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
HA

hack

yaklang/hack-skills

>-

1.9k installs
TA

tanstack-start

tanstack-skills/tanstack-skills

Full-stack React framework powered by TanStack Router with SSR, streaming, server functions, and deployment to any hosting provider.

1.9k installs
CL

cli-mastery

Official
github/awesome-copilot

Interactive training for the GitHub Copilot CLI. Guided lessons, quizzes, scenario challenges, and a full reference covering slash commands, shortcuts, modes, agents, skills, MCP, and configuration. Say "cliexpert" to start.

1.9k installs
BE

bencium-controlled-ux-designer

bencium/bencium-marketplace

Expert UI/UX design guidance for unique, accessible interfaces. Use for visual decisions, colors, typography, layouts. Always ask before making design decisions. Use this skill when the user asks to build web components, pages, or applications.

1.9k installsAudited
SK

skill-scanner

Official
getsentry/skills

Scan agent skills for security issues. Use when asked to "scan a skill",

1.9k installs
PR

promql-cli

samber/cc-skills

CLI for querying Prometheus and PromQL-compatible engines (Thanos, Cortex, VictoriaMetrics, Grafana Mimir, Grafana Tempo...) — instant queries, range queries, metric discovery (metrics/labels/meta subcommands), output formats (table/csv/json/graph). Apply when executing PromQL queries, troubleshooting performance issues on a software having observability, investigating latency/error rates/saturation, or analyzing time series data.

1.9k installsAudited
SY

synthesize-research

Official
anthropics/knowledge-work-plugins

Synthesize user research from interviews, surveys, and feedback into structured insights. Use when you have a pile of interview notes, survey responses, or support tickets to make sense of, need to extract themes and rank findings by frequency and impact, or want to turn raw feedback into roadmap recommendations.

1.9k installsAudited
CO

company-research

deanpeters/product-manager-skills

Create a company research brief with executive quotes, product strategy, and org context. Use when preparing for interviews, competitive analysis, partnerships, or market-entry work.

1.9k installs
DI

discover-brand

Official
anthropics/knowledge-work-plugins

>

1.9k installs
PR

product-skills

alirezarezvani/claude-skills

Router/index for the 12 product skills bundled in this plugin (RICE prioritization, OKRs, UX research, design tokens, competitive teardown, analytics, experiments, discovery, roadmaps, spec-to-repo, landing pages, SaaS scaffolding). Use when a product request doesn't obviously match one skill and you need to pick the right one (e.g., 'help me prioritize features', 'plan a product experiment').

1.9k installs
CH

chatroom-austrian

dontbesilent2025/dbskill

|

1.9k installsAudited
CE

ce-proof

everyinc/compound-engineering-plugin

Publish, read, comment on, or edit markdown in Proof. Use for Proof links, sharing specs/plans/drafts, or publish handoffs from planning workflows; avoid proofread, math, evidence, or proof-of-concept meanings.

1.9k installs
CO

code-polish

paulrberg/agent-skills

Use to polish recently changed code: simplify for readability/maintainability and run a risk-profiled review that autonomously applies fixes. Default runs both passes; pass --simplify or --review for one. Covers code/PR review, audits, bug/security checks, reviewing diffs or changes, cleanup, refactoring, and reducing complexity.

1.9k installs
DE

design

nextlevelbuilder/ui-ux-pro-max-skill

Comprehensive design skill: brand identity, design tokens, UI styling, logo generation (55 styles, Gemini AI), corporate identity program (50 deliverables, CIP mockups), HTML presentations (Chart.js), banner design (22 styles, social/ads/web/print), icon design (15 styles, SVG, Gemini 3.1 Pro), social photos (HTML→screenshot, multi-platform). Actions: design logo, create CIP, generate mockups, build slides, design banner, generate icon, create social photos, social media images, brand identity, design system. Platforms: Facebook, Twitter, LinkedIn, YouTube, Instagram, Pinterest, TikTok, Threads, Google Ads.

1.9k installsAudited
SP

sprint-planning

Official
anthropics/knowledge-work-plugins

Plan a sprint — scope work, estimate capacity, set goals, and draft a sprint plan. Use when kicking off a new sprint, sizing a backlog against team availability (accounting for PTO and meetings), deciding what's P0 vs. stretch, or handling carryover from the last sprint.

