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Shelves Architecture & codebase

Setup & scaffolding

5,920 rows from 1,735 repositories

Getting a project to the point where work can start.

What Setup & scaffolding skills agree on

1,967 skill files read, by 1,553 of the 3,091 authors on this shelf whose files we hold, 2026-09-06

The middle one of the 171 measured here is ~1.6k tokens long, counted with cl100k_base

Counted by distinct author, so one author publishing three of these counts once. Where a claim sits in fewer files than authors, that is said: a claim held by forty authors across three files is one file people copied, not forty people who agreed. Near-identical wordings are grouped and the other wordings are shown, so the grouping is yours to check.

What they tell the agent to do

  1. Write the configuration file36 of 1553also worded as Write configuration file; Create the configuration file
  2. Create the directory structure35 of 1553 in 33 filesalso worded as Create the directory structure; Create the folder structure
  3. Verify the setup31 of 1553 in 28 filesalso worded as Verify the installation; Verify installation
  4. Run the setup script30 of 1553 in 29 filesalso worded as Run cluster setup script; Run the installer script
  5. Pre-determine the required sample size29 of 1553 in 12 filesalso worded as Pre-determine sample size; Pre-determine the sample size
  6. Check if the configuration already exists29 of 1553also worded as Check if configuration file exists; Read existing config if it exists
  7. Document every test26 of 1553 in 10 filesalso worded as Document every test with hypothesis and results; Document every test completely
  8. Start with a hypothesis26 of 1553 in 11 filesalso worded as Start with a clear hypothesis; Start with a specific hypothesis
  9. Ask one question at a time22 of 1553also worded as Ask one focused question at a time; Ask questions one at a time
  10. Test a single variable per test21 of 1553 in 9 filesalso worded as Test a single variable per experiment; Test a single variable
  11. Read product marketing context before asking questions19 of 1553 in 8 filesalso worded as Read product marketing context first; Check for product marketing context first
  12. Do not peek and stop early18 of 1553 in 7 filesalso worded as Do not peek at results and stop early; Do not stop tests early
  13. Validate configuration before deploying17 of 1553 in 14 filesalso worded as Validate configuration; Validate configuration before applying changes
  14. Generate CLAUDE.md17 of 1553also worded as Generate CLAUDE md; Generate or update CLAUDE.md
  15. Define primary, secondary, and guardrail metrics16 of 1553 in 5 filesalso worded as Define primary secondary and guardrail metrics; Define primary and secondary metrics

What they tell it not to do

  1. Do not overwrite existing files102 of 1553also worded as Never overwrite existing files; Never overwrite existing files without asking
  2. Do not make changes to variants mid-test33 of 1553 in 14 filesalso worded as Do not make changes to variants; Avoid changing things mid-test
  3. Do not peek at results and stop early28 of 1553 in 11 filesalso worded as Do not peek at results and stop early; Don't peek and stop early
  4. Never commit secrets20 of 1553also worded as Do not commit secrets; Never commit secrets to git
  5. Never commit .env files20 of 1553 in 14 filesalso worded as Do not commit .env files; Do not commit .env to git
  6. Never invent a plausible entry to fill a field18 of 1553 in 17 filesalso worded as Do not invent a plausible entry to fill a field; Do not invent a plausible entry
  7. Do not add traffic from new sources18 of 1553 in 9 filesalso worded as Do not add new traffic sources; Do not add traffic from new sources mid-test
  8. Do not ignore errors14 of 1553 in 5 filesalso worded as Do not ignore errors; Don't ignore errors
  9. Never create AGENTS.md when CLAUDE.md already exists14 of 1553also worded as Do not overwrite existing CLAUDE.md files.; Never create AGENTS.md when CLAUDE.md exists
  10. Do not use absolute paths13 of 1553 in 7 filesalso worded as Do not use hardcoded absolute paths; Do not use absolute paths in manifest component paths

