How real projects configure their agents

45,012 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 agents8,549Claude Code6,896Git and workflow3,630Data and AI3,579Backend and APIs3,559Languages3,491Planning3,321Code review2,909Testing2,691DevOps and cloud2,492Writing and docs2,490Memory and context2,374Research2,321Frontend2,311Security2,183Project management1,977

All Claude Code32,540 Codex24,898 OpenCode23,819 GitHub Copilot3,723 Gemini CLI2,039 Cursor1,772 Windsurf202 Kiro116

Project Stars Configures Files Always loaded
fusebase-dev/fusebase-flow ai-dev.thefusebase.com The framework client-facing teams use to build internal & client apps with AI. Two agents 9 Claude Code, Codex, GitHub Copilot, Gemini CLI, OpenCode 75 3,794 tok
jackofall1232/l00prite a vendor-neutral runtime protocol for autonomous AI coding agents persistent memory, execu 9 Claude Code, Codex, GitHub Copilot, Gemini CLI, OpenCode 11 7,521 tok
rg8diaoa/AgentPrecept AgentPrecept — a methodology and documentation governance tool for Agents. project-graph h 9 Codex, OpenCode 1 5,095 tok
barysiuk/duckrow Get your ducks in a row — a TUI for managing AI agent skills/mcps across projects 9 Codex, OpenCode 1 2,050 tok
ultrathink-art/agentbrush Image editing toolkit for AI agents. Agent Skills compatible. 9 Claude Code 1 523 tok
P2ERGmbH/agentic-coding A set of skills and AGENTS.md file to help boostrap Next.js development 9 Claude Code, Codex, OpenCode 14 3,896 tok
adamdroberts/agent-skills 9 Claude Code, Gemini CLI 2 —
fanyu-meng/podcast-content-studio Agent skill for generating podcast show notes from transcripts 9 Codex, OpenCode 1 389 tok
orchestra-hq/orchestra-skills Repository of Agent Skills for Orchestra 9 Claude Code, Codex, OpenCode 1 3,248 tok
ArianHobson333/claude-bug-bounty-stack Complete Claude Code setup for bug bounty hunting — 99 skills, 22 slash commands, 10 agent 9 Claude Code 1 500 tok
HaasStefan/skills-lint haasstefan.github.io A Linter for Agent Skills with Token Budget Rules 9 Claude Code, Codex 3 —
dujiaxi2359-cloud/digital-human-workbench Noncommercial digital human production workbench with Rachel Skill, MCP, Agent orchestrati 9 Codex, OpenCode 1 64 tok
CaseyLabs/kc-secure-repo-template Security-hardened GitHub repository template, designed to prevent supply-chain attacks. In 9 Claude Code, Codex, OpenCode 2 1,825 tok
CarbeneAI/Forge carbene.ai Open-source AI operations platform built on Claude Code. 107 skills, 27 agents, security b 9 Claude Code 1 1,720 tok
edimuj/vexscan Security scanner for AI agent plugins, skills, MCPs, and configurations. Detects prompt in 9 Claude Code 1 —
timothywarner-org/copilot-memory-store techtrainertim.com Local JSON memory store for context engineering with GitHub Copilot and MCP clients. Inclu 9 Claude Code, GitHub Copilot 2 632 tok
sanna-ai/sanna sanna.dev Trust infrastructure for AI agents — constitution enforcement and cryptographic receipts. 9 Codex, OpenCode 1 483 tok
refined-element/lightning-enable-mcp MCP server enabling AI agents to make Lightning Network payments 9 Claude Code 4 1,301 tok
paultyng/ideate One home for every idea — local-first macOS desktop app for tracking work-in-flight with l 9 Claude Code, Codex, OpenCode 2 7,939 tok
NAJEMWEHBE/unreal-ai-connection Drive Unreal Engine 5.7 from any MCP client: 155 editor-automation tools (inspect, author, 9 Claude Code, Codex, GitHub Copilot, OpenCode 3 3,419 tok
AI45Lab/SentrySkills LLM-native skill package that teaches agents to protect themselves 9 Claude Code 1 11 tok
quattro/jax-numerics-agent SKILLS.md definitions for JAX/Equinox based software development 9 Codex, OpenCode 1 262 tok
davidsmorais/mcpocket Your AI setup. Everywhere you work. Syncs Claude Code agents, skills, plugins, and MCPs ac 9 Claude Code, Codex, OpenCode 3 90 tok
