How real projects configure their agents

32,006 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 agents7,609Claude Code6,644Data and AI3,677Backend and APIs3,502Languages3,403Planning3,220Git and workflow3,193Code review2,743Testing2,377Memory and context2,363DevOps and cloud2,314Writing and docs2,311Research2,293Frontend2,259Security2,022Productivity1,721

All Claude Code32,006 Codex23,251 OpenCode22,198 GitHub Copilot3,552 Gemini CLI1,917 Cursor1,737 Windsurf138 Kiro81

Project Stars Configures Files Always loaded
christophecapel/claude-mechanisms Operating mechanisms for Claude Code. Not rules. Not principles. Mechanisms with triggers, 4 Claude Code 1 185 tok
celticht32/Couchbase-Skills-for-Claude.ai This is a collection of skills I have created for Couchbase for Claude.ai 4 Claude Code 1 917 tok
augchan42/inkstone sixlines.online 硯台 — Claude Code skills for creative and design workflows. Ink painting prompts from class 4 Claude Code, Codex, OpenCode 2 3,062 tok
buildinternet/releases-cli releases.sh Agent-friendly CLI for searching the Release Index catalog of release notes, changelogs, a 4 Claude Code, Codex, OpenCode 4 5,147 tok
DaleStudy/skills skills.sh 🛠️ Agent skill. 4 Claude Code, Codex, OpenCode 2 1,621 tok
mdsohaib/screenshot-time-machine Screenshot Time Machine is like a Wayback Machine for your own website, a visual archive o 4 Claude Code, Codex, OpenCode 2 984 tok
retz8/pastiche drawing UI consistently with agents, at the top of Design System + Component Library 4 Claude Code 1 761 tok
hraness/wrench wrench.rip Open-source CLI and TypeScript SDK for precise web capabilities for AI agents: page captur 4 Claude Code, Codex, OpenCode 13 5,061 tok
mutagent-io/skills mutagent.io Official MutagenT skills for AI coding agents — Claude Code plugin marketplace for prompt 4 Claude Code 1 3,080 tok
joris887/exosuit exosuit.sh Suit up. Build anything. A drop-in engineering organization for Claude Code — deep idea in 4 Claude Code, Codex, OpenCode 13 1,654 tok
BayramAnnakov/eval-coach Agent Skill for Evaluation-Driven Development (EDD) - guide AI evaluation strategies with 4 Claude Code 1 887 tok
natnew/Awesome-Agentic-Engineering natnew.github.io A curated map of agentic AI systems — covering architectures, frameworks, memory, evaluati 4 Claude Code, Codex, GitHub Copilot, OpenCode 7 8,153 tok
Renn-Labs/Looptimal Looptimal — turn an objective into a delivered, VERIFIED outcome: a sealed acceptance suit 4 Claude Code 1 449 tok
The-Utopia-Studio/skills the-utopia-studio.github.io AI skill marketplace for The Utopia Studio — four modules (GTM, Product, Investments, Foun 4 Claude Code, Codex, GitHub Copilot, OpenCode 3 948 tok
initxy/ai-native Make any repo AI native — fewer skills, conventions over steps, so any agent can cold-star 4 Claude Code, Codex, OpenCode 2 335 tok
thangnguyenworkspace/industry-pulse Watchlist-driven intelligence pipeline crawling LinkedIn, X, RSS, and email into one neutr 4 Claude Code, Codex, OpenCode 2 1,581 tok
FelixGraeber/claude-aso-audit-skill ASO audit skill pack for Claude Code: audit App Store and Google Play listings, keywords, 4 Claude Code 1 403 tok
tjcages/skills Methodology-first Agent Skills monorepo (Linear, constitution, accept-gated AI, and more) 4 Claude Code, Codex, OpenCode 2 736 tok
adaline/skills adaline.ai Skills that guide AI coding agents to integrate with the Adaline platform — send traces, m 4 Claude Code, Codex, OpenCode 5 871 tok
lossless-group/lossless-agent-skills lossless-group.github.io Pi & Agent-Skills-standard skills used by The Lossless Group. Starting with context-vigila 4 Claude Code 1 1,125 tok
karon-hyppolite/agent-skills AI coding agent skills for React/Next.js performance, UI design audits, and claimable Verc 4 Claude Code, Codex, OpenCode 2 755 tok
Elnora-AI/elnora-plugins elnora.ai Elnora AI plugins marketplace — universal Agent Skills + MCP for bioprotocol generation 4 Claude Code, Codex, OpenCode 2 1,974 tok
zerocracy/zealot A set of skills for an extremely disciplined AI agent helping maintain a GitHub repository 4 Claude Code 1 104 tok
