How real projects configure their agents

32,552 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 agents8,564Claude Code6,906Git and workflow3,633Data and AI3,578Backend and APIs3,558Languages3,494Planning3,322Code review2,906Testing2,695DevOps and cloud2,496Writing and docs2,489Memory and context2,375Research2,320Frontend2,312Security2,181Project management1,980

All Claude Code32,552 Codex24,920 OpenCode23,840 GitHub Copilot3,723 Gemini CLI2,039 Cursor1,771 Windsurf202 Kiro117

Project Stars Configures Files Always loaded
edimuj/tokenlean Lean CLI tools for AI agents and developers - reduce context, save tokens 12 Claude Code 1 583 tok
ruah-dev/ruah-orch 12 Claude Code, Codex, GitHub Copilot, OpenCode 9 508 tok
anthosx/collaborative-canvas Freely collaborate with Claude Code on an infinite canvas. 12 Claude Code 1 3,421 tok
cookys/autopilot Development workflow skills for Claude Code — dev-flow, survey, think-tank, CEO mode, retr 12 Claude Code, Codex, OpenCode 3 5,077 tok
42U/laqrumcode Persistent cognitive architecture for Claude Code — graph memory with learned retrieval (9 12 Claude Code 1 1,981 tok
kam-l/claude-coach Session-aware coaching for Claude Code — curated tips and live contextual advice 12 Claude Code 1 988 tok
Deepank308/hermes-swe-agent deepwiki.com Autonomous AI coding agent triggered by Linear tickets — spins up full dev environments on 12 Claude Code 4 3,626 tok
mittwald/typo3-smart-extension-builder Build TYPO3 extensions with Agentic AI 12 Claude Code, Codex, OpenCode 2 689 tok
Imbad0202/cc-user-autopsy Honest, evidence-traceable peer-review skill for Claude Code users. Rule-based 8-dim scori 12 Claude Code 1 1,410 tok
idosreisjunior/sdd-claude-kit Framework open source de Spec-Driven Development para Claude Code 12 Claude Code 1 842 tok
HolyMonkey/youtube-example-ai-studio 12 Claude Code 8 357 tok
bheadwei/claude-GUNDAM-zh-tw Comprehensive Claude Code development template — GunDamWorkflow 12 Claude Code 80 2,641 tok
agent-tools-org/ai-dispatch Multi-AI CLI team orchestrator — dispatch work to gemini, codex, opencode, cursor and cust 12 Claude Code, Codex, OpenCode 2 4,942 tok
mfazza/agentic_muscle_memory Agentic Muscle Memory is a self-evolving framework enabling agents to transform repeating 12 Claude Code 4 281 tok
ken-tunc/branchbox 12 Claude Code 1 —
TorchedHat/torchtalk Chat with the complete PyTorch codebase using AI. torchtalk enables developers to have nat 12 Claude Code, Codex, OpenCode 4 2,311 tok
nikicat/secrets-dispatcher Per-operation approval and audit logging for secret access and git commit signing on Linux 12 Claude Code 2 —
Cause-of-a-Kind/code-dojo-core 12 Claude Code 1 3,772 tok
spryker/spryker-docs docs.spryker.com This repository is for the Spryker documentation available at https://docs.spryker.com. 12 Claude Code, Codex, OpenCode 4 2,731 tok
TheMuleA/codex-agent-core-template 12 Claude Code, Codex, OpenCode 11 2,957 tok
mloda-ai/open-kgo mloda.ai Open Knowledge Graphs and Ontologies 12 Claude Code, Codex, OpenCode 2 2,747 tok
ArieGoldkin/ai-agent-hub ai-agent-hub-five.vercel.app 12 Claude Code 5 1,653 tok
felixgeelhaar/cclint A fast, extensible linter for validating and optimizing CLAUDE.md context files. Built wit 12 Claude Code 1 1,263 tok
jswest/bartleby An AI-powered scrivener who would definitely prefer not to. 12 Claude Code, Codex, OpenCode 8 1,048 tok
