How real projects configure their agents

44,969 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 agents8,530Claude Code6,887Git and workflow3,618Data and AI3,582Backend and APIs3,558Languages3,485Planning3,325Code review2,903Testing2,691DevOps and cloud2,482Writing and docs2,481Memory and context2,373Research2,322Frontend2,310Security2,179Project management1,971

All Claude Code32,523 Codex24,842 OpenCode23,761 GitHub Copilot3,723 Gemini CLI2,038 Cursor1,771 Windsurf201 Kiro116

Project Stars Configures Files Always loaded
kazuph/yunomi npmjs.com Human-in-the-loop review interface for AI coding workflows 21 Claude Code 1 2,721 tok
vibehat/claude-task-manager Personal AI project manager with Claude Code integration and persistent context 21 Claude Code 66 527 tok
memodb-io/skill-memory agent skill as memory layer 21 Codex, OpenCode 1 104 tok
johnlarkin1/claude-code-extensions A repo for me but also anyone else that is curious about what CC commands + skills + plugi 21 Claude Code 1 400 tok
korjwl1/toki Token usage tracker for Claude Code and Codex CLI — Rust daemon, 7ms reports, JSONL-parsin 21 Claude Code 3 210 tok
Schr0d/Archon Most tools give AI access to the codebase. Archon gives AI access to the change itself. St 21 Claude Code 2 49 tok
andisab/swe-marketplace Curated Claude Code plugins for everyday software engineering: slide decks, knowledge base 21 Claude Code 1 3,047 tok
herbert-julio-azion/specialist-agent specialistagent.com.br Your AI development team — 27+ agents and 21 skills that build, review, debug, and ship pr 21 Claude Code 1 3,558 tok
bizz84/voice_timer_claude_demo codewithandrea.com Source code for my Claude Code Opus 4 crash course 21 Claude Code 2 438 tok
qingyu321/Little-Claude snowshadowdoll.online An unofficial open-source desktop client for Claude Code with SDK control protocol integra 21 Claude Code, Codex, OpenCode 27 3,920 tok
ybouhjira/claude-code-tts 🔊 Text-to-Speech MCP plugin for Claude Code - hear audio feedback while coding (OpenAI TT 21 Claude Code 2 681 tok
oikon48/cc-doc-tracker Automated tracker for Claude Code official documentation changes 21 Claude Code 1 91 tok
PaulRBerg/next-template A modern Next.js template for building production-ready web applications. 21 Codex, OpenCode 1 736 tok
waybarrios/cyber-agent AI-powered penetration testing with Claude Code agents. RedTeam Barranquilla - Automating 21 Claude Code 3 1,477 tok
SunnatbekYusupovTech/sunnatbeeCLI One command, 28+ top AI CLIs — an interactive launcher for terminal AI coding agents (Clau 21 Claude Code 1 6,756 tok
DannyMac180/openclaw-operator OpenClaw Operator gives coding agents like Codex and Claude Code the context and playbooks 21 Codex, OpenCode 1 399 tok
Visualizeit/illustrator mp.weixin.qq.com A browserless Agent Skill that creates polished visuals locally—no image-generation model 21 Codex, OpenCode 1 1,110 tok
nsoybean/switchboard nsoybean.github.io Parallel coding agent workspace with native terminals and git worktrees. 21 Claude Code, Codex, OpenCode 10 571 tok
ommakes/Skills osuthar.com Skills for product design 21 Claude Code 1 1,233 tok
Akabane71/dify-workflow-cli A Dify-WorkFlow-CLI tool for AI use 21 Codex, OpenCode 1 722 tok
docsector/docsector-reader docsector.com A documentation rendering engine built with Vue 3, Quasar v2 and Vite with AI features. 21 Claude Code, GitHub Copilot 4 94 tok
dwmkerr/signalbox dwmkerr.github.io Jump to any agent session across Cursor, Claude Code, OpenCode and more. See all your chao 21 Claude Code 3 2,528 tok
