How real projects configure their agents

32,566 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 agents8,593Claude Code6,906Git and workflow3,640Data and AI3,579Backend and APIs3,563Languages3,497Planning3,327Code review2,909Testing2,708DevOps and cloud2,500Writing and docs2,487Memory and context2,373Frontend2,320Research2,320Security2,182Project management1,993

All Claude Code32,566 Codex24,956 OpenCode23,878 GitHub Copilot3,727 Gemini CLI2,042 Cursor1,771 Windsurf203 Kiro118

Project Stars Configures Files Always loaded
isatimur/presentation-md presentation-md.vercel.app Turn rough notes into a polished, schema-validated slide deck in any AI agent — export edi 4 Claude Code 2 —
alo-exp/multai multai.alolabs.dev Generic multi-AI orchestration platform: Playwright engine, 7 AI platforms, rate limiter, 4 Claude Code 1 1,904 tok
SteveGrosbois/tidal-cli A headless Python CLI for interacting with the Tidal music streaming API, designed for LLM 4 Claude Code 1 307 tok
alexpialetski/doccraft npmjs.com Documentation and project-story skills (ADR, story, queue-audit, session-wrap) for Claude 4 Claude Code 1 1,638 tok
KashZod/sap-atc-checker SAP ATC Checker - Run ABAP Test Cockpit checks with any check variant via SAP ADT API 4 Claude Code 1 211 tok
junianwoo/claude-toad npmjs.com One command. Your entire Claude Code setup. Done. 4 Claude Code 4 —
mikestangdevs/craft-skills Skills that make an agent treat code like something you'll have to maintain. Straight, opi 4 Claude Code 1 1,979 tok
BowennCAI/claude-job-slayer Local-first job hunt workflow on Claude Code: 4-version LaTeX CV + AI cover letters + Clau 4 Claude Code 2 1,571 tok
vcode-sh/dokploy-mcp npmjs.com MCP server for Dokploy. Two tools up front, 524 generated procedures underneath. Real depl 4 Claude Code, Codex, OpenCode 2 769 tok
verygoodplugins/mcp-edd MCP server for Easy Digital Downloads REST API - sales, customers, products, and analytics 4 Claude Code 1 340 tok
roodlicht/accans-sec-skills accans.com 47 Claude skills for security tradecraft across AppSec, Pentest, Blue Team, and GRC. NL/EU 4 Claude Code 1 1,960 tok
christianb93/WikiSpec A spec driven development framework that maintains an LLM wiki 4 Claude Code 1 431 tok
froster02/mini-Brain_skills A set of Claude Code Skills modeled after distinct human thinking patterns (brainstorm, th 4 Claude Code 1 1,003 tok
piotrkowalczuk/zordon zordon.io Give every parallel coding agent its own local stack and develop with guardrails. 4 Claude Code, Codex, OpenCode 5 2,043 tok
Trystan-SA/postkit npmjs.com A Claude-Code-native workspace for social-media posts 4 Claude Code 1 1,077 tok
yegor256/critic A collection of skills for an AI agent that helps writing texts 4 Claude Code 1 101 tok
jamestkelly/diffler Generate comprehension quizzes from Git branch diffs for Claude Code, OpenCode, and pull-r 4 Claude Code, Codex, OpenCode 2 743 tok
vikxlp/rocky Makes your AI coding agent talk and think like Rocky, the Eridian engineer from Andy Weir' 4 Claude Code 1 1,026 tok
ananthanandanan/skills Skills I use for my agentic engineering workflow. 4 Claude Code 1 1,595 tok
basteez/java-skills A collection of java skills for claude code 4 Claude Code 1 328 tok
NTCHz/off-by-none Claude Code skill for spec-faithful implementation: spec-derived tests, mandatory boundary 4 Claude Code, Codex 1 389 tok
5kahoisaac/skillless You don’t need to be skillful — your agent’s got all the skills. Being skillless is totall 4 Claude Code, Codex, OpenCode 2 602 tok
orkestre-ai/orkestre-engaging-networks Agent skills for Engaging Networks API integrations 4 Claude Code 1 568 tok
hereinthehive/kickstart A Claude Code starter — fork, run /onboarding, and Claude sets itself up for your project 4 Claude Code 4 459 tok
rolandbrecht/agent-skills A collection of shareable, high-quality AI coding agent skills and workflows. These skills 4 Claude Code, Codex, OpenCode 2 1,084 tok
oyusypenko/creo AI-powered design review, UX analysis, SEO audit, content generation, DevOps & testing too 4 Claude Code 1 1,056 tok
computerlovetech/skills Agent skills published by computerlove.tech <3 4 Claude Code, Codex, OpenCode 2 251 tok
gabrieldabbah/genesis Ultimate Opus 5 builder. Creates and transforms any setup into the ultimate setup for gene 4 Claude Code 3 3,437 tok
cilidinezy-commits/doc-harness Document-based project control for AI-human collaboration: an append-only event log plus a 4 Claude Code, Codex, OpenCode 2 3,765 tok
marek-kujda/ad-copy-skill-pack linkedin.com Generate, audit, and refresh Google Ads responsive search ad copy in 6 languages. 10 Claud 4 Claude Code 1 1,012 tok
ishands/upstack An open-source framework that configures AI as a genuine tutor — not an answer machine. 4 Claude Code, Codex, OpenCode 2 2,396 tok
MrSGSA/math-modeling-skill-dify A mathematical modeling Agent Skill and Dify Jiuku multimodal MCP bridge that can be dragg 4 Claude Code, Codex, OpenCode 2 881 tok
conallob/o11y-analysis-tools Various static analysis and testing tools for managing PromQL compatible monitoring stacks 4 Claude Code, Codex, OpenCode 2 6,150 tok
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
xonika9/agent-skills skills.sh Practical Agent Skills for source-backed research, controlled browser sessions, idea criti 4 Claude Code, Codex, OpenCode 2 758 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 5,387 tok
DaleStudy/skills skills.sh 🛠️ Agent skill. 4 Claude Code, Codex, OpenCode 2 1,568 tok
tooppoo/enozunu 4 Claude Code, Codex, OpenCode 2 680 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
BayramAnnakov/eval-coach Agent Skill for Evaluation-Driven Development (EDD) - guide AI evaluation strategies with 4 Claude Code 1 887 tok
Renn-Labs/Looptimal Looptimal — turn an objective into a delivered, VERIFIED outcome: a sealed acceptance suit 4 Claude Code 1 449 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
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