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
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
SUSTech-GenAI/awesome-researchclaw 🦞 A curated list of ResearchClaw ecosystem projects, AI research agents, autonomous paper 58 Codex, OpenCode 1 2,728 tok
bidewio/better-openclaw 58 Claude Code, Codex 4
lukascivil/json-difference lukascivil.github.io A simple way to find the difference between two objects or json diff 58 Claude Code, Codex, OpenCode 12 2,449 tok
anuragrpatil23/Thinking-Space 58 Claude Code, Codex, OpenCode 3 2,224 tok
parallized/maple 💭 A new approach to Agentic AI orchestration, featuring multi-tool self-orchestration, du 58 Codex, OpenCode 1 598 tok
MoonProxyHQ/moonproxy-desktop moonproxy.app MoonProxy Desktop - Cross-platform FRP desktop client (frpc GUI) for macOS and Windows. NA 58 Claude Code, Codex, OpenCode 2 3,886 tok
xenosaac/OpenBrowse xenosaac.github.io OpenBrowse is a macOS browser agent that gets things done on the web through autonomous ta 58 Claude Code, Codex 3
omnidraw/omnidraw Run your agents in an infinite canvas 58 Claude Code, Codex, OpenCode 2 2,617 tok
nutdnuy/webull-openapi-thai-lab 58 Claude Code, Codex, OpenCode 2 1,089 tok
remorses/agentmap A tree of your codebase at the start of every agent session. Like SKILL spec but for sourc 58 Codex, OpenCode 1 465 tok
oldskultxo/aictx aictx.org Repo-local continuity runtime for AI coding agents. Helps them continue from the same insp 58 Codex, GitHub Copilot, OpenCode 3 2,124 tok
DanWahlin/ai-agent-board Drag-and-drop Kanban board that delegates coding tasks to AI agents — GitHub Copilot, Clau 58 Claude Code, Codex, OpenCode 17 2,948 tok
AntSeed/antseed antseed.com AntSeed P2P AI Network - An open market for AI inference. No gatekeepers. 58 Claude Code, Codex, OpenCode 5 2,525 tok
Harzva/learn-likecc Claude Code source code reverse-recovery project | Source map reverse engineering · archit 58 Claude Code, Codex, Cursor, OpenCode 15 146 tok
htylab/tigerbx Deep-learning framework for MRI segmentation 58 Codex, OpenCode 1 904 tok
AmadeusITGroup/otter amadeusitgroup.github.io The Otter project is a highly modular framework whose goal is to provide a common platform 58 Claude Code, Codex, OpenCode 3 809 tok
saffron-health/opencode-gui marketplace.visualstudio.com OpenCode GUI extension for VSCode 58 Claude Code, Codex, OpenCode 34 790 tok
mps-team-cn/Multiple_personality_system_wiki An open knowledge base on multiple selves / multiple consciousness systems (Markdown-drive 58 Codex, OpenCode 1 5,095 tok
byteowlz/oqto got tentacles? 58 Claude Code, Codex, OpenCode 2 834 tok
PromptExecution/just-mcp mcp server for just 58 Claude Code, Codex, OpenCode 2 1,019 tok
cagedbird043/fcm-hosts-next cagedbird.cn FCM hosts generator and publisher for direct Google push connectivity. 58 Claude Code, Codex, OpenCode 2 414 tok
validatedev/Clamper The app that "clamps" your precious menu bar. 58 Claude Code, Codex, OpenCode 2 1,327 tok
Camil-H/cli-agent-lint Is your CLI ready for AI agents? Automated checks to ensure optimum agentic CLI use: don't 58 Codex, OpenCode 1 466 tok
abap2UI5/samples Learn the abap2UI5 basics — 100+ ready-to-run apps, from a two-line Hello World to complet 58 Claude Code, Codex, OpenCode 3 28,228 tok
Open-Systems-Pharmacology/OSPSuite-R open-systems-pharmacology.org R package for the OSPSuite 58 Claude Code, Codex, GitHub Copilot, OpenCode 3 5,462 tok
ma-nucho-pro/wife Local, persistent and auditable memory layer for Claude Code, Codex, Cursor & Gemini CLI. 58 Claude Code, Codex, OpenCode 2 1,346 tok
