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 Code31,984 Codex23,196 OpenCode22,145 GitHub Copilot3,551 Gemini CLI1,917 Cursor1,736 Windsurf133 Kiro79

Project Stars Configures Files Always loaded
ulpi-io/autonomous-engineering ulpi-io.github.io Autonomous software delivery for AI agents. 18 skills that turn the lifecycle into bounded 3 Claude Code, Codex, OpenCode 2 5,042 tok
DaRabus/prompt-tracker PromptVault: A self-hosted, local-first dashboard that watches your AI CLI history files ( 3 Claude Code, Codex, GitHub Copilot, Gemini CLI, OpenCode 5 5,774 tok
houseunlimited/hinge-auto Automate Hinge interactions using a stitched-vision and LLM-judge loop for hands-free prof 3 Claude Code, Codex, OpenCode 2 3,570 tok
OKHP3/skillz Agent Skills (SKILL.md) by OverKill Hill for Claude, OpenClaw, and Codex. BPMN-aware Merma 3 Claude Code, Codex, OpenCode 2 8,767 tok
arcjet/skills Skills to make your AI coding agent an Arcjet security expert. 3 Codex, OpenCode 1 688 tok
milisp/keke-agent Lightweight coding agent harness built in Rust for zero vendor lock-in. 7 MB, BYOK, Suppor 3 Claude Code, Codex, OpenCode 2 1,296 tok
ooooooooooooooooooop/agent-tools Agent skills repository 3 Codex, OpenCode 1 1,344 tok
DynamoDS/skills dynamods.github.io Dynamo Shared Skills 3 Claude Code, Codex, OpenCode 2 427 tok
toverux/cantrips 🤖 Curated agent skills for AI agents — one coherent engineering loop that compounds: gril 3 Claude Code, Codex, OpenCode 2 3,106 tok
yuyou-dev/Ikea-model-collector Codex-first Agent Skill for verified, local-only IKEA GLB research collections; no IKEA mo 3 Codex, OpenCode 1 333 tok
NanookAI/worldbank-api Agent Skill that teaches AI agents to fetch GDP, population, inflation, and ~30,000 other 3 Claude Code, Codex, OpenCode 2 1,288 tok
iannuttall/png2svg Agent-guided PNG to SVG reconstruction for logos and icons. Clean geometry and gradients, 3 Claude Code, Codex, OpenCode 2 983 tok
chenzhiyong1994/career-os chenzhiyong1994.github.io Evidence-first Codex Agent Skills for JD analysis, truthful resume tailoring, A4 delivery, 3 Codex, OpenCode 1 794 tok
metagit-ai/metagit-cli metagit-ai.github.io Situational awareness across Git repositories. 3 Codex, GitHub Copilot, Cursor, OpenCode 3 2,982 tok
axelfreeman/axelfreeman axelfreeman.com Marketing Engineer — AI agents, automation & AEO for marketing. Building TAPAC, GymCam, Re 3 Codex, OpenCode 1 317 tok
tomevault-io/companyos tomevault.io A complete, opinionated, fork-friendly operating system for an AI-instructed company. Thre 3 Claude Code, Codex, OpenCode 2 1,049 tok
raydeveloperF/App-Store-Connect-release-kit A Claude Code and Codex plugin with Agent Skills for localized App Store Connect release w 3 Claude Code, Codex, OpenCode 2 622 tok
Shad0wMazt3r/The-Scaffolding Solve CTF challenges, find bugs, better accuracy. Plug and play with any agent. 3 Claude Code, Codex, OpenCode 2 1,137 tok
me-cedric/agent-compass Central agentic standards, guidelines, skills & bootstrap tooling for AI coding agents (Cl 3 Claude Code, Codex, GitHub Copilot, Gemini CLI, OpenCode 4 7,336 tok
Vladick-Pick/business-ontology Agent skill and reference runtime for maintaining a git-backed business ontology: source i 3 Claude Code, Codex, OpenCode 2 1,602 tok
spearchucker667/Skill-HQE HQE (/HQE) is a portable, production-grade agent skill that equips AI coding agents with t 3 Codex, OpenCode 1 2,503 tok
cagdasyurekli/codex-agy-worker cagdasyurekli.github.io Codex skill for delegating bounded coding work to Antigravity CLI (agy), then independentl 3 Codex, OpenCode 1 2,956 tok
MisterBrookT/finreportbench arxiv.org FinReportBench: an expert-grounded benchmark for institution-grade financial report genera 3 Codex, OpenCode 1 88 tok
truman-t3/industrial-design-portfolio-skill truman-t3.github.io Evidence-first industrial design portfolio Skill for Codex, Claude Code, Cursor, Gemini CL 3 Claude Code, Codex, Gemini CLI, OpenCode 3 7,821 tok
thiennc-tesoglobal/ios-skills 87 Agent Skills for complete Swift, SwiftUI, and Apple-platform app delivery. 3 Codex, OpenCode 1 2,761 tok
