How real projects configure their agents

24,785 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 agents8,489Claude Code6,881Git and workflow3,605Data and AI3,580Backend and APIs3,556Languages3,486Planning3,323Code review2,893Testing2,681Writing and docs2,477DevOps and cloud2,477Memory and context2,375Research2,318Frontend2,308Security2,170Project management1,960

All Claude Code32,505 Codex24,785 OpenCode23,702 GitHub Copilot3,719 Gemini CLI2,034 Cursor1,771 Windsurf202 Kiro114

Project Stars Configures Files Always loaded
amlei/amlei-resume An Agent Skills package for writing resumes, running in AI assistants such as Claude Code, 40 Codex, OpenCode 1 1,515 tok
openschool-org/openschool openschool-org.github.io Open digital platform for Sri Lankan schools. 40 Claude Code, Codex, OpenCode 2 2,199 tok
mendix/web-widgets marketplace.mendix.com Mendix Platform supported widgets and modules for web 40 Claude Code, Codex, GitHub Copilot, OpenCode 48 4,389 tok
ai-freer/fortune-skill Chinese traditional fortune-telling AI skill (BaZi 八字 + Zi Wei Dou Shu 紫微斗数) for Claude Co 40 Claude Code, Codex, OpenCode 2 1,840 tok
MichelKerkmeester/skilled-agent-harness_spec-driven-loops AI-assisted coding setup that helps you spend less time re-explaining context, and more ti 40 Claude Code, Codex, OpenCode 9 6,296 tok
Randroids-Dojo/PlayGodot Playwright for Godot game engine. A Godot plugin for headless test automation. 40 Claude Code, Codex, OpenCode 4 690 tok
anthonyhaussman/opencode-agy-auth npmjs.com Antigravity auth plugin for opencode 40 Codex, OpenCode 1 4,665 tok
heddendorp/section-app-client tumi.esn.world Frontend of the ESN section app 40 Codex, OpenCode 1 534 tok
sushichan044/cc-hooks-ts npmjs.com Define Claude Code hooks with full type safety. 39 Claude Code, Codex, GitHub Copilot, OpenCode 37 1,322 tok
hardyz0517/relay-pool-desktop Local desktop relay pool manager for AI API providers. 39 Codex, OpenCode 1 1,160 tok
Eldergenix/Proofloop Proof-driven Claude/Codex agent loop with paired execution, persistent resume, and adversa 39 Claude Code, Codex, OpenCode 4 668 tok
doublej/consult-user-mcp doublej.github.io Consult User MCP - A Human Consultation Interface 39 Claude Code, Codex, OpenCode 9 4,048 tok
openclix/openclix openclix.ai Open-source, local-first mobile app retention and engagement automation with agent-driven 39 Claude Code, Codex, OpenCode 2 821 tok
kumo-ai/kumo-coding-agent kumo.ai Kumo Coding Agent — context docs, skills, and self-maintenance for building ML models with 39 Claude Code, Codex, OpenCode 4 2,352 tok
conorluddy/ContextPods deepwiki.com Model Context Protocol management suite/factory. An MCP that can generate and manage other 39 Claude Code, Codex, OpenCode 6 2,161 tok
markhuangai/dense-mem markhuang.ai Self-hosted AI agent memory server with MCP, evidence provenance, typed claims, conflict d 39 Codex, OpenCode 1 3,338 tok
powroom/flins flins.tech Universal skill installer for AI coding agents 39 Claude Code, Codex, OpenCode 21 826 tok
aviflombaum/claude-code-in-avinyc A collection of claude code plugins and skills 39 Claude Code, Codex, OpenCode 2 3,152 tok
songyang0603/ds-spec-loop Portable Agent Skill for repository-native Spec programming, informed by public DeepSeek H 39 Codex, OpenCode 1 281 tok
YoavLax/agent-compass agentcompass.ashymeadow-b5411f47.eastus.azurecontainerapps.io Get your repo ready for AI. 39 Claude Code, Codex, GitHub Copilot 5 979 tok
fastly/mcp Model Context Protocol (MCP) server for AI-powered Fastly CDN management. 39 Codex, OpenCode 1 1,360 tok
ggplab/solo-biz-playbook ggplab.xyz The solo-team operating playbook actually used by ggplab — strategy, time tracking, and AI 39 Claude Code, Codex, OpenCode 2 566 tok
theafh/ai-modules A collection of professional AI skills, packaged as Claude and Codex plugins and deployabl 39 Claude Code, Codex, OpenCode 2 7,787 tok
padmarajnidagundi/Playwright-AI-Agent-POM-MCP-Server Playwright AI Agent POM MCP ServerPlaywright AI Agent using Page Object Model (POM) archit 39 Claude Code, Codex, GitHub Copilot 10 1,344 tok
