How real projects configure their agents

32,116 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 agents7,521Claude Code6,606Data and AI3,688Backend and APIs3,494Languages3,401Planning3,209Git and workflow3,151Code review2,736Memory and context2,361Testing2,351DevOps and cloud2,300Writing and docs2,296Research2,295Frontend2,250Security2,004Productivity1,709

All Claude Code32,116 Codex23,280 OpenCode22,053 GitHub Copilot3,543 Gemini CLI1,915 Cursor1,736 Windsurf119 Kiro77

Project Stars Configures Files Always loaded
fizzbee-io/fizzbee fizzbee.io Easiest-ever formal methods language! Designed for developers crafting distributed systems 350 Claude Code, GitHub Copilot 7 5,657 tok
jerrywu001/cc-sessions-viewer support cc/codex/grok build/kimicode/pi/antigravity cli/opencode sessions viewer, skills m 350 Claude Code, Codex, OpenCode 15 3,185 tok
ghost-in-the-droid/android-agent ghostinthedroid.com Open-source framework to drive a real phone with AI agents: Android over ADB, iPhone over 350 Claude Code 1 324 tok
iansinnott/obsidian-claude-code-mcp Connect Claude Code and other AI tools to your Obsidian notes using Model Context Protocol 350 Claude Code 1 1,557 tok
apache/skywalking-banyandb skywalking.apache.org An observability database aims to ingest, analyze and store Metrics, Tracing and Logging d 350 Claude Code, Codex, OpenCode 2 2,253 tok
kaanozhan/Frame frame.cool ADE( Agentic Development Environment) The spec-driven environment for AI coding agents, wh 349 Claude Code 4
peterroelants/peterroelants.github.io peterroelants.github.io Blog 349 Claude Code, Codex, OpenCode 2 679 tok
ascorbic/am-i-vibing Detect agentic coding environments and AI editors 349 Claude Code 1 1,832 tok
kingbootoshi/codex-orchestrator Delegate tasks to OpenAI Codex agents via tmux sessions. Designed for Claude Code orchestr 349 Claude Code, Codex 1 506 tok
jahala/tilth Smart(er) code reading for humans and AI agents. Reduces cost per correct answer by ~40% o 349 Claude Code, Codex, OpenCode 2 3,000 tok
FalkorDB/code-graph code-graph.falkordb.com A code-graph demo using GraphRAG-SDK and FalkorDB 348 Claude Code, Codex, OpenCode 2 1,897 tok
amantus-ai/llm-codes llm.codes Transform developer documentation to clean Markdown 348 Claude Code 1 572 tok
AvivK5498/The-Claude-Protocol Mutli-Agent orchestration workflow for Claude Code with automated task management using Be 348 Claude Code 4
tingly-dev/tingly-box Your Intelligence, Orchestrated. Every builder. Every team. Every agent. For Everyone. 348 Claude Code 4 819 tok
aerovato/container container.aerovato.com Persistent Linux workspaces for agentic development. 348 Claude Code, Codex, OpenCode 2 173 tok
shanggqm/codexU shanggqm.github.io macOS desktop widget for OpenAI Codex usage, quota tracking, token usage, and today task b 348 Claude Code, Codex, OpenCode 3 2,193 tok
vercel-labs/before-and-after jm.sv 348 Claude Code, Codex, OpenCode 3 450 tok
Dimillian/FoundationChat A chat app with iOS 26 Foundation Models 347 Claude Code 1 1,511 tok
neohaskell/NeoHaskell neohaskell.org ⏩ NeoHaskell is a dialect of Haskell that is focused on newcomer-friendliness and producti 347 Claude Code, Codex, OpenCode 19 3,088 tok
Lap-Platform/LAP lap.sh Your agents are guessing at APIs. Give them the actual Agent-Native spec. 1500+ API's Read 347 Claude Code 2 971 tok
langchain-ai/langchain-aws Build LangChain Applications on AWS 347 Claude Code, Codex, OpenCode 2 3,480 tok
madviking/headless-pm This is a simple headless project management system that helps coordinate several instance 347 Claude Code, Codex, OpenCode 2 6,215 tok
richkuo/go-trader Crypto trading bot — backtesting, paper trading, live trading with risk management 347 Claude Code, Codex, GitHub Copilot, OpenCode 4 4,178 tok