1.9k installsAudited
SE

sentry-cocoa-sdk

Official
getsentry/sentry-for-ai

Full Sentry SDK setup for Apple platforms (iOS, macOS, tvOS, watchOS, visionOS). Use when asked to "add Sentry to iOS", "add Sentry to Swift", "install sentry-cocoa", or configure error monitoring, tracing, profiling, session replay, logging, or metrics for Apple applications. Supports SwiftUI and UIKit.

1.9k installs
BR

brainstorming

sickn33/antigravity-awesome-skills

Use before creative or constructive work (features, architecture, behavior). Transforms vague ideas into validated designs through disciplined reasoning and collaboration.

1.9k installsAudited
DA

dashboarding

grafana/skills

Agent skill from grafana/skills.

1.9k installs
PR

press-release-writer

samber/cc-skills

Write professional press releases for any occasion, media type, and country. Use when the user wants to write, draft, or improve a press release, communiqué de presse, media announcement, news release, or PR statement — including product launches, funding rounds, partnerships, crisis communications, earnings, executive hires, events, M&A, open source milestones, and media advisories. Covers all release types, media targets (print, digital/wire, broadcast, social/SMPR, trade press), and region-specific conventions (Western/Eastern Europe, Americas, Middle East, Africa, Asia, Oceania). Also trigger when the user says 'I need to announce something' or 'how do I tell the press about X.'

1.9k installs
SE

setting-okrs-goals

refoundai/lenny-skills

Help users set effective OKRs and goals. Use when someone is creating quarterly objectives, defining key results, setting team goals, planning annual targets, or struggling with goal alignment across their organization.

1.9k installs
VU

vue-jsx-best-practices

hyf0/vue-skills

JSX syntax in Vue (e.g., class vs className, JSX plugin config).

1.9k installsAudited
RE

recruiting-pipeline

Official
anthropics/knowledge-work-plugins

Track and manage recruiting pipeline stages. Trigger with "recruiting update", "candidate pipeline", "how many candidates", "hiring status", or when the user discusses sourcing, screening, interviewing, or extending offers.

1.9k installs
AX

axi

kunchenguid/axi

>

1.9k installs
GU

guideline-generation

Official
anthropics/knowledge-work-plugins

>

1.9k installs
PM

pm-skills

alirezarezvani/claude-skills

Router/index for the 8 project-management skills bundled in this plugin (senior PM quant toolkit, scrum master, Jira/JQL, Confluence, Atlassian admin, Atlassian templates, meeting analyzer, team communications). Use when a PM request doesn't obviously match one skill and you need to pick the right one (e.g., 'our sprints feel off', 'audit our Jira permissions'). Bundles an Atlassian Remote MCP config (.mcp.json) for live Jira/Confluence access.

1.9k installs
MA

market-pulse

eronred/aso-skills

When the user wants a comprehensive App Store market overview, daily/weekly market briefing, or combined view of chart movements, trending keywords, featured apps, and new releases. Also use when the user mentions "market overview", "what's happening on the App Store", "market briefing", "weekly report", "market trends", or "state of the market". For chart-specific rank changes only, see market-movers. For keyword trends only, see keyword-research.

1.9k installs
NA

naver-shopping-search

nomadamas/k-skill

네이버 쇼핑 공개 BFF JSON을 k-skill-proxy로 조회해 상품 후보, 최저가, 판매처 링크를 보수적으로 가격비교한다.

1.9k installs
UI

ui-styling

nextlevelbuilder/ui-ux-pro-max-skill

Create beautiful, accessible user interfaces with shadcn/ui components (built on Radix UI + Tailwind), Tailwind CSS utility-first styling, and canvas-based visual designs. Use when building user interfaces, implementing design systems, creating responsive layouts, adding accessible components (dialogs, dropdowns, forms, tables), customizing themes and colors, implementing dark mode, generating visual designs and posters, or establishing consistent styling patterns across applications.

1.9k installsAudited
WR

write-query

Official
anthropics/knowledge-work-plugins

Write optimized SQL for your dialect with best practices. Use when translating a natural-language data need into SQL, building a multi-CTE query with joins and aggregations, optimizing a query against a large partitioned table, or getting dialect-specific syntax for Snowflake, BigQuery, Postgres, etc.

1.9k installsAudited
CM

cmux-keyboard-shortcuts

manaflow-ai/cmux

Guide and apply cmux keyboard shortcut customization. Use when the user asks to customize, rebind, unbind, reset, audit, or create shortcut templates for cmux, including tmux-style, Vim-style, terminal-first, browser-heavy, iTerm/Terminal-like, or agent-triage layouts.

1.9k installs