How real projects configure their agents

44,996 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 agents8,544Claude Code6,892Git and workflow3,622Data and AI3,580Backend and APIs3,558Languages3,492Planning3,321Code review2,907Testing2,690DevOps and cloud2,489Writing and docs2,484Memory and context2,374Research2,321Frontend2,311Security2,178Project management1,971

All Claude Code32,539 Codex24,879 OpenCode23,799 GitHub Copilot3,723 Gemini CLI2,040 Cursor1,772 Windsurf202 Kiro116

Project Stars Configures Files Always loaded
ailinter/ailinter ailinter.dev Open-source AI linter and safety visor for AI-assisted development 11 Codex, GitHub Copilot, OpenCode 2 3,514 tok
swoelffel/claw-pilot clawpilot.eu Multi-agent orchestration runtime with task board, flow engine, budget control, MCP integr 11 Claude Code 1 4,156 tok
yourhq/yourhq yourhq.ai Self-hosted AI agent operations platform. One UI, many agents, your infrastructure. Apache 11 Claude Code, Codex, OpenCode 2 3,928 tok
lehuannhatrang/opsgentic OpsGentic — AI Agents for DevOps Automation. Self-healing Kubernetes with AI agents. 11 Claude Code 1 56 tok
ubcent/velar Local Privacy Firewall for AI 11 Claude Code 1 1,154 tok
agent-sh/agent-knowledge Research guides and RAG indexes for AI agent development 11 Codex, OpenCode 1 13,689 tok
amitshekhariitbhu/language-experiments outcomeschool.com AI Agent that deepens your understanding of programming languages through experiments that 11 Claude Code 1 633 tok
2oaJ/SwiftlyS2-Toolkit SwiftlyS2 plugin development toolkit for VS Code Copilot (agents, prompts, skills) 11 Codex, OpenCode 1 490 tok
thoreinstein/beads-workflow A high-stakes engineering workflow extension for the Gemini CLI, powered by Beads (issue t 11 Gemini CLI 1 874 tok
TheDartsCo/orbit A cross-platform desktop app for searching, reading, and resuming local AI coding-agent se 11 Codex, OpenCode 1 2,041 tok
krusemediallc/cursor-ad-agent skool.com Create AI marketing videos and images from inside Cursor. Human-approved Meta ad workspace 11 Claude Code, Codex, OpenCode 16 2,313 tok
mmartinez/postern Credential-brokering HTTPS proxy for AI agents — brokers 1Password & Bitwarden secrets at 11 Claude Code, Codex, OpenCode 3 2,901 tok
Day1Labs/OpenAva day1-labs.com Your Personal AI Agent Teams. 11 Codex, OpenCode 1 550 tok
openafw/agentzt openguardrails.com Zero Trust for AI Agents 11 Claude Code 1 1,360 tok
macromania/agentop Outcome-focused parallel agent desktop application that replaces chat-driven AI workflows 11 Claude Code, Codex 15 —
DaveVoyles/resume-builder Evidence-backed resume workspace tooling for AI-assisted job searches. 11 Claude Code, Codex, OpenCode 2 2,220 tok
hackyguru/clawcage clawcage.hackyguru.com Air-gapped Linux VM on your Mac for running Open Claw and other AI agents 11 Claude Code, Gemini CLI 2 7,193 tok
Shashank2577/hesoyam-for-claude-code HESOYAM — The cheat code for Claude Code. Health + Armor + $250K. One install for orchestr 11 Claude Code 5 —
benchflow-ai/agents Minimal coding agents, easy to play with (opencode TUI) and easy to benchmark (ACP on Benc 11 GitHub Copilot 1 378 tok
sign-protocol/sign-tools sign-protocol.github.io Reference implementations and utilities for SIGN (Sigil Intelligence Graph Notation) — sig 11 Codex, GitHub Copilot, OpenCode 2 1,235 tok
muneebhashone/auren-content Multi-LLM content strategy dashboard — research-grounded weekly social calendar for X, Lin 11 Claude Code, Codex, OpenCode 2 79 tok
cuongtl1992/vibe-skills The Skills collection for Claude Code 11 Claude Code 1 806 tok
MykytaMorachovEpam/obsidian-wiki Insired by @karpathy . A personal knowledge base maintained by an LLM agent inside an Obsi 11 Claude Code, Codex, OpenCode 2 5,175 tok
