How real projects configure their agents

43,652 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 agents7,588Claude Code6,636Data and AI3,676Backend and APIs3,496Languages3,402Planning3,219Git and workflow3,187Code review2,745Testing2,374Memory and context2,364DevOps and cloud2,310Writing and docs2,309Research2,295Frontend2,261Security2,021Productivity1,715

All Claude Code31,998 Codex23,222 OpenCode22,170 GitHub Copilot3,550 Gemini CLI1,918 Cursor1,738 Windsurf137 Kiro80

Project Stars Configures Files Always loaded
datenoio/internacia-db datenoio.github.io Public registry of the intergovernmental organizations, country groups and countries. Avai 12 Claude Code, Codex, GitHub Copilot, OpenCode 3 1,926 tok
ellierocks/lsw1-decomp A work-in-progress decompilation of LEGO Star Wars: The Video Game for the Nintendo GameCu 12 Claude Code, Codex, OpenCode 2 1,920 tok
OHHHHHHei/TAAC2026 12 Codex, OpenCode 1 1,726 tok
Alkiri-dAraion/KSODI-Public KSODI — structured, non-normative observation of interaction dynamics between distinguisha 12 Codex, OpenCode 1 7,323 tok
LeoKemp223/em_rag A lightweight local RAG for embedded developers based on the standard MCP protocol. It int 12 Claude Code, Codex, Gemini CLI, OpenCode 3 1,167 tok
bacpop/sparrowhawk sparrowhawk.bacpop.org In-browser tools for bacterial genome analysis 🦅 12 Codex, OpenCode 1 4,077 tok
yilecoding/fastapi-react-admin fra.wubunan.com FastAPI + React 19 + shadcn/ui admin platform foundation — permissions down to buttons and 12 Claude Code 1 7,625 tok
ammnt/angie ammnt.fun Distroless Angie with HTTP/3, QUIC, ECH and PQC support🚀 12 Codex, OpenCode 1 1,444 tok
xD4O/memento An Agentic Multimodal AI Journal with Persistent Memory and Retrieval-Grounded Interaction 12 Codex, OpenCode 1 1,453 tok
Soneso/kmp-stellar-sdk The Kotlin Multiplatform Stellar SDK provides APIs to build transactions and connect to Ho 12 Claude Code 1 10,254 tok
habib256/pom1 🍎 POM1 — Apple 1 Emulator + SDK 12 Claude Code 1 11,120 tok
francurieses/claudia-5gc From-scratch 5G Core Standalone (3GPP Rel-17) — NRF, AMF, SMF, UPF, PCF, UDM, AUSF, NSSF, 12 Claude Code, Codex, OpenCode 2 12,323 tok
aecs4u/rcompare rcompare.aecs4u.com A high-performance, open-source file and directory comparison utility written in Rust. Com 12 Claude Code 1 130 tok
jerpint/woltspace woltspace.com gnaw, build, repeat 🦫 12 Claude Code 1 6,413 tok
loganhc-09/task-tinder Metacognition-forcing task triage. Swipe through tasks, sprint through what you accept, ca 12 Claude Code 1 410 tok
databricks-solutions/genie-code-skills-demo databricks.com Example Genie Code skills, custom instructions, and MCP setup for enforcing enterprise dat 12 Codex, OpenCode 1 599 tok
bisonbet/BisonNotes-AI BisonNotes AI is an app that will record audio, create transcripts of the audio and summar 12 Claude Code, Codex, OpenCode 2 5,282 tok
Darkzarich/Smiler Smiler is my own MEVN (MongoDB, Express, Vue.js, Node.js) site similar to reddit.com or 9g 12 Codex, OpenCode 1 4,091 tok
reboulip/rblclass RBLclass - Outlook PST files management 12 Claude Code 8 5,322 tok
Buyukcaglar/DOSBoxPureStandalone 12 Codex, OpenCode 1 3,007 tok
yurilopes/Copilot-Tools-Gateway 12 Codex, OpenCode 1 1,245 tok
YetheSamartaka-Foxy/Foxy Foxy 12 Claude Code, Codex, OpenCode 3 2,784 tok
RezaParsian/RpCli A command-line interface tool that leverages AI to help with Git commit message generation 12 Codex, OpenCode 1 1,212 tok
James19890801/feishu-codex-digital-employee Feishu real-person identity digital employee: user message polling, WebSocket-assisted lis 12 Codex, OpenCode 1 840 tok
