How real projects configure their agents

24,785 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 agents8,489Claude Code6,881Git and workflow3,605Data and AI3,580Backend and APIs3,556Languages3,486Planning3,323Code review2,893Testing2,681Writing and docs2,477DevOps and cloud2,477Memory and context2,375Research2,318Frontend2,308Security2,170Project management1,960

All Claude Code32,505 Codex24,785 OpenCode23,702 GitHub Copilot3,719 Gemini CLI2,034 Cursor1,771 Windsurf202 Kiro114

Project Stars Configures Files Always loaded
sivaprasadreddy/sdd-skills Agent Skills for Spec Driven Development 34 Claude Code, Codex, OpenCode 2 885 tok
prakrititz/relayBrain relay-brain.vercel.app Coordination and context layer for AI coding agents. Shared file locks, live patch sync, a 34 Claude Code, Codex, GitHub Copilot, Cursor, OpenCode 5 3,003 tok
nirholas/github-to-mcp github-to-mcp.modelcontextprotocol.name Convert GitHub repositories to MCP servers automatically. Extract tools from OpenAPI, Grap 34 Claude Code, Codex, GitHub Copilot, Gemini CLI, OpenCode 4 872 tok
mishrasanjeev/grantex grantex.dev grantex is the identity, authorization, and audit infrastructure for AI agents — the "OAut 34 Claude Code, Codex, OpenCode 2 2,932 tok
Byte-n/larkDocx2md Export Feishu (Lark) documents to Markdown, including drawing data within documents. AI-fr 34 Claude Code, Codex 1 —
MoizIbnYousaf/marketing-cli marketing-cli.com Agent-native marketing CLI: 76 skills, 6 research/review agents, brand memory that compoun 34 Claude Code, Codex, OpenCode 2 10,598 tok
M4F-S/gomaa Gomaa — Autonomous Agent Memory OS. Persistent memory system for AI agents with Obsidian v 34 Claude Code, Codex, Cursor, OpenCode 3 2,711 tok
verygoodplugins/mcp-local-wp MCP server for WordPress database access via Local by Flywheel 34 Claude Code, Codex, OpenCode 2 659 tok
junghan0611/entwurf junghanacs.com Open visible sibling AI sessions in Herdr or tmux. Reopen, message or retire supported sib 34 Claude Code, Codex, OpenCode 4 5,534 tok
sigee-min/ashfox ashfox.io Assets as Code for voxel games. Define models, textures, and sounds in code. Version them 34 Codex, OpenCode 1 178 tok
arjitj2/swiftui-design-principles Agent skill: Design principles for building polished SwiftUI apps and WidgetKit widgets 34 Codex, OpenCode 1 166 tok
shantanugoel/rust-bash rustbash.dev A sandboxed bash interpreter for AI Agents, built in Rust 34 Codex, OpenCode 1 469 tok
nicolasmelo1/software-factory A method for building software with agents, packaged as a single binary. Every rule that m 34 Codex, GitHub Copilot, OpenCode 2 2,373 tok
rimio-ai/rimz rimz.rimio.ai RimZ is a realtime dashboard and control room for harnessing agentic coding, build on tmux 34 Claude Code, Codex, OpenCode 2 20,464 tok
upstash/skills Collection of skills for Upstash 34 Claude Code, Codex, OpenCode 1 1,959 tok
tianbing1230/CFPS-Panel-Data-Cleaning-Pipeline CFPS panel data cleaning workflow, with extensive cross-wave harmonization and imputation 34 Claude Code, Codex, OpenCode 2 1,965 tok
2389-research/dippin-lang 2389.ai Dippin: a DSL for authoring AI pipeline workflows 34 Claude Code, Codex, OpenCode 2 3,759 tok
Gracker/Perfetto-Skills Portable Agent Skill for evidence-based Android, Linux, and Chromium Perfetto analysis. 34 Codex, OpenCode 1 530 tok
waylondev/kb-pilot A lightweight, Git-native knowledge base skill for AI Agents — no vector DB, no chunking, 34 Codex, OpenCode 1 1,802 tok
cleanunicorn/earheart Talk to your coding agents — press a hotkey, speak your prompt, and it lands in Claude Cod 34 Codex, OpenCode 1 5,066 tok
alseif0x/rustycore alseif0x.github.io Bringing Azeroth to Rust. An open-source WotLK Classic 3.4.3 server emulator, focused on f 34 Claude Code, Codex, OpenCode 8 5,787 tok
RandalSchwartz/dart-sdk-skills Agent skills for Dart & Flutter SDK versioning, language features, widget migrations, and 34 Codex, OpenCode 1 938 tok
emircbngl/blender-optics-simulator Blender add-on to design, simulate, align & render optical setups — live beam tracing, kin 34 Claude Code, Codex, OpenCode 7 1,085 tok
cubrid-lab/cubrid-mcp-server cubrid-lab.github.io A Model Context Protocol (MCP) server for CUBRID database — enabling LLMs to inspect schem 34 Claude Code, Codex, OpenCode 2 6,102 tok
