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
Johnny-xuan/TreeWork A tree-guided development plugin for long-running coding agents. 14 Codex, OpenCode 1 375 tok
axelfreeman/blog axelfreeman.com 🔥 AI marketing without bullshit. Articles on AI agents, AEO, OSINT profiling, and marketi 14 Codex, OpenCode 1 1,421 tok
alexei-led/coding-posture A single SKILL.md skill giving coding agents task-aware working modes (debug, fix, review, 14 Codex, OpenCode 1 241 tok
byPawel/tachibot-mcp tachibot.com Stop AI Hallucinations Before They Start Run models from OpenAI, Google, Anthropic, xAI, P 14 Codex, OpenCode 1 6,085 tok
chintan-diwakar/zentickr-yahoo-query-mcp MCP server exposing financial data using Yahoo Finance via yahooquery. Provides stock insi 14 Claude Code, Codex, OpenCode 2 300 tok
chengkj99/kj-skills 14 Claude Code, Codex, OpenCode 7 1,368 tok
zime-ai/zime-gtm-skills zime.ai Build your own sales-call review tooling: 41 open Agent Skills that audit call transcripts 14 Claude Code, Codex, OpenCode 2 1,681 tok
SoulKyu/openwiki-cc Auto-generate and maintain a documentation wiki for any repo — native Claude Code plugin ( 14 Claude Code, Codex, OpenCode 3 91 tok
Cynrath/agent-context-kit cynrath.github.io Offline-first toolkit for agent-ready repositories: readiness scoring, instruction graphs, 14 Claude Code, Codex, GitHub Copilot, Gemini CLI, OpenCode 4 4,051 tok
ZethRise/ReadyDesign-Skill Ready to use design system for cool UI/UX with no extra slop 14 Claude Code, Codex, OpenCode 2 184 tok
t1/tdder A Claude Code plugin that guides AI agents through disciplined Test-Driven Development and 14 Claude Code, Codex, OpenCode 3 1,132 tok
MartinPuli/createAnApp Evidence-gated AI agent skills for shipping Apple apps from idea validation to App Store l 14 Codex, OpenCode 1 291 tok
grcorsair/corsair grcorsair.com Compliance trust shouldn't require emailing PDFs and hoping nobody tampered with them. Cor 14 Codex, OpenCode 1 1,401 tok
CodeAlive-AI/codealive-skills Agent skills for CodeAlive — semantic code search and AI-powered codebase answers. Works w 14 Claude Code, Codex, OpenCode 2 639 tok
quan0715/open-press open-press.dev AI-first fixed-layout document workspaces. Your AI agent writes proposals, whitepapers, th 14 Claude Code, Codex, OpenCode 2 3,542 tok
krutikJain/android-agent-skills Android skills repository for Kotlin, Compose, XML, testing, CI, release work, and legacy 14 Codex, OpenCode 1 1,437 tok
litestar-org/litestar-skills Opinionated first-party agent skills, plugins, subagents, slash commands, and MCP servers 14 Claude Code, Codex, OpenCode 1 2,076 tok
ZarK/ai-supply-chain-guard Tool-agnostic Agent Skill for dependency supply-chain defense 14 Codex, OpenCode 1 298 tok
KCNyu/clawock kcnyu.github.io AI argues. Code settles. The losses stay on the page. A real HK + US brokerage account run 14 Claude Code, Codex, OpenCode 2 3,007 tok
isak102/neowright Like Playwright, but for Neovim 14 Codex, OpenCode 1 146 tok
ibrahimhajjaj/wu-cli WhatsApp CLI tool — like gh is to GitHub, wu is to WhatsApp 14 Codex, OpenCode 1 1,280 tok
proj-airi/airi-android Allow LLM to use Android Device 14 Claude Code, Codex, Cursor, OpenCode 2 76 tok
pipulate/pipulate pipulate.com Local First AI SEO Software on Nix, FastHTML & HTMX 14 Codex, OpenCode 1 731 tok
openSUSE/mcp-bugzilla pypi.org Bugzilla Model context protocol (MCP) Server 14 Codex, OpenCode 1 847 tok
peacprotocol/peac peacprotocol.org Portable signed records for automated interactions. 14 Codex, OpenCode 1 1,155 tok