receptron/mulmoclaude Multi-modal Claude Code Client 347 Claude Code 17 4,323 tok
ferdousbhai/investor-agent A Model Context Protocol server for building an investor agent 347 Claude Code, Codex, OpenCode 2 224 tok
ginobefun/deep-reading-analyst-skill A professional Claude AI skill for deep reading analysis 346 Claude Code 1 2,231 tok
jihe520/mindpocket mindpocket.top Open-source, free, multi-platform, one-click deploy, AI Agent–integrated personal bookmark 346 Claude Code, Codex, OpenCode 13 1,933 tok
zksecurity/zkbugs bugs.zksecurity.xyz Reproduce ZKP vulnerabilities 346 Claude Code, Codex, OpenCode 3 997 tok
starbaser/ccproxy Build mods for Claude Code: Hook any request, modify any response, /model "with-your-custo 346 Claude Code, Codex, OpenCode 2 8,195 tok
Charlie85270/Dorothy dorothyai.app Dorothy, the wife your AI agents needs. 346 Claude Code, Codex 4 259 tok
mylxsw/typeflux typeflux.app Typeflux is a macOS menu bar voice input tool built with Swift. It is designed for a fast 346 Claude Code, Codex, OpenCode 2 2,616 tok
smart-mcp-proxy/mcpproxy-go mcpproxy.app Supercharge AI Agents, Safely 346 Claude Code, Codex, OpenCode 2 4,432 tok
Nanako0129/TokenBar tokenbar.nyanako.com AI token usage & quota monitor for the macOS menu bar — native Swift, Liquid Glass, 3D con 346 Claude Code, Codex, OpenCode 2 763 tok
devcxl/mattpocock-skills-zh Chinese translation of Matt Pocock's skill collection — natural Chinese with original tech 346 Claude Code, Codex, OpenCode 2 1,072 tok
daneden/daneden.me daneden.me 🏡 This is my website. There are many like it, but this one is mine. 345 Claude Code 1 799 tok
beevibe-ai/beevibe beevibe.ai The agent-native OS for companies. 345 Claude Code 1 2,886 tok
anylineorg/anyline doc.anyline.org Dynamically register and switch data sources at runtime, automatically generate SQL (DDL/D 345 Claude Code, Codex 1
19-84/redd-archiver online-archives.github.io A PostgreSQL-backed archive generator that creates browsable HTML archives from link aggre 345 Claude Code 1 4,429 tok
schmitech/orbit Self-hosted AI gateway for private RAG, natural-language data access, and tool-calling age 345 Claude Code 1 1,234 tok
NTCoding/claude-skillz Random Claude skills for common, simple programming tasks 345 Claude Code, Codex, OpenCode 3 1,157 tok
dirge-code/dirge Dynamic Intent Resolution Grounding Engine 345 Claude Code, Codex, OpenCode 5 1,233 tok
benchflow-ai/benchflow benchflow.ai Research infra for creating RL environments, post-training, and evals. 345 Claude Code, Codex, OpenCode 10 1,674 tok
Shopify/rubydex shopify.github.io A high-performance static analysis toolkit for Ruby 345 Claude Code, Codex, GitHub Copilot, OpenCode 4 1,351 tok
griddynamics/rosetta griddynamics.github.io An instruction layer for AI coding agent 344 Claude Code, Codex, Cursor, OpenCode 13 274 tok
PrismorSec/prismor prismor.dev Self-hosted runtime control plane for AI agents. Observe or HITL approve or Block rogue t 344 Claude Code, Codex, OpenCode 2 4,780 tok
elbwalker/walkerOS walkeros.io Open-source tag manager for developers 343 Claude Code 1 93 tok
drivelineresearch/autoresearch-claude-code Autonomous experiment loop skill for Claude Code — port of pi-autoresearch 343 Claude Code, Codex, OpenCode 2 555 tok
CL-ML/open-collider A semantic collision engine for non-trivial LLM idea generation. Operationalizes Koestler' 343 Claude Code 3
context-hub/generator docs.ctxllm.com CTX: a tool that solves the context management gap when working with LLMs like ChatGPT or 343 Claude Code 1 1,585 tok
laraowl/laraowl laraowl.mintlify.site open-source, self-hosted monitoring platform for Laravel. Track requests, exceptions, data 343 Claude Code, Codex, Gemini CLI 8 5,078 tok