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
sahadev/GitMemo gitmemo.kakacut.cn Auto-sync your AI conversations and notes to Git 59 Codex, OpenCode 1 1,011 tok
hitosea/happy-next happy-next.com A multi-model AI workspace for Claude Code & Codex, featuring orchestration, realtime voic 59 Claude Code, Codex, OpenCode 4 287 tok
DamianEdwards/copilotd copilotd.damianedwards.dev Auto-dispatch copilot CLI instances based on GitHub issues 59 Claude Code, Codex, GitHub Copilot 2 1,292 tok
jshph/obsidian-enzyme enzyme.garden Digest your Obsidian notes 59 Codex 1
rexlunae/RustyClaw A super-lightweight super-capable agentic tool with improved security versus OpenClaw. 59 Claude Code, Codex 1
aleyan/dela A task runner that delegates the work to other tools 59 Codex, Cursor, OpenCode 2 150 tok
jozef-barton/the-kitchen 59 Claude Code, Codex, OpenCode 2 4,284 tok
mybuddymichael/youtube-transcript-mcp An MCP server for fetching transcripts of YouTube videos. 59 Codex, OpenCode 1 333 tok
thrashr888/agentkernel thrashr888.github.io Run AI coding agents in secure, isolated microVMs. Sub-125ms boot times, real hardware iso 59 Claude Code, Codex, OpenCode 3 2,859 tok
subicura/purplemux A web-native terminal multiplexer for Claude Code & Codex — monitor and manage multiple se 59 Claude Code, Codex, OpenCode 9 3,456 tok
matteing/opal 🔮 A smol coding agent in Elixir 59 Claude Code, Codex, OpenCode 12 206 tok
zkbys/whiteboard 59 Claude Code, Codex, OpenCode 2 1,537 tok
bborn/taskyou taskyou.dev Personal task queue 59 Claude Code, Codex, OpenCode 1 3,949 tok
emson/elfmem sELF improving agent memory system 59 Claude Code, Codex, OpenCode 2 4,333 tok
bug-ops/zeph bug-ops.github.io A memory-first AI agent that remembers why decisions were made — not just the last message 59 Codex, GitHub Copilot, OpenCode 5 3,664 tok
SummerEngine/summer-engine-agent summerengine.com The game engine for AI agents. Give your AI superpowers for game dev + A skills framework 59 Claude Code, Codex, Gemini CLI, OpenCode 3 2,477 tok
mitodl/ol-infrastructure Infrastructure automation code for use by MIT Open Learning 59 Codex, OpenCode 1 2,163 tok
N0819/Sonder_Engine An engine for creating coherent fiction with LLMs through a persistent worldstate with det 59 Claude Code, Codex, OpenCode 3 35,245 tok
btspoony/mstar-harness An omni-plugin for harness engineering workflows with multi-agents, programmatic gates and 59 Claude Code, Codex, OpenCode 2 1,582 tok
wraps-team/wraps wraps.dev AWS Email, SMS, & CDN, simple. 59 Claude Code, Codex, OpenCode 3 7,666 tok
typefully/agent-skills AI agent skills for drafting and scheduling social media posts via Typefully 59 Claude Code, Codex, OpenCode 2 1,036 tok
Chip-G0202/PaperEcho Hear echoes from the literature and find research leads worth pursuing. A Codex-based mult 59 Codex, OpenCode 1 13,794 tok
hermes-labs-ai/zer0dex hermes-labs.ai A local dual-layer memory pattern for AI agents: a compact, human-readable markdown index 59 Codex, OpenCode 1 308 tok
raphaeltm/simple-agent-manager simple-agent-manager.org Run multiple coding agents in parallel on your own cloud VMs. 59 Claude Code, Codex, OpenCode 33 8,677 tok
in-the-loop-labs/pair-review AI assisted code review with a human in the loop 59 Claude Code, Codex, OpenCode 6 3,794 tok
hodstack/hodstack Hodstack makes coding agents more productive. 59 Claude Code, Codex, OpenCode 2 1,850 tok