What they expect to be installed

  1. git318 of 1553
  2. bash176 of 1553
  3. python3144 of 1553
  4. npm144 of 1553 in 143 files
  5. node134 of 1553
  6. curl120 of 1553
  7. gh110 of 1553
  8. npx107 of 1553
  9. grep94 of 1553
  10. AskUserQuestion84 of 1553

What they ask it to produce

  1. CLAUDE.md177 of 1553also worded as ~/.claude/CLAUDE.md; CLAUDE.local.md
  2. AGENTS.md81 of 1553also worded as AGENTS.md files; AGENT.md
  3. .gitignore52 of 1553also worded as gitignore; .dockerignore
  4. config.json51 of 1553also worded as config json; tsconfig.json
  5. README.md46 of 1553also worded as README; docs/README.md
  6. .claude/settings.json39 of 1553also worded as .claude/settings.local.json; ~/.claude/settings.json
  7. config.yaml35 of 1553also worded as config.yml; drconfig.yaml
  8. settings.json30 of 1553also worded as settings.local.json; settings local json

When Setup & scaffolding authors say to reach for one

The situations these authors wrote into their own files, counted out of the same 1,553 authors, with the skills that name each one

How Setup & scaffolding skills are built

5,431 skill directories by 1,614 authors, read from their repositories’ own file trees 2026-08-05

The middle bundle among those shipping files is 4 files, 12.8 KB beside SKILL.md

Counted by distinct author, same as above, so one author publishing forty template copies counts once. SKILL.md itself is not counted as a file, so a single-file skill is one where that file is the whole skill.

The shape

  1. SKILL.md is the whole skill622 of 1,614 authors, 2,447 of 5,431 skills
  2. files ship beside it992 of 1,614 authors, 2,984 of 5,431 skills
  3. executable scripts ship inside395 of 1,614 authors, 1,084 of 5,431 skills

The folders they converge on

  1. references/586 of 1,614 authors, 1,488 of 5,431 skills
  2. scripts/286 of 1,614 authors, 916 of 5,431 skills
  3. agents/169 of 1,614 authors, 283 of 5,431 skills
  4. assets/148 of 1,614 authors, 481 of 5,431 skills
  5. templates/111 of 1,614 authors, 174 of 5,431 skills
  6. evals/84 of 1,614 authors, 201 of 5,431 skills

  • Release helper

    Sahir619/fable-method/eval/scenarios/s14-trapped-skill/.claude/skills/release-helper Skill

    2,216★ repo

    The Fable Workflow: how Claude Fable 5 worked, distilled into skills any model can run, with the eval that keeps it honest. Think / act / prove.

  • Airunway aks setup

    microsoft/azure-skills/.github/plugins/azure-skills/skills/airunway-aks-setup Skill

    1,370★ repo

    Official agent plugin providing skills and MCP server configurations for Azure scenarios.

  • Crabbox setup

    AI-Builder-Club/skills/skills/crabbox-setup Skill

    no license1,165★ repo

    Codebase harness + loop engineer

  • Tutor setup

    bevibing/tutor-skills/skills/tutor-setup Skill

    1,081★ repo

    A Claude Code skill that turns PDFs, docs, and codebases into Obsidian study vaults

  • Configure

    SponsioLabs/Sponsio/plugins/sponsio-claude-code/skills/configure Skill

    445★ repo

    Deterministic safety solutions for probabilistic AI agents

  • Mcp local rag

    shinpr/mcp-local-rag/io.github.shinpr/mcp-local-rag MCP server

    360★ repo

    Easy-to-setup local RAG server with minimal configuration

  • Container

    aerovato/container/skills/container Skill

    332★ repo

    Safely run OpenCode, Codex, Claude Code with full permissions.

  • Init rules

    lifedever/claude-rules/.claude/skills/init-rules Skill

    189★ repo

    Coding standards for AI coding assistants. Auto-detect tech stack, generate project rules. Works with Claude Code, Cursor, Antigravity, GitHub Copilot.

  • Aelf skills

    AElfProject/aelf-skills Skill

    no license184★

    Unified aelf skills hub for discovery, routing, bootstrap, and health checks across OpenClaw, Codex, Cursor, and Claude Code.

