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.

8,843 skills
GIgitlab-workflow logo

gitlab-workflow

mindrally/skills

GitLab best practices for merge requests, CI/CD pipelines, issue tracking, and DevOps workflows

833 installs
UIui-design-review logo

ui-design-review

mastepanoski/claude-skills

Comprehensive visual design and aesthetics evaluation. Analyzes typography, color, spacing, hierarchy, consistency, branding, and current product-category conventions for polished, professional interfaces.

833 installs
AGagile-product-owner logo

agile-product-owner

alirezarezvani/claude-skills

Agile product ownership for backlog management and sprint execution. Covers user story writing, acceptance criteria, sprint planning, and velocity tracking. Use when writing user stories, creating acceptance criteria, planning sprints, estimating story points, breaking down epics, or prioritizing the backlog.

832 installsAudited
WEwechat-miniprogram-skill logo

wechat-miniprogram-skill

gourdbaby/wechat-miniprogram-skill

Expert guidelines for Native WeChat Mini Program development focusing on performance, code size, and native compatibility. Use when developing WeChat Mini Programs in native JavaScript.

832 installs
PRproposal-writer logo

proposal-writer

jezweb/claude-skills

Write a client proposal, quote, scope of work, or engagement letter for a service business. Covers project understanding, scope, timeline, pricing presentation, and terms. Use whenever the user asks for a proposal, quote, project proposal, client proposal, SOW, statement of work, engagement letter, or B2B service engagement document — for web dev, consulting, trades, or any service business.

832 installs
AGagent-supply-chain logo

agent-supply-chain

Official
github/awesome-copilot

|

832 installsAudited
SAsaas-valuation-compression logo

saas-valuation-compression

himself65/finance-skills

>

832 installs
PLplaywright logo

playwright

mindrally/skills

Playwright end-to-end testing best practices for web applications, covering test design, locator strategies, and assertion patterns.

832 installs
SEsector-analyst logo

sector-analyst

tradermonty/claude-trading-skills

This skill should be used when analyzing sector rotation patterns and market cycle positioning. It fetches sector uptrend data from CSV (no API key required) and optionally accepts chart images for supplementary analysis. Use this skill when the user requests sector rotation analysis, cyclical vs defensive assessment, overbought/oversold identification, or market cycle phase estimation. All analysis and output are conducted in English.

832 installs
WXwxmini-security-audit logo

wxmini-security-audit

aradotso/security-skills

Automated WeChat mini-program security auditing framework using Claude Code Agent Teams with 7 specialized agents for comprehensive static analysis

832 installs
LOlogo-generator logo

logo-generator

kostja94/marketing-skills

When the user wants to optimize logo placement, linking, or branding on a website. Also use when the user mentions "logo," "brand logo," "header logo," "logo placement," "AI logo design," "logo link," "logo alt text," "logo sizing," "favicon logo," or "logo usage." For full brand visuals, use brand-visual-generator.

832 installsAudited
NEnemoclaw-user-manage-sandboxes logo

nemoclaw-user-manage-sandboxes

nvidia/skills

Explains operational tasks after the quickstart: listing sandboxes, status and health checks, logs, diagnostics, port forwards, multiple sandboxes, credential reset, rebuilds, network presets, upgrades, and uninstall. Trigger keywords - manage nemoclaw sandboxes, nemoclaw status, nemoclaw list, nemoclaw dashboard port, nemoclaw rebuild, nemoclaw upgrade sandboxes, nemoclaw uninstall, sandbox mutability, sandbox runtime configuration, sandbox rebuild, nemoclaw backup, nemoclaw restore, workspace backup, openshell sandbox download upload, nemoclaw messaging channels, nemoclaw telegram, nemoclaw discord, nemoclaw slack, nemoclaw wechat, nemoclaw whatsapp, openshell channel messaging, nemoclaw workspace files, soul.md, user.md, identity.md, agents.md, sandbox persistence.

831 installs
REreact-email logo

react-email

Official
vercel-labs/json-render

React Email renderer for json-render that turns JSON specs into HTML or plain-text emails using @react-email/components and @react-email/render. Use when working with @json-render/react-email, building transactional or marketing emails from JSON, creating email catalogs, rendering AI-generated email specs, or when the user mentions react-email, HTML email, or transactional email.

831 installsAudited
TRtracing-upstream-lineage logo

tracing-upstream-lineage

Official
astronomer/agents

Trace upstream data lineage. Use when the user asks where data comes from, what feeds a table, upstream dependencies, data sources, or needs to understand data origins.

