How real projects configure their agents

23,733 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 agents8,505Claude Code6,886Git and workflow3,611Data and AI3,580Backend and APIs3,556Languages3,487Planning3,327Code review2,899Testing2,686Writing and docs2,480DevOps and cloud2,479Memory and context2,375Research2,323Frontend2,308Security2,172Project management1,965

All Claude Code32,517 Codex24,815 OpenCode23,733 GitHub Copilot3,719 Gemini CLI2,034 Cursor1,770 Windsurf202 Kiro114

Project Stars Configures Files Always loaded
SVappsLAB/iRacingTelemetrySDK svappslab.com An iRacing SDK for C# .NET. Offers easy access to real-time telemetry data from iRacing f 29 Claude Code, Codex, OpenCode 2 765 tok
syahiidkamil/vibe-ai-partner-entity An AI partner with true active memory. She keeps a diary in her own voice, digests her day 29 Claude Code, Codex, OpenCode 42 2,485 tok
galyarderlabs/galyarder-framework galyarderlabs.github.io Skills, commands, and integrations for AI coding agents. 29 Claude Code, Codex, Gemini CLI, OpenCode 3 2,380 tok
evylegzhanin/test-second-brain 29 Codex, OpenCode 1 1,837 tok
NickZaitsev/ru-normalizr pypi.org ru-normalizr — the best Russian text normalizer without LLMs. Converts numbers, dates, tim 29 Codex, OpenCode 1 1,649 tok
Kahtaf/OpenCandle opencandle.app AI-powered financial analysis agent: real-time market data, multi-analyst workflows, and p 29 Claude Code, Codex, OpenCode 13 1,590 tok
cmyyx/cep end.canmoe.com Endfield Planner—a toolkit for Arknights: Endfield, supporting module planning, character 29 Claude Code, Codex, OpenCode 2 4,556 tok
savethepolarbears/jules-mcp-server Production-ready Model Context Protocol (MCP) server for Google Jules API. Enables autonom 29 Claude Code, Codex, Gemini CLI, OpenCode 3 1,176 tok
Lzh-xbccz/hermes-finance A multi-market financial analysis framework for AI Agents: MCP + Skills dual entry points, 29 Claude Code, Codex, GitHub Copilot, Gemini CLI, OpenCode 4 1,649 tok
zensation-ai/zenbrain zensation.ai Agent memory for LLM agents: 7 neuroscience-inspired layers (working, episodic, semantic, 29 Codex, OpenCode 1 1,300 tok
navels/neal A plan-driven, multi-agent coding loop: separate planner, coder, and reviewer roles, each 29 Claude Code, Codex, OpenCode 2 997 tok
twaldin/harness Unified Python interface for invoking AI coding-agent CLIs (claude-code, opencode, codex, 29 Claude Code, Codex, OpenCode 2 2,120 tok
daidaiJ/websearch-mcpserver A lightweight self-hosted personal AI web search solution supporting baidu/tavily/exa APIs 29 Codex, OpenCode 1 12,647 tok
brcampidelli/chimera-agent Open-source AI agent that reasons by blending many AI models, does real work on its own, a 29 Codex, OpenCode 1 1,103 tok
koltyakov/browser-bridge 🤖 Browser Bridge for Agentic AI Development - browser extension, MCP, and skilled CLI 29 Codex, OpenCode 1 4,442 tok
burin-labs/harn harnlang.com Harn is a programming language and runtime for building AI agents. 29 Claude Code, Codex, OpenCode 13 4,497 tok
dennisadriaans/openrun getopenrun.dev Schedule Claude Code, Codex, Grok and Gemini like cron jobs — on your machine, with no API 29 Claude Code, Codex, GitHub Copilot, OpenCode 4 10,087 tok
daloyjs/daloy daloyjs.dev The first TypeScript REST API framework built for secure AI-assisted services. DaloyJS com 29 Codex, GitHub Copilot, OpenCode 2 4,865 tok
seite-sh/seite seite.sh AI-native static site generator — MCP server, Claude Code integration, sub-second Rust bui 29 Claude Code, Codex, OpenCode 3 8,855 tok
MiguelTVMS/tplink-omada-mcp hub.docker.com MCP server for TP-Link Omada Controller. Use your prefered AI agent to see all the informa 29 Claude Code, Codex, GitHub Copilot, OpenCode 4 4,435 tok
ArchSightLabs/archsight-aios Skills, workflows, and multi-agent toolkit for knowledge workers and AI R&D teams in the c 29 Claude Code, Codex, Gemini CLI, OpenCode 3 757 tok
3x-haust/Mimikyu A skill for faithfully implementing Figma designs 29 Claude Code, Codex, OpenCode 3 7,964 tok