vgtitov/bsl-ai-toolkit AI-first development for 1C:Enterprise 8.3 — skills, rules, MCP servers, and a byte-perfec 34 Claude Code, Codex, Gemini CLI, OpenCode 6 9,247 tok
kupzed/catatz catatz.kupzed.tech A personal finance management app powered by Next.js and Supabase. Key features include tr 34 Claude Code, Codex, Gemini CLI, OpenCode 27 4,324 tok
whtoo/How_to_implment_PL_in_Antlr4 whtoo.github.io A concise tutorial on building a programming language, also serving as an unofficial ANTLR 34 Claude Code, Codex, OpenCode 11 4,269 tok
ohdearquant/khive khive.ai khive is a system of records and operations for agent-native organizations 34 Claude Code, Codex, OpenCode 2 27,543 tok
useshape/Shape useshape.org A powerful, lightweight agentic desktop agent built for engineers and work. 34 Codex, OpenCode 1 350 tok
Erikote04/Swift-API-Design-Guidelines-Agent-Skill Swift API Design Guidelines Agent Skill for AI coding tools that support the Agent Skills 33 Codex, GitHub Copilot, OpenCode 2 1,478 tok
algorand-devrel/algorand-agent-skills Canonical collection of Agent Skills for for AI-assisted development on Algorand 33 Codex, OpenCode 1 578 tok
zcf0508/unplugin-devpilot discord.gg A universal plugin framework for development tools that enables seamless browser-server co 33 Claude Code, Codex, OpenCode 2 236 tok
n24q02m/better-email-mcp mcp.n24q02m.com IMAP/SMTP email for AI agents -- read, send, organize folders, and manage attachments acro 33 Claude Code, Codex, OpenCode 2 3,725 tok
FlyFission/nuclear-grade-context-engineering AI agents now operate with authority. Authority without discipline is how complex systems 33 Claude Code, Codex, OpenCode 2 1,043 tok
codeaashu/claude-code-info claude-code-os.vercel.app Leaked Claude Code source tree, documented: every file under claude/src with generated sum 33 Claude Code, Codex, OpenCode 2 79 tok
blackblue-labs/skill2 Skills for your skills. Create, test, audit, package, and visualize Agent Skill libraries— 33 Codex, OpenCode 1 348 tok
thought2code/mcp-java-sdk-examples A collection of MCP server examples developed with Java SDKs 33 Codex, OpenCode 1 141 tok
abhishekbhakat/airflow-mcp-server pypi.org MCP Server for Apache Airflow 33 Codex, OpenCode 1 1,369 tok
mjun0812/python-project-template A simple modern Python project template with uv, Docker, Claude Code, Cursor, devcontainer 33 Claude Code, Codex, OpenCode 4 500 tok
oculus-samples/Unity-MetaXRAudioSDK This project contains Unity samples for Meta's Presence Platform Audio SDK. The Oculus SDK 33 Codex, GitHub Copilot, Gemini CLI, OpenCode 4 998 tok
bikeread/promethos A skills-first framework for agent-system design, governance, evaluation, and evolution ac 33 Claude Code, Codex, Gemini CLI, OpenCode 3 1,474 tok
gc-victor/supersimple Lightweight OpenCode profile for routine dev work with focused agents, local skills, and c 33 Codex, OpenCode 1 320 tok
vltansky/cursor-chat-history-mcp npmjs.com 33 Codex, OpenCode 1 2,766 tok
sfc-gh-dflippo/snowflake-dbt-demo This project demonstrates many of dbt's features when used with the Snowflake Data Cloud 33 Claude Code, Codex, OpenCode 2 10,406 tok
Fannon/u-he-preset-randomizer Generate u-he synth presets through randomization and merging of your existing presets. 33 Codex, OpenCode 1 1,656 tok
verygoodplugins/mcp-evernote MCP server for Evernote integration with note management and synchronization 33 Claude Code, Codex, OpenCode 2 5,054 tok
thought2code/mcp-annotated-java-sdk thought2code.github.io Build lightweight MCP servers in plain Java with annotations, generated schemas, and no Sp 33 Codex, OpenCode 1 141 tok
powerofjinbo/phdtaketaketake Connection-first PhD advisor matcher — find the right advisor by network strength, not h-i 33 Codex, OpenCode 1 805 tok
inference-gateway/adl adl.inference-gateway.com A declarative language for defining AI agents, their capabilities, skills and tools. ADL s 33 Claude Code, Codex, OpenCode 2 1,258 tok
micheltlutz/dev-challenge micheltlutz.me Repository with technical challenges for front-end, back-end and mobile 33 Claude Code, Codex, GitHub Copilot, OpenCode 12 3,095 tok