lotengdev/lotengdev-web lotengdev.github.io Lotengdev Website Source 11 Codex, OpenCode 1 1,176 tok
orif1n/kirim-saas kirimsaas.com 11 Codex, OpenCode 1 7,673 tok
PyAutoLabs/PyAutoArray Array and grid manipulation for the PyAuto ecosystem 11 Claude Code, Codex, GitHub Copilot, OpenCode 5 2,026 tok
UtroYAKQ/AI-Friendly-Project-Template 11 Claude Code, Codex, OpenCode 2 444 tok
CognicellAI/Cognition cognition-black.vercel.app The foundational layer for trusted, executable AI platforms. 11 Claude Code, Codex, OpenCode 3 4,360 tok
aontu-lang/aontu Ontology support system for agent development 11 Claude Code, Codex, OpenCode 2 2,234 tok
chenzc24/t28-ioring 11 Claude Code, Codex, OpenCode 2 2,773 tok
SpillwaveSolutions/wiki_ticket_sdd Local-first, git-native visible-WIP work tracking (worklog) + Claude Code plugin 11 Claude Code, Codex, Cursor, OpenCode 21 1,508 tok
bgreenwell/statlingo bgreenwell.github.io Explain Statistical Output with Large Language Models 11 Claude Code, Codex, OpenCode 2 2,235 tok
ecorkran/ai-project-guide AI Project Structure for reference. Included with context-forge and works automatically. 11 Claude Code, Codex, OpenCode 4 7,949 tok
projectbluefin/lab factory.projectbluefin.io Bluefin QA pipeline — Argo Workflows, KubeVirt, behave/dogtail GNOME smoke tests 11 Codex, GitHub Copilot, OpenCode 2 1,635 tok
rien7/twitter-extension-api 11 Codex, OpenCode 1 2,241 tok
dark-builders/darq darq.sh A dark software factory: software that writes itself — and gets smarter without you in bet 11 Claude Code, Codex, OpenCode 2 1,590 tok
cdskill/qalma qalma.dev Angular-first, headless rich text editor toolkit built on ProseMirror — lightweight, signa 11 Codex, OpenCode 1 1,122 tok
superalp1985/fame-knowledge-agent-gateway A universal external memory and tool-governance gateway for coding agents, with FAME route 11 Codex, OpenCode 1 663 tok
vien-meng/vien-skills Skills for fully automated one-click development and delivery of complete projects with AI 11 Codex, OpenCode 1 1,008 tok
RooAGI/Lint-AI rooagi.github.io Persistent memory layer for AI coding agents — current-state retrieval that knows what is 11 Claude Code, Codex, OpenCode 2 222 tok
Awesome-Embedded-Learning-Studio/CFDesktop awesome-embedded-learning-studio.github.io This is a Repo that Desktop can be deployed on Any Embedded Device enable to run Qt 11 Claude Code, Codex, OpenCode 11 556 tok
LayZeeDK/angular-typechecker A type-checker (no build/emit) for Angular projects, including libraries. Perfect for Agen 11 Claude Code, Codex, OpenCode 5 16,893 tok
12-Studio/Tackl tackl.netlify.app The ultimate starter kit for React, using NextJS 11 Claude Code, Codex, OpenCode 2 4,330 tok
ripgrim/spotless keep your downloads folder spotless 11 Codex, OpenCode 1 1,481 tok
marconae/ghbrk A credential broker that gives coding agents git and gh access without exposing SSH keys o 11 Claude Code, Codex, OpenCode 2 172 tok
braedonsaunders/openstudio openstudio.cafe Real-time collaborative music studio with sub-30ms latency. Jam with anyone, anywhere in y 11 Claude Code, Codex, OpenCode 2 1,198 tok
NePixe1/AgentHalo An ambient desktop status light for coding agents. 11 Codex, OpenCode 1 2,212 tok
fenre/splunk-monitoring-use-cases 11 Codex, OpenCode 1 6,009 tok
moasq/agentic-ship Open-source toolkit for shipping real products with coding agents: durable product contrac 11 Claude Code, Codex, OpenCode 4 12,260 tok
tngwilkins/agentic-engineering-starter-pack A repository template for building software with AI agent collaboration. Create a new repo 11 Codex, OpenCode 1 2,852 tok