hyperb1iss/sibyl hyperb1iss.github.io Collective intelligence runtime for AI agents. Knowledge graph + persistent memory. 59 Claude Code, Codex, OpenCode 2 2,216 tok
quantskills/agent-quantspace AI-native quantitative research framework 59 Claude Code, Codex, OpenCode 2 2,304 tok
netlify/axis axis.run Open source tooling and scoring framework to measure how well services work for AI agents. 59 Codex, OpenCode 1 3,530 tok
AnomalyNTE/Anomaly NTE plugin framework and API. Heterogeneous plugin framework 59 Codex, OpenCode 1 2,177 tok
tuanductran/hr-skills hr-skills-web.vercel.app AI skills and technical recruiting knowledge for modern HR and talent acquisition teams. 59 Claude Code, Codex, GitHub Copilot, OpenCode 27 1,789 tok
omarshahine/findmy-cli Query Find My friend locations on macOS via UI automation, screenshots, and Vision OCR — s 59 Claude Code, Codex, GitHub Copilot, OpenCode 3 898 tok
AgriciDaniel/youtuber agricidaniel.github.io A source-cited YouTube brain: creator growth & strategy, the developer API, and paid adver 59 Claude Code, Codex, Gemini CLI, OpenCode 3 403 tok
boredape874/mcbejsonuimasterAI JSON UI mastery for AI 59 Codex, OpenCode 1 2,476 tok
agjs/gb10-clock-cap Capping GPU clocks on NVIDIA GB10: -12C peak temp, -36% GPU power, ~1.6% throughput cost. 59 Codex, OpenCode 1 1,319 tok
pedrobalsa/balsa-ui balsa-ui.com Agent-native, open-code Vue/React components with independent palettes, themes, and gradie 59 Codex, OpenCode 1 156 tok
bob-zebedy/CodexBar CodexBar is a macOS menu bar app for viewing local Codex account status, quotas, token usa 59 Claude Code, Codex, OpenCode 2 16,287 tok
agentcathq/webmcp-react React hooks for exposing your app's functionality as WebMCP tools - transport-agnostic, SS 59 Codex, OpenCode 1 1,648 tok
towardsai/agentic-ai-engineering-course 59 Codex, OpenCode 1 1,052 tok
greenpau/go-authcrunch authcrunch.com AuthCrunch provides Authentication, Authorization, and Accounting (AAA) Security Functions 59 Codex, OpenCode 18 1,232 tok
Tyuts/xiaobai-skills Beginner-friendly Codex skills starter pack and library curator 58 Codex, OpenCode 1 561 tok
DasDigitaleMomentum/opencode-processing-skills Skills, Agents and Tools for daily Work - espcially with GitHub as LLM Provider 58 Codex, OpenCode 1 2,098 tok
bladnman/planning_benchmark 58 Claude Code, Codex, Gemini CLI, OpenCode 3 583 tok
olafgeibig/knowledge-mcp A MCP server that is a locally running knowledge base with a hybrid vector and graph RAG e 58 Claude Code, Codex, OpenCode 2 1,515 tok
lktiep/cortex-hub hub.jackle.dev Self-hosted AI Agent Memory + Code Intelligence Platform — one MCP endpoint for persistent 58 Claude Code, Codex, Cursor, OpenCode 10 2,119 tok
dunialabs/peta-core peta.io The Control Plane for MCP — secure vault, managed runtime, audit trail, and policy-based a 58 Claude Code, Codex, Cursor, OpenCode 3 8,861 tok
AaronZ345/codebase-argus aaronz345.github.io Multi-agent codebase review for PRs, CI, and downstream fork syncs. 58 Claude Code, Codex, OpenCode 2 79 tok
appsoftwareltd/vscode-agent-kanban marketplace.visualstudio.com VS Code extension kanban board for agentic AI workflows 58 Codex, OpenCode 1 727 tok
cheolwanpark/snippets Automatically extracts, processes, and indexes code snippets from GitHub repositories into 58 Codex, OpenCode 1 564 tok
lee-to/ai-workspace AI Workspace - Give your AI agents memory that spans across projects. 58 Codex, OpenCode 1 1,489 tok