How real projects configure their agents

22,109 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 agents7,557Claude Code6,620Data and AI3,682Backend and APIs3,496Languages3,401Planning3,217Git and workflow3,165Code review2,733Testing2,364Memory and context2,364DevOps and cloud2,310Writing and docs2,303Research2,297Frontend2,252Security2,013Productivity1,710

All Claude Code31,977 Codex23,157 OpenCode22,109 GitHub Copilot3,551 Gemini CLI1,917 Cursor1,739 Windsurf129 Kiro79

Project Stars Configures Files Always loaded
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 16,268 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
mouse-lin/finesse-brief 59 Claude Code, Codex, GitHub Copilot, OpenCode 3 19,678 tok
zavora-ai/computer-use-mcp High Performance MCP server + client for Windows and macOS computer control built in Rust. 59 Codex, OpenCode 1 9,545 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 20 1,395 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 2,225 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
SUSTech-GenAI/awesome-researchclaw 🦞 A curated list of ResearchClaw ecosystem projects, AI research agents, autonomous paper 58 Codex, OpenCode 1 2,728 tok
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
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 28,987 tok