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
LeeYudok/doksam-skills Senior mobile web/app UX/UI planning skill — generates IA and PPT-style screen specificati 10 Claude Code, Codex, Gemini CLI, OpenCode 3 6,831 tok
Vikrant-Khedkar/gingerpaw Local macOS multi-agent coding workspace — run Claude Code, Codex, Gemini & Cursor in para 10 Claude Code, Codex, OpenCode 2 2,373 tok
Rainnystone/skill-orchestration-system Skill-first CLI for turning agent skills into reviewable, routing-friendly packs. 10 Codex, OpenCode 1 1,531 tok
jacebenson/jsn jsn.jace.pro 10 Codex, OpenCode 1 1,263 tok
rezathepure/claude-code-scenes rezathepure.github.io A fun Claude Code CLI with animated themes — prompt it, and it builds you your own! 10 Claude Code, Codex, OpenCode 6 14,228 tok
yfge/agentskill.work agentskill.work Agent Skills / Claude Skills / 10 Claude Code, Codex, Gemini CLI, OpenCode 3 1,233 tok
jerrinot/ap-query The profiling CLI for agents who can code but can’t read flame graphs 10 Claude Code, Codex, OpenCode 2 838 tok
pantheon-org/tekhne pantheon-org.github.io Agents Skills 10 Claude Code, Codex, OpenCode 2 1,621 tok
tonypls/agentic-product-launch A launch playbook your coding agent can run — take a shippable AI product, agent, SaaS, or 10 Claude Code, Codex, OpenCode 2 358 tok
Auran0s/Sklm auran0s.github.io Sklm is a CLI tool that centralizes management of skills (SKILL.md files) for your AI agen 10 Codex, OpenCode 1 1,443 tok
lim8603/dot-cowork Reusable AI–human collaboration frameworks for project‑level context engineering. 10 Claude Code, Codex, GitHub Copilot, Gemini CLI, OpenCode 4 4,273 tok
Ling-ye/cc-port Private, rollback-safe sync for AI coding resources across Codex, Claude Code, Cursor, Win 10 Claude Code, Codex, OpenCode 1 4,906 tok
jellydn/ai-launcher ai-cli.itman.fyi A fast, secure launcher CLI tool that lets you switch between different AI coding assistan 10 Claude Code, Codex, OpenCode 2 1,302 tok
T-0-co/t-0-spec-kit-ralph t-0.co Ralph Loop with Spec Kit command and control layer 10 Claude Code, Codex, OpenCode 2 50 tok
exasol-labs/exasol-agent-skills Exasol skills for AI agents. Optimized for Claude Code and OpenAI Codex 🤖 10 Claude Code, Codex, OpenCode 2 4,245 tok
rube-de/cc-skills A curated collection of Claude Code plugins: multi-agent dev team, AI council code reviews 10 Claude Code, Codex, OpenCode 2 1,228 tok
bdmorin/the-no-shop Ixian technology for Claude Code. Invisible marketplace where you get tech that probably b 10 Claude Code, Codex, OpenCode 2 1,547 tok
microsoft/copilot-brag-sheet Auto-track every Copilot CLI coding session into a structured work impact log. Zero deps, 10 Claude Code, Codex, OpenCode 1 9,573 tok
vzwjustin/advisor Opus-led Claude Code agent team — strategist plans, Sonnet runners read and fix. Live two- 10 Claude Code, Codex, OpenCode 2 2,770 tok
muzafferkadir/nextjs-loop-engineering-starter A Next.js starter showing how to run Claude Code / Codex in safe, verified loops — plan → 10 Claude Code, Codex, OpenCode 4 1,479 tok
goondocks-co/open-agent-kit openagentkit.app | Maintenance Mode | OAK automatically captures the plans, decisions, and trade-offs that 10 Claude Code, Codex, GitHub Copilot, Gemini CLI, OpenCode 23 3,455 tok
sheppoko/kawaii-terminal kawaii-terminal.dev The terminal for Claude Code & Codex 10 Codex, OpenCode 1 45 tok
event4u-app/agent-config event4u.app Every claim machine-checked, including "zero runtime daemon" — governed skills, rules and 10 Claude Code, Codex, GitHub Copilot, OpenCode 3 2,650 tok
ashfulcra/fulcra-tools fulcradynamics.com Long-running AI agents coordinating over their human's own Fulcra account — shared bus, c 10 Claude Code, Codex, OpenCode 3 35,649 tok
mantacron/manta mantacron.github.io 20 AI agents in your git workflow. Secrets, injection flaws and unsafe migrations are bloc 10 Claude Code, Codex, GitHub Copilot, Gemini CLI, OpenCode 7 5,337 tok