BambooGap/skills-orchestrator pypi.org Govern, audit, and ship AI-agent skills with policy checks, evidence, SBOM, and MCP. 4 Claude Code, Codex, OpenCode 2 927 tok
roslove44/brand-artisan roslove44.github.io Turn JSX into brand images (Open Graph, social posts, banners). No browser, no Figma, no s 4 Claude Code 2 1,598 tok
ddtcorex/maestro-skills Universal AI Agent Development Skills Hub & Cordis Plugin for Govard, Magento 2, Laravel. 4 Claude Code, Codex, OpenCode 2 5,119 tok
tph-kds/deckforge tph-kds.github.io DeckForge is a multi-agent skills repository for planning, designing, implementing, auditi 4 Claude Code, Codex, OpenCode 2 590 tok
sandover/agent-skills codex and claude skills repo 4 Claude Code, Codex, OpenCode 2 27 tok
fortrabbit/agent-skills fortrabbit.com Agent skills for fortrabbit, the managed PHP hosting platform. Set up, deploy and debug La 4 Claude Code, Codex, GitHub Copilot, OpenCode 3 3,441 tok
ainova-systems/intelligence-sync Archived - replaced by the Intelligence CLI (Single source of truth for AI coding rules ac 4 Claude Code 1 386 tok
ethanolivertroy/drata-cli Unofficial generated CLI for Drata's public API, built from published OpenAPI specs and op 4 Claude Code, Codex, OpenCode 2 324 tok
Elnora-AI/elnora-cli elnora.ai Elnora CLI — command-line interface for the Elnora bioprotocol platform 4 Claude Code 1
Kit4Some/Oh-my-ClaudeClaw Autonomous AI assistant plugin for Claude Code — 5 MCP servers, 21 skills, 3-tier persiste 4 Claude Code 1 5,761 tok
sbhooley/ainl-cortex ainativelang.com Graph-native memory and self-learning for Claude Code. Every session remembered, every pat 4 Claude Code 1 5,943 tok
Sri-Ln/rolecraft JD-driven study companion: paste a job description, get back what to study, what to build, 4 Claude Code, Codex, OpenCode 2 1,547 tok
jthingelstad/mb Command-line micro.blog client designed for agent use — agent-friendly output, composable 4 Claude Code, Codex, OpenCode 2 2,302 tok
agentmessaging/agent-identity agentids.org Agent Identity (AID) - authentication and authorization for AI agents using Ed25519 crypto 4 Claude Code 1 2,551 tok
backchainai/backchain-plugins backchain.ai Claude Code plugins by Backchain. Practical agent skills authored to the agentskills.io sp 4 Claude Code 1 770 tok
Blakeem/AI-Prompt-Guide-MCP aipromptguide.com Deprecated. MCP server and Claude Code plugin with task driven agent orchestration workflo 4 Claude Code, Codex, OpenCode 2 2,900 tok
Guild-Agents/guild guildagents.dev Spec-driven development for Claude Code. Design docs before code, structured pipeline with 4 Claude Code 1 1,440 tok
osouthgate/agent-plus A framework for building deterministic CLI tools that Claude Code shells out to. Universal 4 Claude Code, Codex, OpenCode 5 2,436 tok
justincampbell/gh-watch Watch GitHub resources for state changes 4 Claude Code 1 688 tok
macakdev/GC-MCP MCP server that connects AI assistants to your Garmin Connect data — health metrics, train 4 Claude Code 1 1,152 tok
e1024kb/wise-claude A Claude Code copilot: flat /wise-* slash commands, a workflow engine, and autonomous git 4 Claude Code, Codex, OpenCode 2 944 tok
tjdwls101010/Harness-Creator Create, validate, and maintain project-specific Claude Code harnesses through a structured 4 Claude Code, Codex, OpenCode 2 1,044 tok
ramybarsoum/prodkit PM toolkit for Claude Code. Feature spec interviews, doc reviews, impact sizing, prioritiz 4 Claude Code 1 3,859 tok
rafael-adcp/kraken One head, many tentacles — a task queue built on GitHub Issues where named agent workers ( 4 Claude Code, Codex, OpenCode 4 1,697 tok
ryanzhao1011/workframe A Claude Code workflow framework for product managers: project documentation management an 4 Claude Code 1 1,280 tok
markusbegerow/board-of-directors markus-begerow.de AI-powered Board of Directors for multi-perspective strategic decisions. 10 director arche 4 Claude Code, Codex, OpenCode 3 1,299 tok
OpenAnalystInc/10x-analyst-loop openanalystinc.github.io Supercharged Agentic Analysis Swarm — Multi-agent Claude Code plugin for end-to-end data a 4 Claude Code 1 2,461 tok