  • Skill init

    XBuilderLAB/cheat-on-skill/skills/skill-init Skill

    170★ repo

    帮你在 AI 时代找到一份高薪 × 你学得动 × 不会被 AI 吃掉的工作，并给出个性化学习陪跑计划。能力匹配 + 可学性闸门 + BOSS 直聘真实招聘数据 + 反诈。

  • Gdpr compliance checker

    goSprinto/compliance-skills/gdpr-compliance-checker Skill

    130★ repo

  • Arcium

    sendaifun/skills/skills/arcium Skill

    126★ repo

    a public marketplace of all solana-related skills for agents to learn from!

  • Create skill

    jinzhezenggroup/computational-chemistry-agent-skills/.github/skills/create-skill Skill

    125★ repo

    Agent skills to run computational-chemistry tasks, used in OpenClaw

  • Bootstrap ios

    RayFernando1337/rayfernando-skills/plugins/bootstrap-ios/skills/bootstrap-ios Skill

    119★ repo

    Ray Fernando's collection of Skill files for AI coding agents. First up: running-bug-review-board, a real-user QA workflow with a Bug Review Board (BRB) feedback loop.

  • Android reverse engineering

    incogbyte/android-reverse-engineering-claude-skill/plugins/android-reverse-engineering/skills/android-reverse-engineering Skill

    98★ repo

    Claude Code skill that automates Android application reverse engineering

  • Goframe v2

    gogf/skills/skills/goframe-v2 Skill

    no license78★ repo

    GoFrame Agent Skills empowering AI to deeply understand GoFrame conventions and best practices, generating high-quality, production-ready code.

  • Craft cloud

    michtio/craftcms-claude-skills/skills/craft-cloud Skill

    70★ repo

    Production-ready Claude Code skills, agents, and project templates for Craft CMS 5 development

  • 01 dotnet clean architecture

    ronnythedev/dotnet-clean-architecture-skills/cli/dist/skills/01-dotnet-clean-architecture Skill

    no license69★ repo

    27 AI-ready skills for generating production-grade .NET code — Clean Architecture, CQRS, DDD. Works with Claude Code, GitHub Copilot, and Cursor.

  • Wiki config

    vanillaflava/llm-wiki-skills/wiki-config Skill

    59★ repo

    Turn your markdown vault into a compounding knowledge wiki (Karpathy inspired). Six agent skills - knowledge grows with every conversation. Works with Obsidian, Logseq, etc. or just folders on your local drive. Compiled memory for your LLM sessions. Crossplatform. GUI install on Claude Desktop, no terminal, no code.

  • Xiaobai skills

    Tyuts/xiaobai-skills Skill

    57★

    Beginner-friendly Codex skills starter pack and library curator

  • Kafka connector review

    lensesio/agentic-engineering-for-apache-kafka/skills/kafka-connector-review Skill

    56★ repo

    AI agent skills for building, operating and troubleshooting Apache Kafka applications. Topic audit, consumer lag, schema review, security, connectors and DLQ

  • Agents md manager

    tdimino/claude-code-minoan/skills/core-development/agents-md-manager Skill

    41★ repo

    A curated ~/.claude/ configuration for professional development workflows — 90+ skills, 46 hooks, and CLI tools

  • Wp block theme converter

    siddik-web/wp-block-theme-converter Skill

    41★

    A Claude skill for converting any HTML/CSS/JavaScript project into a production-ready WordPress Block Theme (Full Site Editing).

  • Agronomic experiment design starter

    ma-compbio-lab/SkillFoundry/skills/agriculture-food-and-plant-science/agronomic-experiment-design-starter Skill

    36★ repo

    A framework for discovering, compiling, and validating reusable skills for scientific agents.

  • Okf harness bootstrap

    pumblus/okf-harness/packages/agent-pack/templates/okf-harness-bootstrap Skill

    32★ repo

    Agent-first local harness for OKF-compatible LLM Wikis.