freema/mcp-jira-stdio MCP server for Jira integration with stdio transport. Issue management, project tracking, 14 Claude Code, Codex, OpenCode 5 887 tok
ostapondo/Plonk ostapondo.github.io A native, local macOS toolbox for screenshots, OCR, measuring, keep-awake, pointer tools, 14 Codex, OpenCode 1 3,557 tok
chainstack/dev-portal docs.chainstack.com Chainstack Developer Portal 14 Claude Code, Codex, OpenCode 2 8,178 tok
asap-protocol/asap-protocol asap-protocol.com Protocol for agent-to-agent communication with stateful orchestration, MCP-compatible and 14 Codex, OpenCode 1 2,074 tok
emiliomartucci/marvis The Company Brain your agents install — use your coding agent to run projects and coordina 14 Claude Code, Codex, OpenCode 2 199 tok
asta-nguyen/kamehadb kamehadb.astalife.co KamehaDB is a cross-platform database GUI - AI. Support query via human language 14 Claude Code, Codex, OpenCode 18 6,450 tok
Magnifico4625/locus magnifico4625.github.io Persistent project-aware memory for AI coding tools. Built on MCP. Works with Codex, Claud 14 Codex, OpenCode 1 1,092 tok
cyanheads/openalex-mcp-server npmjs.com Access the OpenAlex academic research catalog - 270M+ publications through MCP. STDIO & St 14 Claude Code, Codex, OpenCode 2 10,958 tok
joslat/maf-doctor AI-powered toolkit for Microsoft Agent Framework (MAF) migrations — agents, skills, MCP se 14 Codex, GitHub Copilot, OpenCode 5 7,516 tok
Tideshift-Labs/Fathom A Rider Plugin for improving UE5 C++ development for your LLM agent of choice 14 Codex, OpenCode 1 683 tok
Krzysztof318/MailFathom krzysztof318.github.io A brain for your mail: MailFathom turns IMAP mailboxes into a self-hosted, AI-native servi 14 Claude Code, Codex, OpenCode 13 7,961 tok
tmdgusya/gemini-swarm 14 Codex, Gemini CLI, OpenCode 2 2,567 tok
liujuanjuan1984/codex-a2a Expose Codex through A2A with an inbound server surface and embedded outbound client. 14 Codex, OpenCode 1 1,097 tok
seanyao/roll seanyao.github.io Autonomous software delivery with AI agents — your BACKLOG runs itself, guided by encoded 14 Claude Code, Codex, OpenCode 3 1,862 tok
forsonny/Codex-OS ko-fi.com Codex CLI development framework that transforms product ideas into production-ready softwa 14 Codex, OpenCode 1 680 tok
daeryundf2-prog/LAZYANTIGRAVITY AI agent orchestration plugin bringing LazyCodex-style skills, hooks, and maintainer workf 14 Claude Code, Codex, OpenCode 1 1,169 tok
SiniyaYousuf/everything_claudecode 14 Claude Code, Codex, OpenCode 58
TsuyoshiUshio/buka-samples Sample Project for the buka project 14 Claude Code, Codex, GitHub Copilot, OpenCode 6 2,584 tok
yuxaoxao/dot-ai 14 Claude Code, Codex, OpenCode 2 109 tok
igmarin/rails-ai-bridge Zero-config MCP server that gives AI assistants live, read-only knowledge of Rails apps 14 Claude Code, Codex, Gemini CLI, OpenCode 3 3,468 tok
mishanefedov/agentwatch Local-only observability for AI agents on your machine. One timeline across coding and non 14 Claude Code, Codex, OpenCode 2 1,254 tok
MageByte-Zero/agent-guidelines Full-stack AI collaboration codex (CLAUDE.md / AGENTS.md / Cursor rules) distilled from Ka 14 Claude Code, Codex, OpenCode 2 6,350 tok
Hackbyrd/orbital-express A better way to organize and develop on your Express.js Node.js application. Built for dev 14 Claude Code, Codex, GitHub Copilot, OpenCode 24 3,514 tok
BrianNguyen29/x-harness A small, file-first verification harness that turns an AI agent's "I'm done" claim into an 14 Codex, OpenCode 1 1,864 tok
doublesq97-ui/su-webstyle-top12 Top 12 overseas web style atlas skill for Codex, Claude Code, and agentic coding tools. 14 Claude Code, Codex, OpenCode 2 294 tok