.github.io Guardrails for the agent harness. Regulated data stays on your machine, and every prompt a 17 Claude Code, Codex, Gemini CLI, OpenCode 3 3,712 tok
jordiboehme/crystalline Local-first crystalline intelligence for AI agents: the knowledge that endures across sess 17 Codex, OpenCode 1 6,805 tok
nickschuetz/o3de-mcp Automate Open 3D Engine with AI — an MCP server for editor control, project & build manage 17 Claude Code, Codex, OpenCode 2 6,109 tok
AlexeyPerov/Unity-Open-MCP Unity-Open-MCP is a complete set of tools to use AI with Unity. It acts as a bridge betwee 17 Codex, OpenCode 1 1,376 tok
dualface/onevoke quicktui.ai Onevoke - One person. Many agents. 17 Codex, OpenCode 1 12,247 tok
raffertyuy/repo-of-repos 17 Claude Code, Codex, OpenCode 17 2,373 tok
FullStaQD/qcc 17 Codex, OpenCode 1 264 tok
jasonhnd/design-md-generator Generate publication-quality DESIGN.md files from any website URL. Extract computed styles 17 Claude Code, Codex, GitHub Copilot, Cursor, Gemini CLI, OpenCode 5 2,427 tok
justjavac/glitch-token glitch-token.jjc.fun A database of LLM glitch tokens: a curated catalog of publicly documented anomalous tokens 17 Codex, OpenCode 1 903 tok
T0ha/camelot camelotai.tech Kanban board based coding agents orchestrator based on KISS 17 Claude Code, Codex, OpenCode 4 4,967 tok
anteriovieira/osc-mcp-server MCP server for controlling digital mixers (Behringer X32, Midas M32, etc.) via OSC 17 Codex, OpenCode 1 2,229 tok
joshLong145/ambits visualize, and report code coverage within llm sessions 17 Codex, OpenCode 1 858 tok
dinglebear-ai/yarr npmjs.com Rust MCP and CLI server for media automation fleets: Sonarr, Radarr, Prowlarr, Tautulli, O 17 Claude Code, Codex, Gemini CLI, OpenCode 4 9,543 tok
adamanz/grok-bot-skill skills.sh Cursor / Agent Skill to chat with Grok Bot teammates and create new Grok Bots from the CLI 17 Codex, OpenCode 1 114 tok
dip497/hivemind hivemind.griiken.com Build the workspace your coding agents work in. 17 Claude Code, Codex, OpenCode 10 5,344 tok
pipeshub-ai/mcp-server pipeshub.com This repository contains the packages that make up Pipeshub’s local MCP server 17 Claude Code, Codex, OpenCode 2 1,177 tok
Remotivated/job-hunt-skills AI-assisted skills for a practical job search — resume tailoring, cover letters, company r 17 Claude Code, Codex, OpenCode 3 1,010 tok
ZhangDongyang800/Aseprite_MCP Most Aseprite MCPs give AI hands. This one gives it eyes — it draws, looks at the canvas, 17 Claude Code, Codex, OpenCode 2 4,620 tok
AI-Routing-Research-Institute/codex-provider-hub A local multi-provider routing hub for Codex and Claude Code: integrates CC Switch and sup 17 Codex, OpenCode 2 1,193 tok
wenn-id/comicsol Create Comic with Plan anywhere. Render anywhere. Resume everywhere. 17 Codex, OpenCode 1 2,507 tok
Astro-Craft-Theme/8-BitQuest astrocraftthemes.com A retro pixel-art developer portfolio theme for Astro, the web framework. 20 pages, 39 UI 17 Claude Code, Codex, OpenCode 3 2,003 tok
xtruder/opencode-claude-max-plugin OpenCode plugin for Claude Max/Pro subscription via @anthropic-ai/sdk 17 Codex, OpenCode 1 3,820 tok
xiaoxiao341/Chat2Agent An open-source bridge suite that gives the ChatGPT web client local workspace capabilities 17 Codex, OpenCode 1 275 tok