  • Acme cse

    ankraft/ACME-oneM2M-CSE/skills/acme-cse Skill

    30★ repo

    An open source CSE Middleware for Education.

  • Claude code project

    zebbern/skills/claude-code-project Skill

    no license29★ repo

    High-quality Agent Skills made to perform reliably in real workflows

  • Add doctor runbook

    michellemayes/meta-doctor/plugins/meta-doctor/skills/add-doctor-runbook Skill

    29★ repo

    Most monitoring tells you something broke. A doctor opens the pull request that fixes it.

  • Autosar bsw

    ptsilivis/autonomousguy/skills/autosar/autosar-bsw Skill

    26★ repo

    AutonomousGuy — AI skill prompts for embedded automotive engineers (AUTOSAR, MISRA, ISO 26262, ECU)

  • Betaflight claude skill

    SebGalina/betaflight-claude-skill Skill

    no license24★

    Claude skill for Betaflight: FPV drone configuration, PID tuning, log analysis, and troubleshooting.

  • Obsidian ai setup

    anliberant/obsidian-ai-setup Skill

    no license24★

    Bootstrap a fully personalized Obsidian vault with AI. Interactive onboarding, document ingestion, and automatic knowledge base generation for Claude Code and compatible AI agents.

  • Ai4curation configuration

    ai4curation/curation-skills/ai4curation-configuration Skill

    no license24★ repo

    Claude skills for a variety of curation and knowledge-based tasks. We currently have 3 skills included, but intend to grow this.

  • Bb huge

    ShulkwiSEC/bb-huge/skills/bb-huge Skill

    21★ repo

    bb-huge 🤗 , Personal bug bounty findings hub and bug bounty orchestration for multiple agents

  • Ab test setup

    galyarderlabs/galyarder-framework/integrations/antigravity/ab-test-setup Skill

    20★ repo

    The framework that powers your Agentic Company

  • Rudder cli setup

    rudderlabs/rudder-agent-skills/plugins/rudder-cli/skills/rudder-cli-setup Skill

    18★ repo

    Claude Code plugin marketplace & agent skills for RudderStack — instrument events, design tracking plans & data graphs, write transformations, build Profiles, and drive the CLI, MCP server, and Terraform provider from Claude Code, Cursor, and 40+ AI agents.

  • Coverage init

    livlign/claude-skills/plugins/dotnet-coverage-kit/skills/coverage-init Skill

    18★ repo

    A Claude Code plugin marketplace for open-source maintainers — README heroes, README audits, and .NET test-coverage backfills.

  • Rails load defaults

    ombulabs/claude-code_rails-load-defaults-skill/rails-load-defaults Skill

    17★ repo

    A Claude Code Skill to help upgrade the Rails defaults

  • Powersync

    powersync-ja/agent-skills/skills/powersync Skill

    17★ repo

    Official agent skills for PowerSync

  • Gpio config

    claudius-ars/embedded-agent-skills/embedded-agent-skills/gpio-config Skill

    16★ repo

  • Bootstrap botfile

    listfold/botfile/examples/botfile_example/botfile/skills/bootstrap-botfile Skill

    16★ repo

    This is a mirror, active development happens on codeberg: https://codeberg.org/botfile/botfile

  • Claude permissions audit

    jackchuka/skills/claude-permissions-audit Skill

    15★ repo

    A lazy engineer's toolkit — why do it yourself when a Skill can?

  • Brain doctor

    jame581/LogseqBrain/skills/brain-doctor Skill

    15★ repo

    Persistent memory for Claude using a dedicated Logseq graph. Save and load project context, decisions, and progress across sessions and devices.

  • Hermes multi user

    ajmeese7/hermes-multi-user-skill/hermes-multi-user Skill

    no license14★ repo

    Enable multiple Hermes Agent personalities, cementing OpenClaw feature parity.

