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
pierreb-devkit/Vue weareopensource.me :computer: Vue - Boilerplate Front : Vue 3, Pinia, Vuetify 3, JWT, Jest 20 Claude Code, Codex, GitHub Copilot, OpenCode 4 2,517 tok
sekachev/agentic_ai A practical course on Agentic AI, from LLM fundamentals to building autonomous agent syste 20 Codex, OpenCode 1 358 tok
SYZ-Coder/prd-spec-workspace Converts product requirements into documents that AI can understand (input supports images 20 Codex, OpenCode 1 1,712 tok
saturngod/Waing AI Agent ဝိုင်းတော်သားများ 20 Claude Code, Codex, OpenCode 2 1,710 tok
opensource-together/ost-linker opensource-together.com Linker : OST's recommender-system, AI powered. 20 Claude Code, Codex, OpenCode 2 2,141 tok
adrielp/ai-engineering-harness Provides a harness for various different AI agent for harness context engineering 20 Claude Code, Codex, OpenCode 2 2,852 tok
mdrideout/junjo python-api.junjo.ai An AI graph workflow library for building dynamic LLM driven workflows 20 Claude Code, Codex, OpenCode 9 1,838 tok
gaixianggeng/codex-skills Codex skill for initializing a project workspace from the current session and creating a G 20 Codex, OpenCode 1 354 tok
DevCycleHQ/cli docs.devcycle.com DevCycle - CLI 20 Codex, OpenCode 1 1,305 tok
tower/agentic-data-engineering Repository with a skills boilerplate for agentic data engineering workflows 20 Claude Code, Codex, OpenCode 5 1,154 tok
respeak-io/episko A lightweight app for claude code cli agent organization in Rust 20 Claude Code, Codex, OpenCode 2 21,806 tok
GGPrompts/TFE 20 Claude Code, Codex, OpenCode 16 4,666 tok
NiobiumInc/niobium-client Open-source FHE client and toolchain. Build fully homomorphic encryption applications with 20 Claude Code, Codex, OpenCode 2 1,892 tok
bezhai/chiwei-platform 20 Claude Code, Codex, OpenCode 9 5,671 tok
BalajSaleem/criterion criterion.life Quran based intelligence 20 Codex, GitHub Copilot, OpenCode 2 408 tok
hxyulin/hadris hxyulin.github.io The Rust storage stack: pure Rust libraries and tools for filesystems, block devices, part 20 Claude Code, Codex, OpenCode 2 298 tok
hamanpaul/serialwrap UART console tool for AI. 20 Claude Code, Codex, GitHub Copilot, Gemini CLI, OpenCode 12 8,134 tok
noricha-vr/WebScreen 20 Claude Code, Codex, OpenCode 2 2,052 tok
newstler/template Lightweight AI-Native Rails Template with all required SaaS features 20 Claude Code, Codex, OpenCode 3 9,984 tok
GerritCodeReview/gerrit-mcp-server gerrit.googlesource.com null - (mirror of https://gerrit.googlesource.com/./gerrit-mcp-server) 20 Claude Code, Codex, OpenCode 2 1,818 tok
YosAwed/MPX68K MPX68K: Sharp X68000 emulator for macOS (Apple Silicon and Intel Mac). SpriteKit UI, GameC 20 Claude Code, Codex, OpenCode 2 1,924 tok
charliesbot/one A beautifully designed fasting tracker with full Wear OS support. 20 Claude Code, Codex, Gemini CLI, OpenCode 3 1,076 tok
scottgal/mostlylucidweb mostlylucid.net The mad scientists lab for the mostlylucid site with engineering experiements, tag helpers 20 Claude Code, Codex, OpenCode 2 3,116 tok
ankit-thawal47/overwatch 20 Claude Code, Codex, OpenCode 2 1,849 tok
kaichen/mcp-local-router An MCP (Model Context Protocol) local router that serves as an aggregation proxy for MCP s 20 Claude Code, Codex, OpenCode 2 630 tok
marianfoo/local-llm-client-for-sap-consultants-librechat This is fork of LibreChat to showcase the usage with MCP Server for SAP Data 20 Claude Code, Codex, OpenCode 2 1,742 tok
