How real projects configure their agents

23,733 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
OATH-md/OathMCP mcp.oath.md Agent-native MCP server for evidence-backed clinical calculators. 13 Codex, OpenCode 2 1,920 tok
xcrft/mastermind Local-first repository context for coding agents: codegraph, cited project knowledge, chan 13 Codex, OpenCode 1 282 tok
agentis-tools/ctx docs.agentis.tools 🧠 ctx is a queryable world model of a codebase, built to ground and govern the language m 13 Claude Code, Codex, OpenCode 2 881 tok
haha2345/awesome-wow-335-dev Bilingual, Agent-readable development knowledge base for WoW 3.3.5a and AzerothCore 13 Codex, OpenCode 1 783 tok
robertcrowe/Spec4 spec4.ai A local, open-source tool that turns a rough idea, or a change to an existing codebase, in 13 Claude Code, Codex, OpenCode 2 1,456 tok
enforra/enforra enforra.com Open source action governance SDK for AI agent tool calls. 13 Claude Code, Codex, OpenCode 2 3,090 tok
wildcat-finance/skills get in loser, we're building god 13 Claude Code, Codex, OpenCode 3 5,982 tok
IvanMurzak/Unity-AI-Cinemachine ai-game.dev MCP Tools for Unity Cinemachine — author and edit virtual cameras with AI. 13 Codex, OpenCode 1 1,145 tok
grapeot/tavily-skill Agent-oriented Tavily search and extract CLI with stable JSON output 13 Codex, OpenCode 1 350 tok
beerandcodeteam/worthly-api 13 Claude Code, Codex, Gemini CLI, OpenCode 14 10,763 tok
vercel-labs/ds-skill-extraction-workshop 13 Claude Code, Codex, OpenCode 6 539 tok
houtini-ai/google-knowledge-graph-mcp houtini.com MCP server for Google's free public Knowledge Graph Search API - search for structured ent 13 Codex, OpenCode 1 876 tok
YUANGEGE1234/awesome-prompts-skill A curated collection of AI prompts as a skill for Claude Code and OpenAI Codex 13 Codex, OpenCode 1 365 tok
CES-Ltd/TitanClip ces-ltd.github.io AI Company Orchestration Platform — Deploy governed teams of autonomous AI agents with Run 13 Codex, OpenCode 1 216 tok
fcori47/dios-ia-hermes-local 13 Claude Code, Codex, OpenCode 2 3,541 tok
hwpx-builder/hwpx-builder 13 Codex, Gemini CLI, OpenCode 2 1,480 tok
therohitdas/slkcli Slack CLI for macOS, so your agents can read and send messages 💬 13 Claude Code, Codex, OpenCode 2 1,745 tok
hamelsmu/website-to-api Claude Code plugin for reverse-engineering website APIs using Chrome browser automation 13 Codex, OpenCode 1 176 tok
swnotmetal/Project-Koma Lightweight, agent-friendly AI security toolkit for Node.js & TypeScript. Check if your ag 13 Codex, Cursor, OpenCode 2 996 tok
srpadrono/Pathfinder AI-agent skill that maps user journeys, visualizes test coverage with Mermaid diagrams, an 13 Codex, OpenCode 1 811 tok
elastic/ai-github-actions elastic.github.io 13 Claude Code, Codex, OpenCode 2 232 tok
chirino/memory-service chirino.github.io A persistent memory service for AI agents that stores and manages conversation history, en 13 Claude Code, Codex, OpenCode 12 916 tok
a-attia/scicomp-research-skills Agent skills + workflow templates for scientific-computing research (papers and software). 13 Codex, OpenCode 1 8,584 tok
johnakande/AI-Humanizer-Skill Humanize AI text. Bypass detection. Get natural, human-sounding content instantly. 13 Claude Code, Codex, OpenCode 1 1,090 tok