samr037/iohc-flipper Flipper Zero FAP for io-homecontrol (Velux + Somfy). 868 MHz sniff/pair/control with per-s 12 Claude Code 1 2,512 tok
sarviinageelen/polymarket-sports-analysis Analytics for Polymarket sports prediction markets. Tracks P&L, generates leaderboards, an 12 Claude Code 1 1,782 tok
samagra14/mediagateway The unified interface for video generation models 12 Claude Code 1 2,210 tok
Ecro/embedeval LLM benchmark for embedded firmware development 12 Claude Code 8 5,344 tok
open-pgx/openpgx openpgx.ai The open standard for AI-readable pharmacogenomics. MCP Server for personalized drug-gene 12 Cursor 1
Naptila/recaf-mcp An MCP server for headless Recaf analysis, decompilation, search, bytecode patching, and J 12 Codex, OpenCode 1 887 tok
tha23rd/recaf-mcp MCP server plugin for Recaf — enabling AI agents to perform Java reverse engineering 12 Claude Code, Codex, OpenCode 2 1,137 tok
omercagatay/bddk-mcp MCP server for BDDK (Turkish Banking Regulation) decisions and regulations 12 Claude Code 5 1,842 tok
QYmag1c/ida-pro-mcp-multi 12 Claude Code 1 2,766 tok
leorosignoli/jira-zephyr-mcp MCP for integrating with Jira's zephyr. 12 Claude Code, Gemini CLI 2 738 tok
jakekeeys/frigate-mcp 12 Claude Code 1 1,151 tok
cuevaio/normal normal.fast Cool WhatsApp MCP 12 Claude Code, Codex, Cursor, OpenCode 3 1,842 tok
bomly-dev/bomly-cli bomly.dev Free, open-source CLI for dependency intelligence, SBOMs, vulnerability auditing, and CI p 12 Claude Code, Codex, GitHub Copilot, OpenCode 3 18,671 tok
vcqr/ashell A lightweight, attractive AI-powered cross-platform SSH client supporting SFTP, port forwa 12 Codex, OpenCode 1 156 tok
SKZL-AI/boris-cherny-claude-code-playbook skzl-ai.github.io 132 Claude Code tips from Boris Cherny (Head of Claude Code, Anthropic) — curated, German- 12 Claude Code 1 1,198 tok
amondnet/yoonmoon A Claude Code plugin for Korean AI-written text polishing and detection — polishes AI-gene 12 Claude Code 1
2389-research/review-squad 2389-research.github.io Dispatch panels of specialized subagents to review projects — expert audits, first-impress 12 Claude Code 1 644 tok
liustack/vibemaster The lighter, stronger Superpowers alternative: four skills, one working loop. Shape it, co 12 Claude Code, Codex, OpenCode 2 989 tok
JhostinAleck/brightspace-mcp MCP server for D2L Brightspace with multi-strategy authentication (TOTP, OAuth, browser, e 12 Codex, OpenCode 1 1,563 tok
dropdevrahul/campy Animated ASCII terminal pets for CLI coding agents — Claude Code, OpenCode, Pi, Gemini CLI 12 Claude Code, Codex, OpenCode 2 3,795 tok
cdeust/ai-prd-generator AI-powered PRD generator with multi-LLM verification. Plugin for Claude Code & Cowork. 12 Claude Code 1 685 tok
EvolveHQ/docflow evolvehq.github.io ADR-driven documentation workflow for the Claude Code and pi coding agents: scaffold and m 12 Claude Code, Codex, OpenCode 2 1,880 tok
JackBhanded/claude-meter Windows taskbar widget for live Claude usage tracking. Per-model breakdown, reset countdow 12 Claude Code 1 651 tok
biedongbin/dsh-claude-compat DSH plugin: bridge Claude Code's .claude/ directory (skills, commands, rules) into DeepSee 12 Claude Code 1
airtaxi/LidGuard nuget.org Keep the agent awake, even when the lid closes. 12 Claude Code, Codex, GitHub Copilot, OpenCode 13 728 tok
Mallikarjun-Roddannavar/playwright-agentic-automation Playwright + TypeScript agentic automation framework with a local LLM Wiki/codebase second 12 Codex, OpenCode 1 1,660 tok