zish-rob-crur/nucleus-apple-mcp A macOS Model Context Protocol (MCP) server that acts as the central nervous system for yo 20 Claude Code, Codex, OpenCode 26 631 tok
bkuri/jesse-mcp Jesse trading framework MCP server for LLM agents 20 Claude Code, Codex, OpenCode 5 1,809 tok
andrelandgraf/fullstackrecipes fullstackrecipes.com A Shadcn registry and collection of production-ready patterns and step-by-step guides (rec 20 Claude Code, Codex, OpenCode 2 1,126 tok
AllDmeat/kaiten-mcp 20 Claude Code, Codex, OpenCode 11 115 tok
ipdelete/mcp-code-execution Python implementation of the code execution pattern for Model Context Protocol (MCP) 20 Claude Code, Codex, OpenCode 5 1,014 tok
dannyhw/react-native-storybook-tools 20 Claude Code, Codex, OpenCode 2 493 tok
amkessler/nicar2026_skills_in_codex_claude Materials for NICAR 2026 session on using "skills" to aid in more reliable, reproducible a 20 Claude Code, Codex, OpenCode 8 3,311 tok
savannah-i-g/nanotracker-api-sdk Drive a live nanoTracker session (https://federatedindustrial.com/tracker) from any AI cod 20 Claude Code, Codex, GitHub Copilot, OpenCode 10 3,370 tok
wangweiwei/auto-cr auto-cr: a lightning-fast SWC-powered code review toolkit—CLI + extensible rule SDK—to sur 20 Codex, OpenCode 1 769 tok
AndreaBozzo/dataprof andreabozzo.github.io High-performance data profiling & quality assessment for CSV, JSON, Parquet, pandas, polar 20 Claude Code, Codex, OpenCode 4 1,314 tok
dingshuxin353/acp Agent Communication Protocol - a message format standard for efficient communication betwe 20 Claude Code, Codex, OpenCode 2 1,652 tok
zby/llm-do "Extend with llm, stabilise with code" - Prompts when you're exploring, Python when you're 20 Claude Code, Codex, OpenCode 10 1,562 tok
DailybotHQ/deepworkplan-skill deepworkplan.com Turn any repo AI-first and run resumable, multi-hour Deep Work Plans. An installable agent 20 Claude Code, Codex, OpenCode 2 7,570 tok
pierreb-devkit/Node weareopensource.me :computer: Node - Boilerplate Back : Express, Jwt, Mongo, Sequelize 20 Claude Code, Codex, GitHub Copilot, OpenCode 4 2,293 tok
Rockielab/rockie-codex Autonomous AI research harness for OpenAI Codex CLI. Sibling to rockie-claude (Claude Code 20 Codex, OpenCode 1 905 tok
dirien/yet-another-agent-harness dirien.github.io A Go agent harness for Claude Code — runtime hooks, MCP server, session tracking, middlewa 20 Claude Code, Codex, Gemini CLI, OpenCode 71 2,374 tok
Quinoto-Tech/QuinotoSpec QuinotoSpec: Framework de Desarrollo Agéntico Guiado por IA. Metodología "Proposal-First" 20 Codex, OpenCode 1 3,529 tok
jonathanbossenger/concilium A web based, local or public, multi-agent orchestration dashboard. Your council of agents. 20 Claude Code, Codex, OpenCode 2 2,711 tok
thirawat27/Ruvyxa npmjs.com Ruvyxa is a production-minded web framework built around clarity, speed, and control. It k 20 Claude Code, Codex, OpenCode 2 15,806 tok
linux-root/scala-zio-skills ZIO Scala coding rules, anti-patterns, and decision guides — installable as a Claude Code 20 Claude Code, OpenCode 1
lisitan/writing-team-workbench 20 Claude Code, Codex, OpenCode 15 3,299 tok
numman-ali/editorzero Open-source, self-hostable AI-native docs platform. Humans and AI agents as peer co-editor 20 Claude Code, Codex, OpenCode 2 4,366 tok
barseghyanartur/fake.py pypi.org Minimalistic, standalone alternative fake data generator with no dependencies 20 Claude Code, Codex, OpenCode 2 3,382 tok
AndyUneducated/alchemy 20 Codex, OpenCode 1 138 tok