How real projects configure their agents

23,307 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 agents7,541Claude Code6,614Data and AI3,687Backend and APIs3,492Languages3,397Planning3,211Git and workflow3,159Code review2,735Memory and context2,362Testing2,357DevOps and cloud2,306Writing and docs2,299Research2,296Frontend2,252Security2,009Productivity1,710

All Claude Code32,137 Codex23,307 OpenCode22,079 GitHub Copilot3,547 Gemini CLI1,916 Cursor1,738 Windsurf121 Kiro77

Project Stars Configures Files Always loaded
jaylfc/taosmd Local-first AI memory — runs offline on any machine with 8 GB+ RAM (SBC, mini PC, laptop, 78 Claude Code, Codex, OpenCode 3 3,177 tok
strands-rl/strands-sglang SGLang model provider for Strands Agents. 78 Claude Code, Codex, OpenCode 7 3,558 tok
ahtavarasmus/lightfriend lightfriend.ai The first verifiably private cloud AI assistant. Runs in AWS Nitro Enclave with hardware a 78 Claude Code, Codex, OpenCode 17 3,248 tok
whiteboardmonk/agcluster-container agcluster.dev Self-hosted platform for Claude Agent SDK agents. Container isolation, real-time execution 78 Claude Code, Codex, OpenCode 2 5,418 tok
shiquda/roadmap-skill npmjs.com Shared roadmap for humans and AI Agents. Visual kanban and graph for you, Skills and MCP s 78 Codex, OpenCode 1 1,828 tok
lfglabs-dev/awesome-amp-code An unofficial curated list of resources for Amp, an AI coding agent. 78 Codex, OpenCode 1 385 tok
ripmilla/netwalk Read-only network survey toolkit for AI coding agents: crawl a site from one device, diagn 78 Codex, OpenCode 1 16,337 tok
KilledByAPixel/LittleJS-AI An AI-assisted toolkit for making HTML5 games with LittleJS 78 Claude Code, Codex, OpenCode 2 3,670 tok
tan-yong-sheng/ai-vision-mcp A Model Context Protocol (MCP) server that provides vision capabilities to analyze image a 78 Claude Code, Codex, OpenCode 30 4,139 tok
jonnyzzz/mcp-steroid devrig.dev Give your AI Agent a whole IDE, not just the files 78 Claude Code, Codex, OpenCode 2 6,920 tok
AgoraIO/skills The fastest way to build real-time Conversational AI and Voice Agents with Claude Code, Cu 78 Claude Code, Codex, OpenCode 2 1,762 tok
TOKTOKHAN-DEV/agent-company agent-company.site Create an automated organization with an AI Company 78 Claude Code, Codex, OpenCode 8 5,073 tok
jmagar/claude-homelab Comprehensive Agents, Commands, Hooks, and Skills for homelab service management - media a 78 Claude Code, Codex, Gemini CLI, OpenCode 3 6,390 tok
LudicDynamics/WorldLines worldlines.gg Agents for Role Play. Agents for Game. Agents as a Game. An orchestrator-agents engine for 78 Claude Code, Codex, OpenCode 2 906 tok
takeshy/obsidian-local-llm-hub All-in-one local AI hub for Obsidian — LLM chat with vault tools, MCP servers, RAG, workfl 78 Codex, OpenCode 1 74 tok
magnus919/agent-skills Curated collection of AI agent skills for Hermes and other agent frameworks 78 Claude Code, Codex, OpenCode 1 3,275 tok
subev/libratory libratory.dev Your free book and audiobook laboratory. Turn the PDFs you own into chapter-marked M4B aud 78 Codex, OpenCode 1 27,711 tok
LofiFren/PicoCalc lofifren.com PicoCalc - MicroPython by Lofi Fren 78 Codex, OpenCode 1 151 tok
0FL01/Oxide-Agent Another Agentic Framework 77 Codex, OpenCode 1 3,928 tok
dralkh/seerai Zotero AI plugin Research assistant for Zotero 9. Chat with your library, run federated sc 77 Codex, OpenCode 1 11,896 tok
eresende/pitlane-mcp Token-efficient navigation substrate for AI coding agents. Index code once and retrieve on 77 Codex, OpenCode 1 1,648 tok
apvlv/davinci-resolve-mcp A Model Context Protocol (MCP) server for interacting with DaVinci Resolve and Fusion 77 Codex, OpenCode 1 823 tok
tuirk/Kompl A compounding LLM-wiki, best fit as a personal second brain that organizes and updates its 77 Codex, OpenCode 1 1,732 tok
codenamev/ai-software-architect AI-powered architecture documentation framework with ADRs, reviews, and pragmatic mode. No 77 Claude Code, Codex, OpenCode 3 4,403 tok