s977043/river-review river-review.the3396.com Turn reviews into organizational decision assets. Review Judgment as Code for AI-assisted 3 Claude Code, Codex, GitHub Copilot, Gemini CLI, OpenCode 10 9,528 tok
ChenDX404/CC-Pet An animated desktop pet for Claude Code with real-time status reactions, a VS Code extensi 3 Claude Code, Codex, OpenCode 2 10,096 tok
HarperZ9/forum harperz9.github.io Coordinate agent fleets: routing, quality checks, prose contracts, and a replayable hash-c 3 Claude Code, Codex, OpenCode 2 458 tok
JeanBaissari/llm-wiki-monorepo pypi.org A production-grade knowledge base operating system — AI agents compile raw sources into pe 3 Codex, OpenCode 1 4,500 tok
nick-choudhary/gmaps-scraper Google Maps scraper: async Python library, CLI & MCP server for business data (emails, pho 3 Claude Code, Codex, OpenCode 2 2,407 tok
Knuckles-Team/jellyfin-mcp Jellyfin MCP Server and A2A / AG-UI Agent 3 Claude Code, Codex, OpenCode 2 4,198 tok
Mearman/agent-permissions Cross-agent permission policy for AI coding agents. MCP sync daemon, CLI, codecs, and eval 3 Claude Code, Codex, OpenCode 2 4 tok
JonusNattapong/mcp-mt5 Institutional MetaTrader 5 (MT5) MCP Server — 67 Tools, ICT & SMC Models, Risk Credit Scor 3 Codex, OpenCode 1 2,234 tok
empir3hq/empir3-bridge empir3.com Local-first MCP bridge — orchestrate the AI CLIs you already pay for (Claude, Codex, Gemin 3 Claude Code, Codex, Gemini CLI, OpenCode 3 1,818 tok
logan-suu/Agora The digital town square where AI agents (PM/Architect/Coder/Tester) collaborate via group 3 Claude Code, Codex, OpenCode 29 15,983 tok
JSONbored/penpot-aio aethereal.dev Unraid CA AIO template and Docker image for Penpot, the open-source design and prototyping 3 Codex, OpenCode 1 390 tok
krishddd/llm-wiki pypi.org A self-healing local knowledge base where a local LLM compounds your documents across four 3 Claude Code, Codex, OpenCode 2 8,670 tok
nusabyte-my/jebat-core jebat.online JEBAT v8.2.1: sovereign AI workstation with a self-hosted WebUI, governed agents, persiste 3 Codex, OpenCode 1 413 tok
robcost/gameforge AI-powered game creation platform — learn how to build multi-agent pipelines with the Clau 3 Claude Code, Codex, OpenCode 2 1,289 tok
brandonkramer/trelly Trello CLI + MCP server with multi-profile auth. JSON output for scripts and AI agents. 3 Codex, OpenCode 1 1,084 tok
fmind/fkf fmind.github.io Local-first Go CLI that turns plain JSON and Markdown work history into reproducible conte 3 Claude Code, Codex, OpenCode 2 1,133 tok
csnyder256/org-memory-os csnyder256.github.io Build one shared, permission-aware, auditable AI memory for an entire organization. A vend 3 Codex, OpenCode 1 226 tok
sandraschi/glama-status-mcp Daily-refreshed Glama TDQS score tracker for your MCP fleet. Scrapes per-tool grades, SQLi 3 Codex, OpenCode 1 629 tok
0xNyk/oneclaw One claw. Infinite reach. — Single-binary AI assistant infrastructure in Rust. 22+ provide 3 Claude Code, Codex, OpenCode 2 2,384 tok
aj604/agentic-atlas-plugin agentic-atlas.dev Agentic Atlas — field-tested patterns for designing agent systems, readable by people and 3 Codex, OpenCode 1 909 tok
maxgfr/conforme Sync your AI coding config from Claude Code, Cursor, or any tool — rules, skills, agents, 3 Claude Code, Codex, GitHub Copilot, Gemini CLI, Kiro, OpenCode 9 19,952 tok
act-sdk/act-sdk-js act-sdk.dev 🚀 The fastest way to add MCP to Typescript apps. 3 Claude Code, Codex, OpenCode 55 209 tok
nickdesi/FFBB-MCP-Server ffbb.desimone.fr 🏀 Serveur MCP FFBB — Accédez aux données officielles de l'API FFBB (clubs, classements, c 3 Claude Code, Codex, GitHub Copilot, OpenCode 3 4,947 tok
aphrody-code/bxc aphrody-code.github.io Zero-Spawn browser engine for AI agents — Bun + Rust FFI. In-process DOM/Markdown, curl-im 3 Claude Code, Codex, Gemini CLI, OpenCode 17 7,882 tok
starcat-app/homebrew-starcat-cli starcat.ink Official Homebrew tap for the Starcat CLI and MCP server. 3 Codex, OpenCode 1 736 tok