How real projects configure their agents

43,608 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 agents7,557Claude Code6,620Data and AI3,682Backend and APIs3,496Languages3,401Planning3,217Git and workflow3,165Code review2,733Testing2,364Memory and context2,364DevOps and cloud2,310Writing and docs2,303Research2,297Frontend2,252Security2,013Productivity1,710

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

Project Stars Configures Files Always loaded
typefully/agent-skills AI agent skills for drafting and scheduling social media posts via Typefully 59 Claude Code, Codex, OpenCode 2 1,036 tok
ThePatriczek/playwright-recast Fluent pipeline library for processing Playwright traces into polished demo videos with TT 59 Claude Code 4
Chip-G0202/PaperEcho Hear echoes from the literature and find research leads worth pursuing. A Codex-based mult 59 Codex, OpenCode 1 13,794 tok
hermes-labs-ai/zer0dex hermes-labs.ai A local dual-layer memory pattern for AI agents: a compact, human-readable markdown index 59 Codex, OpenCode 1 308 tok
raphaeltm/simple-agent-manager simple-agent-manager.org Run multiple coding agents in parallel on your own cloud VMs. 59 Claude Code, Codex, OpenCode 33 8,677 tok
in-the-loop-labs/pair-review AI assisted code review with a human in the loop 59 Claude Code, Codex, OpenCode 6 3,794 tok
hodstack/hodstack Hodstack makes coding agents more productive. 59 Claude Code, Codex, OpenCode 2 1,850 tok
hyperb1iss/sibyl hyperb1iss.github.io Collective intelligence runtime for AI agents. Knowledge graph + persistent memory. 59 Claude Code, Codex, OpenCode 2 2,216 tok
quantskills/agent-quantspace AI-native quantitative research framework 59 Claude Code, Codex, OpenCode 2 2,304 tok
netlify/axis axis.run Open source tooling and scoring framework to measure how well services work for AI agents. 59 Codex, OpenCode 1 3,530 tok
AnomalyNTE/Anomaly NTE plugin framework and API. Heterogeneous plugin framework 59 Codex, OpenCode 1 2,177 tok
sandudorogan/tmux-pane-tree sandudorogan.github.io ┣nteractive tmux pane tree with live agent badges and Vim-style navigation. 59 Claude Code 1 1,836 tok
tuanductran/hr-skills hr-skills-web.vercel.app AI skills and technical recruiting knowledge for modern HR and talent acquisition teams. 59 Claude Code, Codex, GitHub Copilot, OpenCode 27 1,789 tok
omarshahine/findmy-cli Query Find My friend locations on macOS via UI automation, screenshots, and Vision OCR — s 59 Claude Code, Codex, GitHub Copilot, OpenCode 3 898 tok
NeoZi12/dispatchseo dispatchseo.com Turn your AI agent into your SEO manager - works today with Claude Code, Codex, and Cursor 59 Claude Code 7 3,835 tok
prime-radiant-inc/gauntlet AI-powered QA testing framework that uses LLMs (Claude or GPT) to test web apps, CLI tools 59 Claude Code 1
ScrapeGraphAI/just-scrape scrapegraphai.com CLI for AI-powered web scraping, structured data extraction, web search, multi-page crawli 59 Claude Code 2 169 tok
AgriciDaniel/youtuber agricidaniel.github.io A source-cited YouTube brain: creator growth & strategy, the developer API, and paid adver 59 Claude Code, Codex, Gemini CLI, OpenCode 3 403 tok
nebulae/trudi Autonomous DFIR agent — SANS SIFT Workstation MCP server for incident response 59 Claude Code 1
boredape874/mcbejsonuimasterAI JSON UI mastery for AI 59 Codex, OpenCode 1 2,476 tok
agjs/gb10-clock-cap Capping GPU clocks on NVIDIA GB10: -12C peak temp, -36% GPU power, ~1.6% throughput cost. 59 Codex, OpenCode 1 1,319 tok
pedrobalsa/balsa-ui balsa-ui.com Agent-native, open-code Vue/React components with independent palettes, themes, and gradie 59 Codex, OpenCode 1 156 tok