Weaverse/.agents weaverse.io Agents, skills, commands, and rules for AI-powered coding tools — used daily to supercharg 39 Codex, OpenCode 1 1,558 tok
owenliang60-ship-it/knowledge-mgmt Claude Code skills for personal knowledge management: atomic note-taking + spaced repetiti 39 Codex, OpenCode 1 2,109 tok
stephanj/LSP4J-MCP A Java MCP (Model Context Protocol) server that wraps JDTLS (Eclipse JDT Language Server) 39 Claude Code, Codex, OpenCode 2 549 tok
CopilotKit/skills AI agent skills for CopilotKit — setup, develop, integrate, debug, upgrade, and contribute 39 Claude Code, Codex, OpenCode 2 356 tok
Dicklesworthstone/fastmcp_rust Cancel-aware Rust framework for building Model Context Protocol (MCP) servers and clients: 39 Codex, OpenCode 1 12,355 tok
opendatahub-io/ai-helpers opendatahub-io.github.io AI Helpers — collections of Skills, Hooks, Agents (compatible with Claude Code, Cursor and 39 Claude Code, Codex, OpenCode 2 1,933 tok
Altinity/altinity-mcp Model Context Protocol server to use ClickHouse® databases in your AI agents 39 Claude Code, Codex, OpenCode 5 957 tok
plasmate-labs/plasmate docs.plasmate.app Browser engine for agents. HTML in, structured Semantic Object Model out. Native MCP and A 39 Claude Code, Codex, OpenCode 3 48,334 tok
flc1125/skills skills.flc.io A personal repository of reusable AI agent skills, designed to work across compatible tool 39 Codex, OpenCode 1 662 tok
tuo-lei/vibe-replay vibe-replay.com Turn AI coding sessions into animated, interactive web replays 39 Claude Code, Codex, OpenCode 4 7,754 tok
AgriciDaniel/meowmeow a philosophy for talking to AI agents without getting glazed. one trigger, four meanings. 39 Codex, OpenCode 1 318 tok
spellyaohui/M-Team-Helper M-Team PT site automation assistant 39 Claude Code, Codex, OpenCode 2 2,261 tok
tenequm/skills clawhub.ai Agent skills for building, shipping, and growing software products 39 Codex, OpenCode 1 1,892 tok
Zaious/Antigravity-Skills-Chronicle open-vsx.org Visual management dashboard for AI Agent skills, workflows, and rules. VS Code extension w 39 Codex, OpenCode 1 952 tok
omnigentx/jarvis Omnigentx Jarvis — voice + chat AI assistant powered by Fast Agent (MCP) with Vue dashboar 39 Claude Code, Codex, OpenCode 2 10,665 tok
shipshitdev/skills shipshit.dev Claude, Cursor, Codex skills and commands 39 Codex, OpenCode 1 398 tok
advanced-security/codeql-development-mcp-server LLM <-- MCP --> CodeQL( AST | CFG | CLI | LSP ) 39 Claude Code, Codex, GitHub Copilot 22 8,231 tok
dbankscard/jamf-mcp-server Model Context Protocol server enabling AI assistants (Claude, ChatGPT) to manage Jamf Pro 39 Codex, OpenCode 1 940 tok
gabrielmaialva33/winx-code-agent crates.io 🦀 A high-performance code agent written in Rust, combining the best features of WCGW for 39 Codex, OpenCode 1 994 tok
iseppo/e-arveldaja-mcp Experimental MCP server for Estonian e-arveldaja (RIK e-Financials) API. Not affiliated wi 39 Claude Code, Codex, OpenCode 18 19,497 tok
wot-ui/open-wot cli.wot-ui.cn A toolkit of AI capabilities for Wot UI, including Skills, the MCP protocol, and CLI tools 39 Claude Code, Codex, OpenCode 9 666 tok
airas-org/airas airas-org.github.io AIRAS - an open-source project for research automation 39 Claude Code, Codex, GitHub Copilot, OpenCode 3 486 tok
kernel/kernel-mcp-server mcp.onkernel.com Open-source MCP server for secure, low-latency cloud-browser automation on Kernel. 39 Codex, OpenCode 1 1,120 tok
kochetkov-ma/claude-brewcode doc-claude.brewcode.app Claude Code plugin suite: brewcode (skill/agent/rule authoring, semble semantic search, su 39 Codex, OpenCode 1 1,407 tok
qualixar/skillfortify pypi.org First formal security scanner for AI agent skills & plugins. Static analysis, supply chain 39 Codex, OpenCode 1 656 tok
Infisical/ai-skills AI skills and MCP connection for Infisical -- Stop your AI from hallucinating about Infisi 39 Codex, OpenCode 1 2,391 tok