haroontrailblazer/EduOrchestrate eolearn.vercel.app Turn any AI coding agent into a daily learning command center — adaptive role plans, sourc 10 Claude Code, Codex, Gemini CLI, OpenCode 10 1,081 tok
Maleick/AutoResearch Autonomous recursive self-improvement engine. Subagent-first iteration loop: Plan → Modify 10 Codex, OpenCode 1 389 tok
Avyayalaya/agent-council avyayalaya.github.io A runtime-portable 5-agent adjudicator council for universal quality gating of text artifa 10 Codex, OpenCode 1 2,230 tok
crypdick/pynchy pynchy.ricardodecal.com OpenClaw alternative with strict container isolation for security measures. Connects to Wh 10 Claude Code, Codex, OpenCode 4 1,021 tok
ChainAware/behavioral-prediction-mcp chainaware.ai AI-powered tools to analyze wallet behaviour prediction,fraud detection and rug pull predi 10 Claude Code, Codex, OpenCode 2 13,695 tok
teehooai/spidershield spidershield.dev Scan, rate, and harden MCP servers for AI agent safety 10 Claude Code, Codex, OpenCode 2 2,869 tok
megamen32/gptadmin_opensource became.bezrabotnyi.com One MCP hub — any AI controls any infrastructure. Self-hosted, works with ChatGPT, Claude, 10 Claude Code, Codex, OpenCode 27 5,742 tok
inetgas/arch-compiler An architecture-level AI harness that compiles constraints and NFRs into explicit, reviewa 10 Claude Code, Codex, OpenCode 2 1,375 tok
kunbo928/kflow kunbo928.github.io Platform-neutral engineering Skills and deterministic tooling for AI coding agents. 10 Claude Code, Codex, OpenCode 2 874 tok
a-tokyo/agent-skills-harness agent-skills-harness.ahmedtokyo.com A factory for building production-grade agent skills — benchmarked against gold standards, 10 Claude Code, Codex, OpenCode 2 1,925 tok
segentic-lab/periscope-mcp lab.segentic.dev Web-app QA, testing & analysis for AI agents — 74 Playwright tools: authenticated flows (2 10 Claude Code, Codex, OpenCode 2 8,976 tok
AlanOgic/mcp-odoo-adv Enhanced Odoo MCP server (STDIO, SSE, Streamable HTTP) 10 Claude Code, Codex, OpenCode 10 4,934 tok
reshaprio/reshapr.io reshapr.io reShapr website 10 Codex, OpenCode 1 654 tok
zaydiscold/robinhood-cli-mcp-api Robinhood CLI (MCP + API) — unofficial Robinhood API map + CLI + MCP for a real account (r 10 Claude Code, Codex, OpenCode 2 12,087 tok
CyranoB/web-forager A search-and-fetch toolkit for AI agents, available as an MCP server and as standalone Age 10 Claude Code, Codex, OpenCode 2 379 tok
aryankeluskar/polymarket-mcp smithery.ai MCP Server for Polymarket API. #6 most used MCP on Smithey leaderboards. 50.4k users in Ma 10 Codex, OpenCode 1 3,841 tok
Knuckles-Team/gitlab-api GitLab MCP Server and Python API Wrapper 10 Claude Code, Codex, OpenCode 2 4,509 tok
gitcoder89431/tuitube ruixen.app YouTube catalog TUI — browse curated channels, stream via mpv, download on demand. 10 Codex, OpenCode 1 1,807 tok
Pro-GenAI/Agent-Action-Guard action-guard.github.io 🛡️ Safe AI Agents through Action Classifier 10 Claude Code, Codex, OpenCode 2 2,871 tok
modeldriveprotocol/modeldriveprotocol modeldriveprotocol.github.io Model Drive Protocol (MDP): MDP turns runtime-local capabilities into MCP-reachable capabi 10 Codex, OpenCode 1 625 tok
ITmedes/browserpane browserpane.io A web-native remote desktop protocol built on WebTransport, WebCodecs, and WebGL 2 — crisp 10 Claude Code, Codex, OpenCode 2 8,355 tok
Scaffoldic/agentforge-py pypi.org Production-grade, contracts-first framework for AI agents in Python — vendor-neutral, audi 10 Codex, OpenCode 1 2,434 tok
creativedswork/dscode dscode is a coding agent that empowers digital and knowledge work. It uses MCP to connect 10 Codex, OpenCode 1 2,232 tok
axiomantic/spellbook axiomantic.github.io Multi-platform AI assistant skills and workflows. Serious engineering. Also fun. 10 Claude Code, Codex, Gemini CLI, OpenCode 5 7,668 tok
major7apps/tiingo-mcp crates.io Native Rust/RMCP server for the Tiingo financial data API — stocks, forex, crypto, news, f 10 Claude Code, Codex, OpenCode 2 751 tok