supernova-labs/agent-smith A Claude Code plugin that architects, creates, reviews, audits, and manages skill layers f 9 Claude Code 1 462 tok
chenghit/aws-waf-rules-reviewer An Agent Skill that reviews AWS WAF Web ACL configurations for security issues, misconfigu 9 Claude Code, Codex, OpenCode 2 7,124 tok
Gourdbaby/wechat-miniprogram-skill Agent Skill: WeChat Mini Program Expert (Native JS) 9 Cursor 1 323 tok
benshapyro/cadre-devkit-claude Cadre team development kit for Claude Code - quality gates, security hooks, workflow comma 9 Claude Code 1 1,312 tok
xiaolai/echo-sleuth-for-claude Claude Code plugin: Mine past conversations for decisions, mistakes, patterns, and wisdom 9 Claude Code, Codex, OpenCode 1 1,105 tok
alrightryanx/claude-shadow Claude Code plugin - Get push notifications on your phone when Claude Code needs input. Ap 9 Claude Code 1 2,332 tok
maxmart/eclipse-mcp-server Eclipse IDE plugin exposing workspace operations to Claude Code via MCP 9 Claude Code 1 775 tok
tornikegomareli/claude-plugin-codex Use Claude Models from Codex to review or delegate tasks 9 Claude Code, Codex, OpenCode 2 1,224 tok
claude-office-skills/claude-office-plugin WPS Office Excel AI data processing assistant — conversational spreadsheet operations in t 9 Codex, OpenCode 1 1,880 tok
1234567mm/hermes-howto A comprehensive, step-by-step guide and collection of best practices for mastering Hermes 9 Claude Code 1 1,343 tok
Mocinjay/immunogen Static, offline-first security scanner for AI-built apps. 0–100 Ship Score across 11 categ 9 Claude Code 1 —
kapital-legal/claude-for-tr-legal Türk hukukuna uyarlanmış Claude Code plugin koleksiyonu — Apache 2.0 9 Claude Code 1 2,770 tok
elct9620/claudekit A collection of plugins for Claude Code used by Aotokitsuruya. 9 Claude Code 3 3,675 tok
rwmjhb/happyclaw OpenClaw PTY Bridge Plugin - Bridges local Claude Code/Codex/Gemini CLI sessions to OpenCl 9 Claude Code 1 1,564 tok
muratsilahtaroglu/claude-code-starter-kit Discipline + security starter kit that keeps Claude Code (or any LLM agent) on course acro 9 Claude Code 8 1,006 tok
gigaverse-app/langsmith-cli A context-efficient, feature-complete CLI for LangSmith. Packaged as a Claude Code plugin 9 Claude Code, Codex, OpenCode 3 10,270 tok
tipdotmd/tip-md-x402-mcp-server 🏆 Hackathon: Transform any AI agent into a payment-enabled agent using x402 + CDP. MCP se 9 Claude Code 1 1,490 tok
christinetyip/ensue-learning-memory Learning-focused Ensue memory plugin for Claude Code - build deep understanding, not just 9 Claude Code 1 269 tok
lbj96347/compete A Claude code CLI plugin for discovering competitors and conducting comparisons to identif 9 Claude Code, Codex, OpenCode 2 2,056 tok
c-reichert/flowstate Claude Code plugin combining TDD discipline with knowledge compounding. Inspired by Superp 9 Claude Code 1 417 tok
Mistakey/simulink-automation-suite A Simulink automation suite and Claude Code plugin powered by MATLAB Engine for Python, de 9 Claude Code 2 —
brandondees/code-quality-atlas From-first-principles research toward a standalone agent skill suite for code review & mai 9 Claude Code, Codex, OpenCode 48 6,208 tok
huangzhonglv/hep-workflow A skill-based agent workflow for high-energy physics phenomenology: from model proposal th 9 Claude Code, Codex, OpenCode 8 3,316 tok
mikeparcewski/wicked-garden wg.wickedagile.com The skills your coding agent can't build alone: done re-checked from evidence, graph-aware 9 Claude Code, Codex, OpenCode 3 753 tok
srstomp/pokayokay pokayokay.com An orchestration plugin for Claude Code and Codex that enables reliable autonomous develop 9 Claude Code, Codex, OpenCode 2 3,466 tok
ruliana/mcp-pkm-logseq A fairly customizable MCP server for Logseq 9 Claude Code 1 686 tok
yebot/rad-cc-plugins Claude Code plugin marketplace - Supercharge your AI-assisted development workflow 🧠 9 Claude Code 1 3,317 tok