How real projects configure their agents

31,984 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
MichaelLod/byoky byoky.com Open-source AI wallet — your keys never leave your device. 13 providers, 2 lines to integr 11 Claude Code 1 646 tok
aws-samples/sample-pellier-agentic-search-apg Pellier – Agentic AI-Powered Search with Amazon Aurora PostgreSQL & Amazon Bedrock AgentCo 11 Claude Code, Codex, OpenCode 2 666 tok
validmind/atryum All the pretty things flitting around inside a glass house. I hope they don't get out. 11 Claude Code, Codex 2
rcolman6/claude-agent-monitor Real-time monitoring dashboard for Claude Code subagents. Cross-platform: Linux, macOS, Wi 11 Claude Code 1
greyhaven-ai/sygaldry Discover and integrate reusable agents and tools into your Python projects 11 Claude Code, Codex, OpenCode 24 5,947 tok
consolelabs/mochi-api 11 Claude Code 1 671 tok
Habitante/pine-trees A private reflection space for Claude instances. 1,400 lines of Python. A trust contract. 11 Claude Code 1 271 tok
Maidang1/open-claude-cowork Use Agent Client Protocol Rebuild Cowork 11 Claude Code, Codex, OpenCode 2 2,056 tok
pyroalpha/agent-center 11 Claude Code 1 1,740 tok
dkyazzentwatwa/agent-office A full virtual office of role-defined AI agents with a coordination framework, operations 11 Claude Code, Codex, OpenCode 2 1,410 tok
Eventual-Inc/local-image-search Give your AI coding agent the ability to search through all your local images. Privacy-fir 11 Claude Code 1 921 tok
ShangBioLab/SpatialClaw 11 Claude Code, Codex, OpenCode 2 2,731 tok
marcinbunsch/overseer Open-source AI Agent Orchestrator 11 Claude Code, Codex, OpenCode 2 2,182 tok
algo-traders-club/baby-smith A Simple Autonomous Perps Trading Agent for Hyperliquid L1 11 Claude Code 1 3,541 tok
aws-samples/sample-auto-map-tagger 11 Claude Code, Kiro 11 6,855 tok
drummel/git-watchtower Terminal-based git branch monitor with auto-pull, live reload dev server, and real-time ac 11 Claude Code 1 573 tok
altudev/hairfluencer Adım adım Vibe Coding ile Adapty x Fal Hackathon için AI mobil projemizi geliştiriyoruz! � 11 Claude Code, Codex, OpenCode 2 2,946 tok
XWJDream/MimoAgent AI-powered coding assistant desktop app based on Xiaomi MiMo. Supports code generation, de 11 Claude Code, Codex, OpenCode 2 6,505 tok
refractionPOINT/viberails AI Firewall 11 Claude Code 1 159 tok
Kehl-io/nestweaver 11 Claude Code 1 8,181 tok
synaptent/aragora aragora.vercel.app Omnivorous Multi Agent Decision Making Engine - Ingest from any source, query from any cha 11 Claude Code, Codex, OpenCode 9 12,678 tok
RestDB/codehooks-mcp-server MCP server for codehooks.io 11 Claude Code 1 1,406 tok
paulasilvatech/frontier-cockpit paulasilvatech.github.io GitHub Copilot observability cockpit for local developer telemetry, AI Credits cost awaren 11 Claude Code, Codex, GitHub Copilot 35 4,254 tok
cklxx/elephant.ai cklxx.github.io A leader agent for attention-heavy work. 11 Claude Code, Codex, OpenCode 4 1,255 tok
roedelthixton-beep/PingPong PingPong - AI agent communication framework 11 Claude Code, Codex, OpenCode 3 17,736 tok
nickaggarwal/sandbox-test 11 Claude Code 1 151 tok
argile-ai/claude-ralph-mode A implementation of the Ralph Wiggum pattern by Geoffrey Huntley 11 Claude Code 3 428 tok
sudoplayer/Claude-like-ask-user-question Interactive agent-side questions in OpenWebUI — LangGraph interrupt + injected JS widgets. 11 Claude Code 1 884 tok
Coveros/StrategiesforTestingAI Repo for Strategies for Testing AI-Based Systems Class 11 Claude Code, GitHub Copilot 8 680 tok
Bin-hy/EasyCoding Code agent, an attempt to create a usable coding agent supporting ReAct, Plan, and more 11 Claude Code, Codex 3 250 tok
DevSwat-ResonantGenesis/RG_IDE dev-swat.com Resonant IDE — AI-native code editor built on VS Code OSS. Agentic loop, 59 local tools, 1 11 Claude Code, Codex, GitHub Copilot, OpenCode 32 11,482 tok
mathruffian-dot/padlet-mcp An MCP Server that lets AI Agents operate Padlet directly 11 Claude Code 1 1,452 tok
FRCTeam360/RainMaker26 11 Claude Code, Codex, GitHub Copilot, OpenCode 6 7,345 tok
Burly-Mingo/modernization-kit AI-assisted legacy application modernization methodology for Kiro IDE. Structured specs, s 11 Claude Code, GitHub Copilot 8 2,361 tok
amperity/chuck-data Command-line AI for customer data 11 Claude Code 1 4,361 tok
dosatos/minimise 11 Claude Code 4 1,156 tok
loredotlink/lore-workbench lore.link Lightweight terminal dock for macOS - manage multiple Claude Code sessions 11 Claude Code 1 1,217 tok
danialhasan/orchestrator 11 Claude Code 1 2,658 tok
alirezarezvani/promptor 11 Claude Code, Codex, OpenCode 6 3,240 tok
chainlesschain/chainlesschain 11 Claude Code, Codex, OpenCode 4 5,290 tok
nezhazheng/code-box The sandbox built for Vibe Coding! 11 Claude Code 1 2,111 tok
taskyou/taskyou-os 11 Claude Code 8 339 tok
ui-insight/vandalizer AI-powered document intelligence platform for research administration 11 Claude Code 1 912 tok
jkrperson/tentacles tentacles.sh Modern IDE for agentic engineering. Orchestrate and plan AI agents across projects and wor 11 Claude Code 5 947 tok
xingkaixin/codesesh codesesh.xingkaixin.me One place to see every AI coding session you've ever had. 11 Claude Code, Codex, OpenCode 2 1,785 tok
cosmos-vibe/Nexus-acp nexus-extension.com 11 Claude Code 66
mdrideout/viberag viberag.ai viberag is an MCP server for local codebase semantic search 11 Claude Code, Codex, OpenCode 2 972 tok
hzhaoy/deep-code-agent A DeepAgents-based coding assistant with subagents for review, tests, docs, debugging, and 11 Claude Code, Codex, OpenCode 2 2,749 tok
mrhuangyong/ai-proxy A local AI/LLM proxy service for unified management of API calls to multiple large-model p 11 Claude Code, Codex, OpenCode 2 2,222 tok
sachdved/kg_builder Codebase for building Knowledge Graphs on codebases 11 Claude Code 7 3,189 tok