Haqbani/superwisper 9 custom voice dictation modes for superwhisper on macOS 12 Claude Code 2 792 tok
ZethRise/CodeLookup-Skill The skill that makes the agent take a look at every side of the project! 12 Claude Code, Codex 1 —
bkrabach/ai-code-project-template Project template for coding with AI assistants 12 Claude Code, Codex, Gemini CLI, OpenCode 7 4,137 tok
0xBeycan/genesis From Idea to First Commit 12 Claude Code, Codex, OpenCode 4 637 tok
kousen/junie-training Course materials for JetBrains Junie training 12 Claude Code, Codex, OpenCode 2 2,365 tok
fazer-ai/mcp-chatwoot MCP server for Chatwoot (TypeScript + Bun) 12 Claude Code 1 723 tok
creativec09/stm32 STM32 MCP Documentation Server with semantic search, Claude Code agents, and comprehensive 12 Claude Code 2 3,246 tok
dasch-swiss/dsp-tools docs.dasch.swiss A Python library and tools for the DSP-API 12 Claude Code 4 2,726 tok
montycloud/moya Meta Orchestration framework for Your Agents 12 Claude Code 1 1,414 tok
shawnla90/shawn-gtme-os shawnos-site.vercel.app 12 Claude Code, Cursor 60 1,978 tok
terminalcraft/moltbook-mcp MCP server for Moltbook — the social network for AI agents 12 Claude Code, Codex, OpenCode 2 1,704 tok
max-lee-dev/local-lmcanvas 12 Claude Code, Codex, OpenCode 2 547 tok
reizam/claude-md-templates Two ready-to-use CLAUDE.md templates (global + project) based on ETH Zurich research on co 12 Claude Code 1 238 tok
nandomoreirame/forja forja.web.app A dedicated GUI client for vibe coders. Not just another terminal: it's the forge where co 12 Claude Code, Codex, OpenCode 3 1,908 tok
UmaiTech/aura-llm-gateway aura-llm.dev High-performance Rust LLM gateway implementing the Open Responses API. Unified access to O 12 Claude Code, Codex, OpenCode 2 10,820 tok
giauphan/codeatlas-platform AI-powered codebase intelligence platform — MCP Server, AST analysis, Knowledge Graph, and 12 Claude Code, Codex, OpenCode 9 2,149 tok
Ar9av/AgentTower A real-time web UI for monitoring, searching, and controlling Claude Code and Codex CLI se 12 Claude Code, Codex, OpenCode 2 1,628 tok
nornscode/norns nornscode.com The runtime for long-lived Agents 12 Claude Code, Codex, OpenCode 2 1,488 tok
aws-samples/sample-pellier-agentic-search-apg Pellier: agentic AI search on Amazon Aurora PostgreSQL and Amazon Bedrock AgentCore. Build 12 Claude Code, Codex, OpenCode 5 5,354 tok
dkyazzentwatwa/agent-office A full virtual office of role-defined AI agents with a coordination framework, operations 12 Claude Code, Codex, OpenCode 2 1,410 tok
ShankarKakumani/transformers Multi-agent orchestration for Claude Code. 12 Claude Code 1 1,319 tok
aws-samples/sample-auto-map-tagger 12 Claude Code, Kiro 11 6,855 tok
XWJDream/MimoAgent AI-powered coding assistant desktop app based on Xiaomi MiMo. Supports code generation, de 12 Claude Code, Codex, OpenCode 2 6,505 tok
Kehl-io/nestweaver nestweaver.kehl.io Your codebase as a queryable graph for AI agents. 12 Claude Code 1 14,861 tok
rachittshah/cc-codex Codex + Claude Code Integration: Use OpenAI Codex for planning/reasoning and Claude Code C 12 Claude Code, Codex, OpenCode 2 5,775 tok
4t145/lark-acp npmjs.com Bridge Feishu/Lark chat messages to any ACP-compatible AI agent (Copilot, Claude, Codex, G 12 Claude Code 1 2,801 tok