831 installs
PApaper-lookup logo

paper-lookup

k-dense-ai/scientific-agent-skills

Search 10 academic paper databases via REST APIs for research papers, preprints, and scholarly articles. Covers PubMed, PMC (full text), bioRxiv, medRxiv, arXiv, OpenAlex, Crossref, Semantic Scholar, CORE, Unpaywall. Use when searching for papers, citations, DOI/PMID lookups, abstracts, full text, open access, preprints, citation graphs, author search, or any scholarly literature query. Triggers on mentions of any supported database or requests like "find papers on X" or "look up this DOI".

831 installs
PRproduct-manager-toolkit logo

product-manager-toolkit

alirezarezvani/claude-skills

Comprehensive toolkit for product managers including RICE prioritization, customer interview analysis, PRD templates, discovery frameworks, and go-to-market strategies. Use when prioritizing features, synthesizing user research, writing requirement documentation, or developing product strategy.

831 installs
CAcarousel-writer-sms logo

carousel-writer-sms

blacktwist/social-media-skills

When the user wants to write content for a LinkedIn carousel, Instagram carousel, Facebook carousel, TikTok photo carousel, Pinterest Idea Pin, or any swipeable multi-slide format. Also use when the user mentions 'carousel,' 'slides,' 'LinkedIn carousel,' 'Instagram carousel,' 'IG carousel,' 'photo carousel,' 'TikTok photo carousel,' 'Idea Pin,' 'Pinterest Idea Pin,' 'swipe post,' 'slide deck,' or 'visual content.' Outputs slide-by-slide text content (not visual design). For single posts, see post-writer-sms. For threads, see thread-writer-sms. For caption copy under each slide post, see caption-writer-sms.

830 installsAudited
UIui-components logo

ui-components

yonatangross/orchestkit

UI component library patterns for shadcn/ui and Radix Primitives. Use when building accessible component libraries, customizing shadcn components, using Radix unstyled primitives, or creating design system foundations.

829 installsAudited
REresponsive-patterns logo

responsive-patterns

yonatangross/orchestkit

Responsive design with Container Queries, fluid typography, cqi/cqb units, subgrid, intrinsic layouts, foldable devices, and mobile-first patterns for React applications. Use when building responsive layouts or container queries.

829 installsAudited
AGagent-flow-visualization logo

agent-flow-visualization

aradotso/trending-skills

VS Code extension for real-time visualization of Claude Code agent orchestration as interactive node graphs

828 installsAudited
DEdebugging logo

debugging

tursodatabase/turso

How to debug tursodb using Bytecode comparison, logging, ThreadSanitizer, deterministic simulation, and corruption analysis tools

828 installs
NEnemoclaw-user-manage-policy logo

nemoclaw-user-manage-policy

nvidia/skills

Adds, removes, or modifies allowed endpoints in the sandbox policy. Use when customizing network policy, changing egress rules, or configuring sandbox endpoint access. Trigger keywords - customize nemoclaw network policy, sandbox egress policy configuration, nemoclaw integration policy examples, post-install policy setup, openshell approval workflow, policy preset, nemoclaw approve network requests, sandbox egress approval tui.

828 installs
PUpubchem-database logo

pubchem-database

google-deepmind/science-skills

>

828 installs
DIdiffity-diff logo

diffity-diff

kamranahmedse/diffity

Open the diffity diff viewer in the browser to see your changes

828 installsAudited
REreview-pr logo

review-pr

tirth8205/code-review-graph

Review a PR or branch diff using the knowledge graph for full structural context. Outputs a structured review with blast-radius analysis.

828 installsAudited
ALalphafold-database-fetch-and-analyze logo

alphafold-database-fetch-and-analyze

google-deepmind/science-skills

>

828 installsAudited
REreverse-engineer-rpi logo

reverse-engineer-rpi

boshu2/agentops

Reverse-engineer product specs.

828 installs
RErelational-database-mcp-cloudbase logo

relational-database-mcp-cloudbase

tencentcloudbase/skills

This is the required documentation for agents operating on the CloudBase Relational Database through MCP. It defines the canonical SQL management flow with `querySqlDatabase`, `manageSqlDatabase`, `queryPermissions`, and `managePermissions`, including MySQL provisioning, destroy flow, async status checks, safe query execution, schema initialization, and permission updates.

828 installs
OPopen-graph logo

open-graph

kostja94/marketing-skills

When the user wants to add or optimize Open Graph metadata for social sharing. Also use when the user mentions "Open Graph," "og:tags," "og:title," "og:image," "og:description," "Facebook preview," "LinkedIn preview," or "social share preview." For X (Twitter) link previews, use twitter-cards. For SERP title/description, use title-tag and meta-description.

827 installsAudited
COconcise-planning logo

concise-planning

sickn33/antigravity-awesome-skills

Use when a user asks for a plan for a coding task, to generate a clear, actionable, and atomic checklist.

827 installsAudited