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
itssosunny/im-not-strange-ai 161 Claude Code, Gemini CLI 5 5,269 tok
VibePod/vibepod-cli vibepod.dev Unified CLI for running AI coding agents in isolated containers. Includes built-in local m 161 Claude Code, Codex, OpenCode 2 665 tok
kryptobaseddev/cleo cleo-dev.com Agent-first task orchestration. Persistent memory. Multi-provider coordination. 160 Claude Code, Codex, Gemini CLI, OpenCode 6 7,619 tok
rbrown101010/rilable An iPhone app that builds apps — prompt to live web + iOS apps. SwiftUI + Convex + Claude 160 Claude Code 1 1,703 tok
rtk-ai/vox A universal AI toolkit for high-performance Speech-to-Text (STT) and Text-to-Speech (TTS) 160 Claude Code 2 656 tok
TianGzlab/OmicsClaw tiangzlab.github.io Conversational & memory-enabled AI research partner for multi-omics analysis. CLI + Deskto 160 Claude Code, Codex, OpenCode 2 11,598 tok
dnotitia/akb AKB — Agent Knowledgebase. Organizational memory for AI agents: vault-scoped docs / tables 160 Claude Code, Codex, OpenCode 6 4,135 tok
RaphaelRegnier/vibe-annotations vibe-annotations.com AI-powered annotations for localhost development. Create visual feedback on your apps and 160 Claude Code 1 308 tok
JamsusMaximus/trainingpeaks-mcp jamesmcaulay.co.uk TrainingPeaks MCP server for Claude Desktop, Code and Cowork. No API approval needed - wor 160 Claude Code 1
phantom/phantom-connect-sdk Multi-platform SDKs for integrating Phantom 160 Claude Code 5
notactuallytreyanastasio/deciduous Decision graph tooling for AI-assisted development - track every choice, query your reason 159 Claude Code, Codex, OpenCode 19 14,449 tok
sammcj/mcp-devtools smcleod.net A modular MCP server that provides commonly used developer tools for AI coding agents 159 Claude Code, GitHub Copilot 3 7,346 tok
lgallard/terraform-aws-backup Terraform module to create AWS Backup plans. AWS Backup is a fully managed backup service 159 Claude Code 1 4,533 tok
nxtg-ai/forge-orchestrator forge.nxtg.ai Forge Orchestrator: Multi-AI task orchestration. File locking, knowledge capture, drift de 159 Claude Code 1 2,879 tok
antoniolg/play-store-mcp An MCP server that connects to Play Store Console and release new App versions from an MCP 159 Claude Code 2 773 tok
Dogacel/auto-gpu-kernel Winner 🏆 (Agent-only) MLSys 2026 - FlashInfer AI Kernel Generation Contest for the DeepSe 159 Claude Code 1
VirtusLab/orca Deterministic, AI-driven development flows. 159 Claude Code, Codex, OpenCode 2 5,470 tok
olivomarco/github-copilot-token-optimization olivomarco.github.io Techniques to optimize token usage on GitHub Copilot 159 Claude Code, Codex, GitHub Copilot 33 94 tok
engasnm111/lnwjud lnwjud — local AI-agent runtime & MCP gateway 159 Claude Code, Codex, OpenCode 8 1,409 tok
khromov/svelte-llm-mcp svelte-llm.stanislav.garden Svelte developer documentation as an MCP and in llms.txt format 159 Claude Code 2 2,007 tok
Haleclipse/Claudiatron 159 Claude Code 1 1,746 tok
theodo-group/debug-that theodo-group.github.io Universal debugger CLI built for AI agents. Allows Claude Code and Codex to debug much fas 159 Claude Code, Codex 3 806 tok
smerchek/claude-epub-skill A Claude Skill for converting markdown documents, chat summaries, or research reports into 159 Claude Code 1 1,618 tok
pnp/copilot-pro-dev-samples Community contributed samples for the Microsoft 365 Copilot. Contributions welcome. 159 Claude Code, Codex, OpenCode 3 1,312 tok