linhnguyen-gt/Routiform npmjs.com 13 Codex, OpenCode 1 2,858 tok
truth0530/mcp-server-ios-shortcuts 13 Codex, OpenCode 1 1,395 tok
PADAS/er-server OpenSource ER Server aka DAS 13 Codex, OpenCode 1 992 tok
max-lee-dev/local-lmcanvas 13 Claude Code, Codex, OpenCode 2 547 tok
ss44/sathi.ai An AI plugin for Dank Material Shell 13 Codex, OpenCode 1 132 tok
styrene-lab/lipstyk Anti-AI-slop code analysis — detects machine-generated code patterns across Rust, TS/JS, P 13 Codex, OpenCode 1 1,432 tok
abuiles/agents-kanban AgentsKanban is a Cloudflare Workers application for multi-repo task orchestration with a 13 Claude Code, Codex, OpenCode 2 427 tok
MDMAtk/TormentNexus At long last 13 Claude Code, Codex, GitHub Copilot, Gemini CLI, OpenCode 5 2,603 tok
akirk/ai-assistant wpapps.kirk.at An AI-powered chat interface for WordPress Playground. Bring your own API key or connect t 13 Codex, OpenCode 1 2,298 tok
djangonavarro220/agentic-life-os Portable personal advisor OS built from Agent Skills 13 Codex, OpenCode 1 2,067 tok
AVANT-ICONIC/Talox Stateful browser runtime for AI agents built on Playwright, with stealth interaction, stru 13 Codex, OpenCode 1 3,913 tok
maris205/open-rosalind openrosalind.bio open-rosalind: open source version of gpt rosalind 13 Codex, OpenCode 1 253 tok
tangyihang-jiayou/QQ_agentshow QQ2007-style Codex Agent workspace: real tasks in the right panel, a penguin pet, QQ Show, 13 Codex, OpenCode 1 220 tok
guyumengyue/zotero-obsidian-codex-workflow Windows-first Zotero Obsidian Codex literature workflow with one-step bootstrap skill 13 Claude Code, Codex, OpenCode 3 484 tok
tryingET/pi-server Session multiplexer for pi-coding-agent — WebSocket + stdio, the protocol IS the architect 13 Codex, OpenCode 1 11,952 tok
byronjohnson/litelight litelightbox.com A lightweight JavaScript lightbox 13 Codex, OpenCode 1 1,188 tok
Accagain2014/LLM4Rec_wiki Automated LLM4Rec Wiki Project Driven by Large Language Models. An LLM-driven LLM4Rec know 13 Codex, OpenCode 1 1,506 tok
duongtruongdp/ND-ImgConverter duongtruongdp.net A fast, native media conversion toolkit for photographers, filmmakers and creators. 13 Codex, OpenCode 1 633 tok
pouriya/espai Any agent that can run curl gets a real browser. Snapshot a page as refs, click one, read 13 Codex, OpenCode 1 4,559 tok
danielwpz/lark-a2ui-renderer A2UI renderer for Feishu/Lark 13 Codex, OpenCode 1 2,120 tok
grapeot/health-quantification AI-first personal health quantification: Apple Health → SQLite → CLI → AI analysis 13 Codex, OpenCode 1 2,054 tok
riffcc/flagship dev.riff.cc A decently decentralised streaming platform, powered by Citadel and Archivist 13 Claude Code, Codex, OpenCode 2 3,579 tok
mmarca-tech/OpenVitals codeberg.org THIS IS JUST A MIRROR FROM https://codeberg.org/mmarca-tech/OpenVitals Privacy-f 13 Claude Code, Codex, OpenCode 3 1,995 tok
sociotechnica-org/symphony-ts TypeScript implementation of the Symphony spec 13 Claude Code, Codex, OpenCode 4 2,583 tok
chriswritescode-dev/opencode-forge OpenCode plugin for autonomous dev loops, planning, and worktree sandbox environments. 13 Codex, OpenCode 1 2,721 tok
g0v/moedict.tw moedict.tw A Cloudflare Worker clone of MoeDict, integrating React + Vite + Wrangler + Functions with 13 Codex, OpenCode 1 21,648 tok