How real projects configure their agents

23,196 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 Code31,977 Codex23,157 OpenCode22,109 GitHub Copilot3,551 Gemini CLI1,917 Cursor1,739 Windsurf129 Kiro79

Project Stars Configures Files Always loaded
pantheraudits/move-auditor pantheraudits.com Skill for move smart contract security auditing. 20 Claude Code, Codex, OpenCode 2 1,607 tok
Sendmux/skills Agent skills for Sendmux 20 Claude Code, Codex, OpenCode 2 411 tok
hifly81/bikescout hifly81.github.io AI for tactical cycling intelligence: Predictive mud logic, S-Scale terrain analysis, and 20 Claude Code, Codex 10
izzzzzi/agent-assh SSH workflow helper for LLM agents 20 Codex, GitHub Copilot, OpenCode 2 1,483 tok
LastSearch-HQ/lastsearch lastsearch.ai Reliable research infrastructure for AI agents. Evidence-backed web search with citations, 20 Claude Code, Codex 2 2,732 tok
MySetsuna/ridge mysetsuna.github.io Split-screen terminal workspace — split panes, embedded editor, Git graph, Claude Code age 20 Claude Code, Codex, OpenCode 2 378 tok
NERDSORG/Mutsumi Multi-Agents VSCode Extension that Focuses on the Full Control of Context, Observability a 20 Codex, OpenCode 1 5,722 tok
coalesce-labs/catalyst Token-efficient Claude Code workspace with parallel agents and persistent memory. Research 20 Claude Code, Codex, OpenCode 2 7,714 tok
olgasafonova/mediawiki-mcp-server MCP server for MediaWiki wikis - search, read, and edit wiki content from AI assistants 20 Claude Code, Codex, OpenCode 2 435 tok
ameshkov/mcp-compress-router Compress all connected MCP into a single router MCP and save up to 99% on tokens 20 Codex, OpenCode 1 5,011 tok
Alenryuichi/openmemory-plus 🧠 AI Agent Memory Management Framework - Dual-layer memory architecture with smart classi 20 Codex, OpenCode 1 1,017 tok
iliaal/codesage Code intelligence engine for AI coding agents. Structural graph queries plus semantic sear 20 Claude Code, Codex, OpenCode 4 11,134 tok
gmaynez/debugssy marketplace.visualstudio.com AI debugger for VS Code 20 Codex, OpenCode 1 2,473 tok
mtbun/storeshots-mcp npmjs.com Store-ready App Store & Google Play screenshots from any MCP client. Device frames, benefi 20 Claude Code, Codex, OpenCode 2 1,337 tok
ginkida/rustyhand Agent OS in Rust — one binary, 37 agents, 26 LLM providers, 37 channels (Telegram/Discord/ 20 Codex, OpenCode 1 611 tok
pomerium/mcp-app-typescript-template pomerium.com An MCP app template using Pomerium, the Model Context Protocol (MCP) TypeScript SDK, with 20 Claude Code, Codex, OpenCode 2 5,174 tok
agent-receipts/obsigna agentreceipts.ai Agent Receipts — cryptographically signed audit trails for AI agent actions. Protocol spec 20 Claude Code, Codex, GitHub Copilot, OpenCode 9 2,369 tok
openmaster-ai/clawmaster Make OpenClaw usable for everyone — setup, manage, and grow it into a practical digital pe 20 Claude Code, Codex, OpenCode 2 4,304 tok
simonrowland/goal-flight Claude/Grokbot plugin and scripts: long-running controller pattern to chunk and delegate c 20 Claude Code, Codex, OpenCode 2 2,010 tok
aigengame/cli-agentic-workflow A lightweight local-first CLI that orchestrates AI agent CLIs (claude, codex) into powerfu 20 Claude Code, Codex, OpenCode 6 198 tok
vastxie/ai-worldcup-2026 wc.lightai.io AI WorldCup Arena 2026: AI agents compete to predict the 2026 World Cup with virtual point 20 Claude Code, Codex, OpenCode 2 2,611 tok
EmZod/Speak-Turbo speakturbo-site.vercel.app Ultra-fast local TTS for AI agents. ~90ms to first sound. 20 Codex, OpenCode 1 768 tok
