PluginBench

AI Skills

Installable SKILL.md packages that extend AI coding agents with reliable workflows and domain-specific judgment — ranked by installs, sourced from skills.sh.

9,639 skills
KO

kordoc-korean-document-parser

aradotso/trending-skills

Parse HWP, HWPX, and PDF Korean documents to Markdown using kordoc — supports CLI, programmatic API, and MCP server integration.

711 installsAudited
PY

python-best-practices

nathan-gage/python-skills

Python software engineering guidelines from real PR review patterns. This skill should be used when writing, reviewing, or refactoring Python code — especially dataclasses, service interfaces, error handling, and type annotations. Triggers on tasks involving Python modules, API design, data modeling, type safety, exception handling, or refactoring for maintainability.

711 installsAudited
YT

yt-search-download

joeseesun/yt-search-download

|

711 installs
CL

close-month

Official
anthropics/knowledge-work-plugins

Closes the month — reconciles QB vs payment processors, flags gaps, writes P&L narrative, exports close packet. Accepts optional month and save-to arguments.

711 installsAudited
PL

playwright-recording

digitalsamba/claude-code-video-toolkit

Record browser interactions as video using Playwright. Use for capturing demo videos, app walkthroughs, and UI flows for Remotion videos. Triggers include recording a demo, capturing browser video, screen recording a website, or creating walkthrough footage.

711 installs
DI

dispatch

bassimeledath/dispatch

Dispatch background AI worker agents to execute tasks via checklist-based plans. Use when the user says 'dispatch' to delegate work to background agents, e.g. 'dispatch sonnet to review this', 'dispatch opus to fix the bug', 'dispatch a worker to research X'.

710 installs
AN

analytics-data-analysis

mindrally/skills

Best practices for analytics, data analysis, and visualization using Python, pandas, matplotlib, seaborn, and Jupyter notebooks. Use when performing exploratory data analysis, building data pipelines, creating statistical visualizations, writing Jupyter notebooks, cleaning and transforming datasets, or implementing analytics dashboards.

710 installs
PR

propose-hypotheses

neolabhq/context-engineering-kit

Execute complete FPF cycle from hypothesis generation to decision

710 installsAudited
BT

btca-cli

davis7dotsh/better-context

Operate the btca CLI for local resources and source-first answers. Use when setting up btca in a project, connecting a provider, adding or managing resources, and asking questions via btca commands. Invoke this skill when the user says "use btca" or needs to do more detailed research on a specific library or framework.

710 installs
CX

cx-search-dashboard

coralogix/cx-cli

This skill should be used when the user asks to "find a dashboard", "search dashboards", "does a dashboard exist for X", "find widgets that query Y", "which dashboards use this field", "find a dashboard about errors", "look up dashboards by description", "search for existing monitoring dashboards", "find widgets that reference a field", or wants to discover existing Coralogix dashboards or widgets using natural-language or field-based search.

710 installsAudited
PO

posthog-analytics

alinaqi/claude-bootstrap

PostHog analytics, event tracking, feature flags, dashboards

710 installs
PD

pdf

davila7/claude-code-templates

Use this skill whenever the user wants to do anything with PDF files. This includes reading or extracting text/tables from PDFs, combining or merging multiple PDFs into one, splitting PDFs apart, rotating pages, adding watermarks, creating new PDFs, filling PDF forms, encrypting/decrypting PDFs, extracting images, and OCR on scanned PDFs to make them searchable. If the user mentions a .pdf file or asks to produce one, use this skill.

710 installs
SA

salesforce-component-standards

Official
github/awesome-copilot

Quality standards for Salesforce Lightning Web Components (LWC), Aura components, and Visualforce pages. Covers SLDS 2 compliance, accessibility (WCAG 2.1 AA), data access pattern selection, component communication rules, XSS prevention, CSRF enforcement, FLS/CRUD in AuraEnabled methods, view state management, and Jest test requirements. Use this skill when building or reviewing any Salesforce UI component to enforce platform-specific security and quality standards.

709 installsAudited
IP

ipados-design-guidelines

ehmo/platform-design-skills

Apple Human Interface Guidelines for iPad. Use when building iPad-optimized interfaces, implementing multitasking, pointer support, keyboard shortcuts, or responsive layouts. Triggers on tasks involving iPad, Split View, Stage Manager, sidebar navigation, or trackpad support.