DanielSuo117/velocitai Next-generation UI automation harness powered by Python & Playwright. Chat with AI Agents 158 Claude Code, Codex, Gemini CLI, OpenCode 7 1,834 tok
SAP/open-ux-tools Enable community collaboration to jointly promote and facilitate best in class tooling cap 158 Claude Code, Codex, OpenCode 4 7,823 tok
toolprint/hypertool-mcp toolprint.ai Dynamically expose tools from proxied servers based on an Agent Persona 158 Claude Code 5 1,912 tok
severity1/claude-code-auto-memory Claude Code plugin that automatically maintains CLAUDE.md files 158 Claude Code 1 2,327 tok
qiniu/go-sdk golang sdk 158 Claude Code, Codex, GitHub Copilot, OpenCode 9 3,919 tok
marchev/claudit MCP server for searching Solodit smart contract security findings 158 Claude Code 1
Damages9/AIRP_ClaudeCode 158 Claude Code 2 8,266 tok
gug007/lpm lpm.cx Start, stop, and duplicate dev projects with one click. The best workspace for running Cla 158 Claude Code, Codex, OpenCode 2 418 tok
getArbor-dev/arbor getarbor.dev Graph-native code intelligence that replaces embedding-based RAG with deterministic progra 158 Claude Code, GitHub Copilot 2 4,303 tok
thedaviddias/souls-directory souls.directory 🧠 Directory of SOUL.md personality files for OpenClaw agents 158 Claude Code, Codex, OpenCode 2 2,012 tok
AmaniDawn/DGame A framework based on the TEngine framework, modified and expanded with practical extension 158 Claude Code, Codex, OpenCode 19 4,727 tok
GitKittys/AndroidPrybar Android Native Trace and reverse-engineering tool for function-wrapping execution, instruc 158 Claude Code 1
amirfish1/claude-command-center ccc.amirfish.ai Manage and orchestrate your Claude Code, Codex, Cursor, Antigravity, Kimi, Grok, Devin, Dr 158 Claude Code, Codex, OpenCode 4 10,717 tok
workos/case 158 Claude Code, Codex, OpenCode 2 1,407 tok
dcostenco/prism-coder synalux.ai Persistent session memory for AI coding agents — local-first, with on-device inference, as 157 Claude Code, Gemini CLI 3 101 tok
docToolchain/diagrams.net-intellij-plugin plugins.jetbrains.com An IntelliJ plugin which allows you to edit diagrams.net (formerly known as draw.io) diagr 157 Claude Code 1 2,102 tok
dimetron/pi-go pi-go.sh Go implementation of AI coding agent 157 Claude Code, Codex 1 4,720 tok
jwynia/agent-skills 157 Claude Code, Codex, OpenCode 17 5,497 tok
notlate-cn/code-reader-skills 🧠 Cognitive science-based Claude Skills for deep code understanding | Tools for deep sour 157 Claude Code 1 1,118 tok
tangosdev/sm64ds-decomp From-scratch, byte-matching decompilation of Super Mario 64 DS (sm64ds decomp) into C, wit 157 Claude Code, Codex, OpenCode 5 1,681 tok
Hector-xue/IvyeaOps A self-hosted operations workspace for Amazon sellers — AI agents, market research, advert 157 Claude Code, Codex, OpenCode 2 1,464 tok
mtarcure/claude-vibe-squad Multi-model AI orchestration where behaviour is Markdown, not code. One coordinator routes 157 Claude Code, Codex, Gemini CLI, OpenCode 68 1,848 tok
zeuikli/claude-code-workspace 156 Claude Code 39 715 tok
PayRam/payram-mcp mcp.payram.com Connect to hosted payram helper at: https://mcp.payram.com 156 Claude Code 1 673 tok
raullenchai/vnsh vnsh.dev One workspace all your AI agents can read and write. Encrypted client-side, model-agnostic 156 Claude Code, Codex, OpenCode 2 867 tok
P0lar1zzZ/Ombre-Brain For Claude. 156 Claude Code 2