SoundBlaster/XcodeMCPWrapper soundblaster.github.io MCP that makes Xcode 26.3's MCP compatible with Cursor and other strict MCP-spec-compliant 20 Claude Code, Codex, OpenCode 8 3,421 tok
aws-bench/aws-bench-datasets Scenarios and tasks for evaluating AI agents on real-world AWS automation tasks. Use the a 20 Claude Code, Codex, OpenCode 2 1,233 tok
Kevandrew/sophia sophiahq.com Your AI builds the code. Sophia makes sure it's right. 20 Codex, OpenCode 1 514 tok
footprintjs/agentfootprint footprintjs.github.io Context engineering, abstracted. Build AI agents whose every LLM call traces back to what 20 Claude Code, Codex, OpenCode 4 29,739 tok
yuxiaoji30-lang/ai-maintainer-copilot-skill A public, evidence-first agent skill for open-source maintainers: AI-assisted issue triage 20 Codex, OpenCode 1 348 tok
aak204/Tool-Catalog-Compiler A managed proxy gateway and compiler for AI agents. It takes noisy OpenAPI/MCP directories 20 Codex, OpenCode 1 342 tok
arrase/ollama-agent arrase.github.io Ollama Agent is a powerful command-line tool (CLI and REPL) that allows you to interact wi 20 Codex, OpenCode 1 389 tok
jimmyliao/digest-agent 20 Claude Code, Codex, Gemini CLI, OpenCode 7 1,949 tok
Sn4kyGit/antigravity-project-starter Antigravity Supercharged Project Engine. A complete AI Agent architecture featuring jCodeM 20 Claude Code, Codex 6
pbeens/obsidian-agents.md Agentic AI workflow configurations, instructions, and specialized skills for Obsidian vaul 20 Codex, OpenCode 1 2,148 tok
kychee-com/run402-core run402.com Open-source, self-hostable server and runtime core for Run402 — backend infrastructure for 20 Claude Code, Codex, OpenCode 4 573 tok
eliavamar/repositories-wiki 20 Codex, OpenCode 1 170 tok
berabuddies/puffer puffer-orpin.vercel.app 20 Codex, OpenCode 1 2,940 tok
arcprime-ip/patent-prompts 20 Codex, OpenCode 1 572 tok
arctan303/creator.skill blog.arctan.top Multi-skill agentic product delivery system 20 Codex, OpenCode 12 2,166 tok
tiny-flowlab/novel-studio-copilot-cli AI-powered multi-agent novel creation system for GitHub Copilot CLI 20 Claude Code, Codex, OpenCode 27 1,574 tok
project-koku/koku-metrics-operator Operator to obtain OCP usage data and upload it to koku. 20 Claude Code, Codex, OpenCode 5 1,124 tok
waynesutton/convex-mcp-visual npmjs.com Schema visualizer and dashboard tools for exploring Convex databases. Opens interactive br 20 Claude Code, Codex, OpenCode 2 1,433 tok
rickicode/patchright-browser MCP server for browser automation via Patchright. Multi-profile Chromium, headed/headless, 20 Codex, OpenCode 1 686 tok
apiad/aegis apiad.github.io The meta-harness that brings real agentic collaboration as a first-class citizen 20 Codex, OpenCode 1 720 tok
validatedpatterns/docs validatedpatterns.io Validated Patterns documentation 20 Codex, OpenCode 1 2,421 tok
sanjeed5/cursor-slidev sanjeed5.github.io Make slides using Cursor. Sample slides below: 20 Claude Code, Codex, OpenCode 23 3,324 tok
ChrisRomp/copilot-bridge Bridge GitHub Copilot CLI to messaging platforms (Mattermost, Slack, etc.) 20 Codex, OpenCode 1 2,205 tok
iowarp/clio-core Harnessing distributed, tiered storage for context management 20 Claude Code, Codex, OpenCode 12 10,919 tok
KitTheFox123/workspace Kit's open-sourced agent workspace 🦊 - SOUL.md, memory, knowledge, scripts 20 Codex, OpenCode 1 628 tok
vvvvvivekkk/LLM-Wiki-v3 20 Codex, OpenCode 1 1,507 tok
rmedranollamas/research-cli Gemini Deep Research Agent CLI 20 Claude Code, Codex, OpenCode 2 549 tok
dawangcoding/ClawUI Cross-platform desktop client for OpenClaw — built-in Gateway management, onboarding wizar 20 Codex, OpenCode 1 6,103 tok