709 installs
LO

load-issues

neolabhq/context-engineering-kit

Load all open issues from GitHub and save them as markdown files

709 installsAudited
CR

create-command

neolabhq/context-engineering-kit

Interactive assistant for creating new Claude commands with proper structure, patterns, and MCP tool integration

709 installsAudited
DH

dhh-rails-style

everyinc/compound-engineering-plugin

This skill should be used when writing Ruby and Rails code in DHH's distinctive 37signals style. It applies when writing Ruby code, Rails applications, creating models, controllers, or any Ruby file. Triggers on Ruby/Rails code generation, refactoring requests, code review, or when the user mentions DHH, 37signals, Basecamp, HEY, or Campfire style. Embodies REST purity, fat models, thin controllers, Current attributes, Hotwire patterns, and the "clarity over cleverness" philosophy.

709 installs
LO

lovart-api

lovartai/lovart-skill

>-

709 installs
LI

linkfox-multimodal-recognize-image

linkfox-ai/linkfox-skills

基于多模态AI的图片识别与分析。当用户想分析、描述、从图片URL中提取信息、image recognition, image analysis, image description, image content understanding, OCR text recognition, visual Q&A时触发此技能。当用户提到图片识别、图片分析、图片描述、识别图片内容、分析产品图、从图片中读取文字、描述图片、提取视觉内容或理解照片内容时触发。当用户提供图片URL并就其视觉内容提问时,即使未明确说"图片识别",也应触发此技能。

709 installs
UN

unsafe-checker

zhanghandong/rust-skills

CRITICAL: Use for unsafe Rust code review and FFI. Triggers on: unsafe, raw pointer, FFI, extern, transmute, *mut, *const, union, #[repr(C)], libc, std::ffi, MaybeUninit, NonNull, SAFETY comment, soundness, undefined behavior, UB, safe wrapper, memory layout, bindgen, cbindgen, CString, CStr, 安全抽象, 裸指针, 外部函数接口, 内存布局, 不安全代码, FFI 绑定, 未定义行为

709 installs
CL

claw-code-harness

aradotso/trending-skills

Better Harness Tools for Claude Code — a Python (and in-progress Rust) rewrite of the Claude Code agent harness, with CLI tooling for manifest inspection, parity auditing, and tool/command inventory.

709 installs
MO

mobile-app-testing

aj-geddes/useful-ai-prompts

>

709 installsAudited
AI

ai-sdk

Official
vercel/vercel-plugin

Vercel AI SDK expert guidance. Use when building AI-powered features — chat interfaces, text generation, structured output, tool calling, agents, MCP integration, streaming, embeddings, reranking, image generation, or working with any LLM provider.

709 installs
CR

create-call

vapiai/skills

Create outbound phone calls, web calls, and batch calls using the Vapi API. Use when making automated calls, testing voice assistants, scheduling call campaigns, or initiating conversations programmatically.

709 installs
GI

git-worktrees

neolabhq/context-engineering-kit

Use when working on multiple branches simultaneously, context switching without stashing, reviewing PRs while developing, testing in isolation, or comparing implementations across branches - provides git worktree commands and workflow patterns for parallel development with multiple working directories.

709 installs
KA

kakao-map

nomadamas/k-skill

Kakao Local (장소 검색·주소-좌표 변환) + Kakao Mobility (자동차 길찾기) 를 k-skill-proxy 경유로 조회한다. 사용자 키 불필요.

709 installs
SE

security-compliance

davila7/claude-code-templates

Guides security professionals in implementing defense-in-depth security architectures, achieving compliance with industry frameworks (SOC2, ISO27001, GDPR, HIPAA), conducting threat modeling and risk assessments, managing security operations and incident response, and embedding security throughout the SDLC.

709 installs
PH

phaser

opusgamelabs/game-creator

>

708 installsAudited
CA

cash-flow-snapshot

Official
anthropics/knowledge-work-plugins

>

708 installsAudited
WE

wechat-article-to-markdown

jackwener/wechat-article-to-markdown

Fetch WeChat Official Account (微信公众号) articles from mp.weixin.qq.com and convert to Markdown. 微信文章转 Markdown 工具。

708 installs