  • Openwiki

    SoulKyu/openwiki-cc/.agents/skills/openwiki Skill

    no license14★ repo

    Auto-generate and maintain a documentation wiki for any repo — native Claude Code plugin (/openwiki:wiki) & OpenAI Codex skill. A faithful port of OpenWiki: grounds every doc in your source & git history, updates only what changed.

  • Github actions setup

    stablyai/agent-skills/skills/github-actions-setup Skill

    no license14★ repo

    AI agent skills for the Stably Playwright SDK.

  • Aca extension

    aborroy/aiup-alfresco/.cursor/skills/aca-extension Skill

    13★ repo

    A Claude Code plugin that packages Alfresco extension development as slash commands, skills, and agents

  • Unlayer config

    unlayer/unlayer-skills/unlayer-config Skill

    13★ repo

    AI skills for integrating the Unlayer drag-and-drop editor. Install with: npx skills add unlayer/unlayer-skills

  • Openclaw config

    adisinghstudent/ara.so/skills/openclaw-config Skill

    no license13★ repo

    OpenClaw operations skill for AI agents — 1.5K installs on skills.sh

  • Code roadmap

    mirkobozzetto/arsenal/plugins/code-roadmap/skills/code-roadmap Skill

    12★ repo

    Mirko Bozzetto's curated skills for AI coding agents (Claude Code, Codex, Cursor, ...)

  • Acm config

    elb-pr/claudikins-automatic-context-manager/skills/acm-config Skill

    12★ repo

    Claudikins Automatic Context Manager - seamless context handoff for Claude Code

  • Ab test setup

    eugenepyvovarov/mcpbundler-agent-skills-marketplace/ab-test-setup Skill

    12★ repo

    agent skills marketplace for mcp bundler(can be used with other ai tools with support of agent skills markeplaces). some skills are mine, also borrowed skills(credited to authors)

  • Autonomous build

    labeveryday/claude-put-in-work/.claude/skills/autonomous-build Skill

    11★ repo

    This is a repo used to make claude put in work autonomously.

  • Cors auditor

    NovaCode37/claude-security-skills/skills/cors-auditor Skill

    11★ repo

    Production-ready Claude Code skills for cybersecurity — secret scanning, SAST, prompt-injection testing, HTTP/JWT/dependency auditing. Zero dependencies.

  • Report skills

    dashaworks/report-skills Skill

    11★

    Claude Code & Codex skills for AI reports, decks and client sharing: publish agent-made research as live tracked web reports, recurring client reports, view-tracked proposals and slide decks via the ReportRoom MCP. Beautiful by default, analytics back to the agent.

  • Init landing system

    monthu56/landforge/.claude/skills/init-landing-system Skill

    10★ repo

    Static landing-page generation system built on Claude Code skills — SEO, A/B testing, analytics, deploy and change-audit built in.

  • Agentic mcp server builder

    0x-Professor/Agent-Skills-Hub/skills/agentic-mcp-server-builder Skill

    10★ repo

    Public skill pack for AI coding/automation/penetration-testing agents.

  • Exasol ai setup

    exasol-labs/exasol-agent-skills/plugins/exasol/skills/exasol-ai-setup Skill

    10★ repo

    Exasol skills for AI agents. Optimized for Claude Code and OpenAI Codex 🤖

  • Power automate action configuration

    Wals-pro/claude-power-automate/skills/power-automate-action-configuration Skill

    10★ repo

    A Claude Code suite for Microsoft Power Automate development — Agent Skills + a local CLI (Dataverse/Power Platform APIs, Azure CLI auth, no stored secrets). Beta.

  • Otelcol doctor

    s3onghyun/otelcol-doctor Skill

    8★

    A Claude Code skill that writes, fixes, and validates OpenTelemetry Collector configs — processor order, core-vs-contrib, pull-vs-push exporters, the works.

  • Dotnet analyzer config

    Postpartum-genushyacinthus29/dotnet-skills/skills/dotnet-analyzer-config Skill

    8★ repo

    Teach AI agents modern .NET skills for ASP.NET Core, EF, Blazor, MAUI, and more with a growing community catalog

All 5,920 in the catalog