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.

11,427 skills
AWaws-serverless logo

aws-serverless

sickn33/agentic-awesome-skills

Build production-ready serverless applications on AWS with Lambda, API Gateway, and event-driven patterns.

1.5k installsAudited
SEsee-through-anime-layer-decomposition logo

see-through-anime-layer-decomposition

aradotso/trending-skills

Expertise in See-through, a framework for single-image layer decomposition of anime characters into manipulatable 2.5D PSD files using diffusion models.

691 installs
DTdt-alerting logo

dt-alerting

dynatrace/dynatrace-for-ai

Configure Dynatrace alerting end-to-end: detectors, Grail event storage, problem grouping, and workflow notifications.

1.5k installsAudited
MOmonth-end-prep logo

month-end-prep

Official
anthropics/knowledge-work-plugins

Reconcile accounting ledgers against payment processors, flag discrepancies, and generate month-end close packets.

1.5k installs
FOform-design logo

form-design

owl-listener/designer-skills

Design forms that reduce abandonment and errors through clear layout, smart validation, and accessibility.

1.5k installsAudited
STstatistical-analysis logo

statistical-analysis

davila7/claude-code-templates

Statistical analysis toolkit. Hypothesis tests (t-test, ANOVA, chi-square), regression, correlation, Bayesian stats, power analysis, assumption checks, APA reporting, for academic research.

691 installs
BLblock-collection-and-party logo

block-collection-and-party

adobe/skills

Find reference blocks, plugins, and patterns from Adobe's Block Collection and community Block Party repositories.

1.5k installs
UIui-design logo

ui-design

mindrally/skills

UI design best practices for building accessible, performant, and user-friendly interfaces with modern web standards

691 installs
STstatus logo

status

railwayapp/railway-skills

Check Railway project status, deployments, and services in your directory.

1.5k installsAudited
REresume logo

resume

alirezarezvani/claude-skills

Resume a paused experiment, read history, and continue iterating from where you left off.

1.5k installsAudited
MEmemory-evolution logo

memory-evolution

nhadaututtheky/neural-memory

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691 installsAudited
FIfind-test-content logo

find-test-content

adobe/skills

Find existing pages using a specific block in AEM Edge Delivery Services projects.

1.5k installs
WEwechat-publisher logo

wechat-publisher

0731coderlee-sudo/wechat-publisher

一键发布 Markdown 到微信公众号草稿箱。基于 wenyan-cli,支持多主题、代码高亮、图片自动上传。

691 installs
IDidentify-page-structure logo

identify-page-structure

adobe/skills

Analyze webpage structure into sections and content sequences for AEM Edge Delivery Services import.

1.5k installs
TYtypescript logo

typescript

pproenca/dot-skills

TypeScript performance, tsconfig, type errors, and async patterns optimization.

1.5k installsAudited
COcore-fix-skill-docs logo

core-fix-skill-docs

actionbook/rust-skills

Internal maintenance tool for checking and fixing Rust skill documentation references.

1.5k installs
REreact18-string-refs logo

react18-string-refs

Official
github/awesome-copilot

Provides exact migration patterns for React string refs (ref="name" + this.refs.name) to React.createRef() in class components. Use this skill whenever migrating string ref usage - including single element refs, multiple refs in a component, refs in lists, callback refs, and refs passed to child components. Always use this skill before writing any ref migration code - the multiple-refs-in-list pattern is particularly tricky and this skill prevents the most common mistakes. Use it for React 18.3.1 migration (string refs warn) and React 19 migration (string refs removed).

690 installsAudited
IMimagegen-frontend-web logo

imagegen-frontend-web

nexu-io/open-design

Generate premium, section-by-section website design references with art-directed imagery and conversion-aware layouts.

1.5k installsAudited
THthread-writer-sms logo

thread-writer-sms

blacktwist/social-media-skills

Write multi-part social media threads and content series that hook, sustain momentum, and convert.

1.5k installsAudited
COcode-review-excellence logo

code-review-excellence

awesome-skills/code-review-skill

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690 installs
MOmotion-system logo

motion-system

owl-listener/designer-skills

Define motion tokens and choreography rules for consistent, accessible animation across your product.

1.5k installsAudited
REreact18-lifecycle-patterns logo

react18-lifecycle-patterns

Official
github/awesome-copilot

Provides exact before/after migration patterns for the three unsafe class component lifecycle methods - componentWillMount, componentWillReceiveProps, and componentWillUpdate - targeting React 18.3.1. Use this skill whenever a class component needs its lifecycle methods migrated, when deciding between getDerivedStateFromProps vs componentDidUpdate, when adding getSnapshotBeforeUpdate, or when fixing React 18 UNSAFE_ lifecycle warnings. Always use this skill before writing any lifecycle migration code - do not guess the pattern from memory, the decision trees here prevent the most common migration mistakes.

690 installsAudited
DEdesign-taste-frontend-v1 logo

design-taste-frontend-v1

nexu-io/open-design

High-agency v1 frontend taste skill with strict design guardrails, typography discipline, and anti-AI-slop enforcement.

1.5k installsAudited
OPopencli-reader logo

opencli-reader

himself65/finance-skills

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690 installs
DRdramatic logo

dramatic

bergside/awesome-design-skills

High-contrast theatrical design system with bold layouts and immersive visuals for attention-grabbing UI.

1.5k installsAudited
TEtech-news-digest logo

tech-news-digest

draco-agent/tech-news-digest

Generate tech news digests with unified source model, quality scoring, and multi-format output. Six-source data collection from RSS feeds, Twitter/X KOLs, GitHub releases, GitHub Trending, Reddit, and web search. Pipeline-based scripts with retry mechanisms and deduplication. Supports Discord, email, and markdown templates.

690 installs
FRfriendly logo

friendly

bergside/awesome-design-skills

Approachable design system with rounded elements, whitespace, and soft pastel colors.

1.5k installsAudited
ALalphaear-news logo

alphaear-news

rkiding/awesome-finance-skills

Fetch real-time finance news, unified trends, and prediction market data from multiple sources.

1.5k installs
BAbazi-mingli logo

bazi-mingli

wolke/bazi-mingli

八字命理排盤與運勢分析,基于出生年月日时推算人生命运。

1.5k installs
GSgsap-react logo

gsap-react

bbeierle12/skill-mcp-claude

GSAP integration with React including useGSAP hook, ref handling, cleanup patterns, and context management. Use when implementing GSAP animations in React components, handling component lifecycle, or building reusable animation hooks.

689 installsAudited