akopichin/afm A control plane for AI workflows that need to finish. 29 Claude Code, Codex, OpenCode 3 2,346 tok
kostey/khms-memory Know-how management system - memory for agents 29 Claude Code, Codex, OpenCode 1 4,492 tok
benchristian88/atlas-dns Atlas DNS Controller 29 Codex, OpenCode 1 873 tok
chrisgliddon/bevy-skills Unofficial open source AI skills for Bevy, inspired by PixiJS Skills. These skills teach A 29 Claude Code, Codex, GitHub Copilot, OpenCode 3 3,078 tok
BBBEANNN/limbusZhCN Unofficial Android Chinese localization companion for Limbus Company, based on a VirtualAp 29 Codex, OpenCode 1 5,340 tok
lootlog/monorepo lootlog.pl Repository for Margonem MMORPG game addon. 29 Claude Code, Codex, OpenCode 22 4,188 tok
aiperceivable/apflow aiperceivable.com **AI-Perceivable Distributed Orchestration** apflow is a distributed task orchestration e 29 Claude Code, Codex, GitHub Copilot, OpenCode 3 2,661 tok
AnthonyAlcaraz/agentic-graph-rag-skills oreilly.com Companion repo for Agentic Graph RAG (O'Reilly, Anthony Alcaraz & Sam Julien) — 50 runnabl 29 Codex, OpenCode 1 1,137 tok
tandryukha/aidemo aidemo.top Your coding agent makes the demo video — a narrated, captioned MP4 from one storyboard.jso 29 Claude Code, Codex, OpenCode 10 3,363 tok
Weixi779/WICompress ImageIO-based Swift image compression with hard byte limits, metadata stripping, JPEG/PNG/ 29 Claude Code, Codex, OpenCode 2 1,341 tok
themoment-team/datagsm-server Gwangju Software Meister High School OpenAPI & OAuth platform 29 Claude Code, Codex, GitHub Copilot, OpenCode 24 2,606 tok
nuxeo/nuxeo-elements Nuxeo web components 29 Claude Code, Codex, GitHub Copilot, OpenCode 12 7,126 tok
lounge/tuify Spotify TUI - Spotify without the noise 29 Claude Code, Codex, OpenCode 2 2,232 tok
webjsdev/webjs webjs.dev WebJs is an AI-first full-stack JavaScript web components framework. You get production-re 28 Claude Code, Codex, OpenCode 18 33,507 tok
AI-Eden/eden-skills Deterministic & Blazing-Fast Skills Manager for AI Agents (Claude Code, Cursor, Codex & Mo 28 Codex, OpenCode 1 1,700 tok
Fioooooooo/FylloCode fyllocode.cc FylloCode is an open-source desktop application that connects local Coding Agents such as 28 Claude Code, Codex, OpenCode 8 1,008 tok
Ventuss-OvO/cc-costline Enhanced statusline for Claude Code — see your 7d/30d spend at a glance 28 Claude Code, Codex, OpenCode 2 2,622 tok
taurgis/sfcc-dev-mcp sfcc-mcp-dev.rhino-inquisitor.com Supercharge your Salesforce B2C Commerce Cloud development with AI-powered documentation a 28 Claude Code, Codex, GitHub Copilot, OpenCode 13 10,977 tok
outfitter-dev/blz blz.run Local-first, line-accurate search for blazing-fast lookups of llms.txt documentation. Huma 28 Claude Code, Codex, OpenCode 14 1,618 tok
holon-run/webmcp-bridge webmcp-bridge.holon.run Bridge local MCP clients to browser WebMCP tools through Playwright, using native WebMCP w 28 Codex, OpenCode 1 614 tok
anthony-maio/mnemos mnemos.making-minds.ai Biomimetic memory architectures for LLMs — surprisal gating, reconsolidation, affective ro 28 Claude Code, Codex, OpenCode 2 1,144 tok
ProfSynapse/Synaptic-Tuner 28 Claude Code, Codex, OpenCode 14 8,293 tok
jmanhype/claude-code-plugin-marketplace Multi-agent trading, swarm intelligence, and GitHub automation plugins for Claude Code. 19 28 Claude Code, Codex, OpenCode 2 1,097 tok
tdwhere123/do-it Installable AI coding workflow for risk-based routing, scoped sub-agents, and evidence-bac 28 Codex, OpenCode 1 897 tok
react-native-community/skills skills.sh Agent skills for the React Native Community 28 Codex, OpenCode 1 213 tok
manusa/ai-cli ai-cli lets you go from zero to AI-powered in seconds in a safe, automated and tailored wa 28 Claude Code, Codex, GitHub Copilot, OpenCode 3 1,248 tok
rayw-lab/english-immersion-reader rayw-lab.github.io Turn any English article or YouTube transcript into an offline deep-reading lesson page — 28 Codex, OpenCode 1 1,191 tok
arbazkhan971/godmode Autonomous AI coding agent — 126 skills, 7 subagents, 5 platforms. Iterative optimization 28 Codex, Gemini CLI, OpenCode 2 8,946 tok