ZengLiangYi/ChatCrystal zengliangyi.github.io Local-first AI PKM for coding conversations: import Claude Code/Cursor/Codex, distill note 58 Codex, OpenCode 1 3,013 tok
RohanAnandPandit/trading212-mcp-server docs.trading212.com The Trading212 MCP server is a Model Context Protocol server implementation that provides 58 Codex, OpenCode 2 260 tok
AgriciDaniel/gogh agricidaniel.github.io Gogh is a source-cited Obsidian operating brain that turns six frontend design skills into 58 Claude Code, Codex, Gemini CLI, OpenCode 3 436 tok
timothy-agent/timothy The open-source control plane for your personal AI workforce. Run your own AI agents. Your 58 Claude Code, Codex, OpenCode 2 3,195 tok
sands-lab/nika sands-lab.github.io A Network Arena for Benchmarking AI Agents on Network Troubleshooting 58 Claude Code, Codex, OpenCode 2 757 tok
spboyer/sensei spboyer.github.io Skill for iteratively improving SKILL.md frontmatter compliance using the Ralph loop patte 58 Codex, GitHub Copilot, OpenCode 2 2,289 tok
fehbari/sunshine-scripts Scripts for Sunshine game stream host. 58 Codex, OpenCode 1 1,288 tok
netresearch/claude-code-marketplace netresearch.github.io Curated Agent Skills collection for AI-assisted development. Open standard — agentskills.i 58 Claude Code, Codex, Gemini CLI, OpenCode 3 2,314 tok
fabb/WigAI Bitwig Controller Extension that provides an MCP Server for AI Agent control 58 Claude Code, Codex, OpenCode 49 447 tok
LaplaceYoung/oh-my-dsh oh-my-dsh: a plugin ecosystem for DSH (DeepSeek Harness)—700+ plugins registered solely th 58 Codex, OpenCode 1 1,089 tok
whoamihappyhacking/lazycat-skills A set of AI agent skills designed specifically for developers of the LazyCat MicroServer p 58 Codex, OpenCode 1 1,267 tok
mattwynne/yaks Shared Discovery Trees in the CLI for teams of humans and robots 58 Claude Code, Codex, OpenCode 8 1,106 tok
swimmwatch/cloakbrowser-mcp swimmwatch.github.io ⚡ CloakBrowser MCP server for AI agents: Playwright-powered browsing, clean tool forwardin 58 Claude Code, Codex, GitHub Copilot, OpenCode 17 2,684 tok
motherduckdb/agent-skills Opinionated AI agent skills for building applications with MotherDuck 58 Claude Code, Codex, Gemini CLI, OpenCode 3 4,317 tok
jeremylongshore/excel-analyst-pro-skill-md claudecodeplugins.io Professional financial modeling toolkit for Claude Code with auto-invoked Skills. Build DC 58 Claude Code, Codex, OpenCode 2 919 tok
sazardev/networking-with-go sazardev.github.io This is the ultimate, fun, and hands-on guide to mastering network programming with Go. Wh 58 Claude Code, Codex, OpenCode 14 1,572 tok
mikkovihonen/quadletman mikkovihonen.github.io Web application for managing rootless podman containers with quadlets and systemd 58 Claude Code, Codex, GitHub Copilot, OpenCode 3 16,535 tok
get-convex/agent-skills Convex Skills for Agents 58 Codex, OpenCode 1 556 tok
sageox/ox sageox.ai The hivemind for AI coding agents — persistent team context recorded once and recalled acr 58 Claude Code, Codex, Gemini CLI, OpenCode 36 4,365 tok
singhharsh1708/scrollcraft scrollcraft-gilt.vercel.app AI-powered scroll website builder — hosted app, plus a Claude Code skill: /plugin marketpl 58 Claude Code, Codex, OpenCode 2 79 tok
deliveryhero/asya asya.sh 🎭 Distributed Actor Mesh on K8s for AI Agents 58 Claude Code, Codex, Gemini CLI, OpenCode 4 4,426 tok
unblocked/repo-rules-agent Extract and index AI coding instructions from rules files 58 Claude Code, Codex, OpenCode 3 849 tok