basilisk-labs/agentplane agentplane.org 🛩️ Git-native workflow control for coding agents: approved plans, verification, and revie 77 Codex, OpenCode 1 9 tok
JBurlison/MetaPrompts Meta Prompting to generate AI instructions, agents, skills & prompts 77 Claude Code, Codex 5
fengzhizi715/OpenVitamin OpenVitamin is a local-first AI execution platform that unifies Agents, Workflows, and mul 77 Codex, OpenCode 1 1,520 tok
spacedock-dev/spacedock Zero-dep agent workflows with structured approval gates and adversarial review. 77 Claude Code, Codex, OpenCode 2 503 tok
kivo360/OmoiOS omoios.dev Turn feature specs into merged PRs with a self-supervising swarm of coding agents — parall 77 Claude Code, Codex, Cursor, OpenCode 31 6,385 tok
simota/agent-skills simota.github.io 90 specialist AI agents + 3 project-local extensions for Claude Code / Codex CLI / Antigra 77 Claude Code, Codex, OpenCode 2 3,864 tok
genai-io/san genai-io.github.io Small context, native speed, open all the way down — an open-source terminal agent runtime 77 Codex, OpenCode 1 676 tok
rolecraft-sh/rolecraft rolecraft-sh.github.io The security-first skill manager for AI agents — every install runs a security scan. Manag 77 Codex, OpenCode 1 845 tok
sebastienrousseau/dotfiles doc.dotfiles.io Cross-platform dotfiles (macOS/Linux/WSL) managed by chezmoi — bash·zsh·fish·nushell parit 77 Claude Code, Codex, OpenCode 2 2,313 tok
gominimal/minimal minimal.dev Build Software You Can Trust. Isolated, reproducible development environments and a secure 77 Claude Code, Codex, OpenCode 2 4,157 tok
AsyrafHussin/agent-skills Skills for AI coding agents — Laravel, PHP, React, TypeScript, testing, security, and code 77 Claude Code, Codex, OpenCode 2 538 tok
tecnologicachile/mail-mcp Secure IMAP/SMTP/EWS/Graph API MCP server in Rust — Microsoft 365, Hotmail, Gmail, Zoho, O 77 Codex, OpenCode 1 1,919 tok
dralkh/iktinah Zotero AI plugin Research assistant for Zotero 9. Chat with your library, run federated sc 77 Codex, OpenCode 1 11,896 tok
vanillagreencom/kendex kendex.ai Package manager for agents, skills, hooks, and extensions. Author once, install on every h 76 Claude Code, Codex, GitHub Copilot, OpenCode 53 5,134 tok
TechNickAI/openclaw-config Give your AI assistant memory, skills, and autonomy. Persistent memory, integration skills 76 Claude Code, Codex, OpenCode 6 816 tok
vstorm-co/pydantic-ai-todo vstorm-co.github.io Task Planning and Tracking toolset for Pydantic AI agents, enabling hierarchical task mana 76 Claude Code, Codex, OpenCode 2 924 tok
XiaoYiWeio/deepsafe-scan Universal preflight security scanner for AI coding agents — Detects hooks injection, crede 76 Claude Code, Codex, Cursor, OpenCode 3 1,625 tok
melagiri/code-insights code-insights.app Turn your AI coding sessions into knowledge. 76 Claude Code, Codex 11 2,095 tok
Second-Inc/second docs.second.so The factory for custom internal software, purpose-built for human2agent work. 76 Claude Code, Codex, OpenCode 2 2,623 tok
utensils/claudette utensils.io Claude's missing better half — a companion tool for Claude Code usage. 76 Claude Code, Codex, GitHub Copilot, OpenCode 13 9,986 tok
tomascupr/sous-chef Claude orchestrates and reviews; Sonnet, Codex, GLM, or Grok implements. A Claude Code plu 76 Claude Code, Codex, OpenCode 2 563 tok
9thLevelSoftware/legion Multi-CLI plugin that orchestrates 49 AI agent personalities (start → plan → build → revie 76 Claude Code, Codex, OpenCode 2 7,747 tok
jetyu/Snaptium snaptium.com A modern markdown AI note-taking application 76 Claude Code, Codex, Gemini CLI, OpenCode 3 1,567 tok
mapbox/mapbox-agent-skills 76 Codex, OpenCode 1 823 tok
netresearch/agent-rules-skill Agent Skill for generating AGENTS.md files following the agents.md convention | Claude Cod 76 Claude Code, Codex, OpenCode 2 682 tok
ericgandrade/claude-superskills 18 Universal AI Skills for Claude Code, GitHub Copilot & 6 more platforms. Meta/orchestrat 76 Claude Code, Codex, GitHub Copilot, Gemini CLI, OpenCode 4 8,395 tok