wakehacker/wake-ai AI orchestration framework for structured multi-step workflows with validation - build rel 21 Claude Code 1 2,045 tok
ifmelate/mcp-image-extractor MCP server which allow LLM in agent mode to analyze image whenever it needs 21 Claude Code 1 620 tok
FlechetteLabs/Tollbooth flechettelabs.com A transparent proxy system for inspecting, debugging, and modifying any traffic from the a 21 Claude Code 1 1,086 tok
aidyou/chatspeed chatspeed.aidyou.ai An AI chat proxy with universal tool access, protocol conversion, load balancing, key isol 21 Codex, OpenCode 1 1,322 tok
acoyfellow/unsurf unsurf.coey.dev Turn any website into a typed API 21 Codex, OpenCode 1 610 tok
YD811/potbot-v2 potbot.fun PotBot POTFolio: any basket of Solana assets as one liquid token. Non-custodial, Pyth-pric 21 Claude Code 1 1,139 tok
ai-debugger-inc/aidb ai-debugger.com A language-agnostic debugging interface for AI agents. 21 Claude Code 18 1,596 tok
eigenbau/mcp-snomed-ct MCP server for SNOMED CT concept lookup via any FHIR R4 terminology server 21 Claude Code 1 896 tok
SergeyTeplyakov/BinlogInsights MSBuild binary log analysis tools with MCP server for AI-assisted build investigation 21 GitHub Copilot 2 878 tok
microhustlestack/cerebro-skill CEREBRO Strategic Intelligence Engine — scan, analyze, and connect knowledge across markdo 21 Claude Code 1 378 tok
Yunii226/ClaudeTeach 21 Claude Code 5 1,186 tok
manthanpatelll/claude-code-starter A clean, copy-paste .claude/ setup for Claude Code. Hooks, skills, agents, rules, plugins, 21 Claude Code 13 394 tok
aliengiraffe/spotdb Give your agents a secure, containerized SQL sandbox with MCP or API access enabled with D 21 Claude Code 1 349 tok
ArthurVardevanyan/HomeLab arthurvardevanyan.com HomeLab Server & Desktop Configuration 21 Claude Code, Codex, GitHub Copilot, OpenCode 4 3,447 tok
flutydeer/ds-editor-lite 21 Claude Code, Codex, OpenCode 7 2,055 tok
eason-dev/easonchang.com-next easonchang.com Eason Chang's brand new personal blog 21 Claude Code, Codex, OpenCode 4 1,504 tok
nyaoouo/NyLib2 21 Codex, OpenCode 1 10,731 tok
yourtablecloth/TableClothCatalog Tablecloth catalog 21 Claude Code 1 —
chhuax/praxis-devos 21 Claude Code, Codex, OpenCode 2 2,009 tok
Tshah-95/vean vean — the agent-native video editing core: a typed document, edit algebra, and diagnostic 21 Claude Code, Codex, OpenCode 6 6,378 tok
mathruffian-dot/gem-to-agent-kit Turn any AI agent into an upgrade consultant, upgrading Google Gemini's Gems into Agent wo 21 Codex, OpenCode 1 710 tok
AbhiK189/interview-prep-template A compounding, AI-agent-maintained interview-prep wiki. Three-layer context-engineering te 21 Claude Code, Codex, OpenCode 2 8,958 tok
sablier-labs/flow 🍃 Smart contracts of the Sablier Flow protocol. 21 Codex, OpenCode 1 1,293 tok
namastexlabs/automagik-spark AI agents that work while you sleep - schedule workflows, automate tasks 24/7, integrate w 21 Claude Code 17 —
openvang/vanguarstew openvang.github.io Bittensor Subnet Repository maintainer agent + a GitHub-history benchmark that scores it — 21 Codex, OpenCode 1 420 tok
open-resource-discovery/a2a-editor open-resource-discovery.github.io UI components for editing, viewing, and testing agents that implement the Agent2Agent (A2A 21 Claude Code 1 1,342 tok
existential-birds/amelia existentialbirds.com AI-powered development orchestrator: Supports Claude Code, Codex and Langchain Deepagents 21 Claude Code, Codex, OpenCode 18 1,528 tok
ksmin23/my-adk-python-samples A collection of Python agent samples built with the Google Agent Development Kit (ADK), de 21 Gemini CLI 1 910 tok