bob-zebedy/CodexBar CodexBar is a macOS menu bar app for viewing local Codex account status, quotas, token usa 59 Claude Code, Codex, OpenCode 2 16,268 tok
agentcathq/webmcp-react React hooks for exposing your app's functionality as WebMCP tools - transport-agnostic, SS 59 Codex, OpenCode 1 1,648 tok
clharman/circuit-mcp Computer use-like MCP for webapps and electron apps, to enable AI agents to test their cha 59 Claude Code 1 546 tok
mouse-lin/finesse-brief 59 Claude Code, Codex, GitHub Copilot, OpenCode 3 19,678 tok
zavora-ai/computer-use-mcp High Performance MCP server + client for Windows and macOS computer control built in Rust. 59 Codex, OpenCode 1 9,545 tok
towardsai/agentic-ai-engineering-course 59 Codex, OpenCode 1 1,052 tok
greenpau/go-authcrunch authcrunch.com AuthCrunch provides Authentication, Authorization, and Accounting (AAA) Security Functions 59 Codex, OpenCode 20 1,395 tok
iLearn-Lab/EvoHarness EvoHarness delivers terminal-native agent infrastructure: tools, commands, skills, agents, 58 Claude Code 30 319 tok
Tyuts/xiaobai-skills Beginner-friendly Codex skills starter pack and library curator 58 Codex, OpenCode 1 561 tok
DasDigitaleMomentum/opencode-processing-skills Skills, Agents and Tools for daily Work - espcially with GitHub as LLM Provider 58 Codex, OpenCode 1 2,225 tok
bladnman/planning_benchmark 58 Claude Code, Codex, Gemini CLI, OpenCode 3 583 tok
olafgeibig/knowledge-mcp A MCP server that is a locally running knowledge base with a hybrid vector and graph RAG e 58 Claude Code, Codex, OpenCode 2 1,515 tok
lktiep/cortex-hub hub.jackle.dev Self-hosted AI Agent Memory + Code Intelligence Platform — one MCP endpoint for persistent 58 Claude Code, Codex, Cursor, OpenCode 10 2,119 tok
spacehendrix/clauder > CLAUDER - a safer and supercharged Claude Code 58 Claude Code 9
dunialabs/peta-core peta.io The Control Plane for MCP — secure vault, managed runtime, audit trail, and policy-based a 58 Claude Code, Codex, Cursor, OpenCode 3 8,861 tok
Michael-Obele/shadcn-svelte-mcp tmcp MCP server for live shadcn-svelte docs, Bits UI API, and Lucide icons. 58 GitHub Copilot 1 2,130 tok
AaronZ345/codebase-argus aaronz345.github.io Multi-agent codebase review for PRs, CI, and downstream fork syncs. 58 Claude Code, Codex, OpenCode 2 79 tok
appsoftwareltd/vscode-agent-kanban marketplace.visualstudio.com VS Code extension kanban board for agentic AI workflows 58 Codex, OpenCode 1 727 tok
DenizOkcu/claude-code-ai-development-workflow Comprehensive slash commands for a complete software development lifecycle - from research 58 Claude Code 2 1,691 tok
cheolwanpark/snippets Automatically extracts, processes, and indexes code snippets from GitHub repositories into 58 Codex, OpenCode 1 564 tok
FlorianBruniaux/cc-copilot-bridge ccbridge.bruniaux.com Multi-provider routing for Claude Code CLI. Use your Copilot subscription, Ollama offline, 58 Claude Code 1 9,436 tok
atrawog/mcp-oauth-gateway atrawog.github.io An OAuth 2.1 Authorization Server that adds authentication to any MCP (Model Context Proto 58 Claude Code 1 9,210 tok
lee-to/ai-workspace AI Workspace - Give your AI agents memory that spans across projects. 58 Codex, OpenCode 1 1,489 tok
SUSTech-GenAI/awesome-researchclaw 🦞 A curated list of ResearchClaw ecosystem projects, AI research agents, autonomous paper 58 Codex, OpenCode 1 2,728 tok
abeyuya/actions-mention-to-slack Github Action for convert Github mention to Slack mention. 58 Claude Code 5
git-plm/parts Verifiable parts database and KiCad Libraries 58 Claude Code 2 1,750 tok
bidewio/better-openclaw 58 Claude Code, Codex 4
CarbeneAI/Talon Penetration Testing MCP for Claude Code. AI-assisted security testing with automated recon 58 Claude Code 1 479 tok