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

handle-complaint

Official
anthropics/knowledge-work-plugins

Handles an incoming customer complaint end-to-end — pulls context, drafts a response, and suggests an operational fix. Accepts optional email or ticket ID argument.

683 installs
KA

kaizen

sickn33/antigravity-awesome-skills

Guide for continuous improvement, error proofing, and standardization. Use this skill when the user wants to improve code quality, refactor, or discuss process improvements.

683 installsAudited
EA

eastmoney_financial_data

meission/eastmoney

本 Skill 基于东方财富权威数据库及最新行情底层数据构建,支持通过自然语言查询行情类数据(股票、行业、板块、指数、基金、债券的实时行情、主力资金流向、估值等)、财务类数据(上市公司基本信息、财务指标、高管信息、主营业务等)、关系与经营类数据(关联关系、企业经营数据)。避免模型基于过时知识回答金融数据问题,提供权威及时的金融数据。

683 installs
AB

ab-test-setup

sickn33/antigravity-awesome-skills

Structured guide for setting up A/B tests with mandatory gates for hypothesis, metrics, and execution readiness.

683 installsAudited
TE

terraform-data-engineering-iac

aradotso/data-skills

Infrastructure-as-Code fundamentals for data engineering using Terraform to provision AWS resources (S3, EC2, IAM)

683 installsAudited
V4

v4-security-foundations

uniswap/uniswap-ai

Security-first Uniswap v4 hook development. Use when user mentions "v4 hooks", "hook security", "PoolManager", "beforeSwap", "afterSwap", or asks about V4 hook best practices, vulnerabilities, or audit requirements.

683 installs
HA

hairy-react-lib

hairyf/skills

Comprehensive skills for working with @hairy/react-lib React hooks and components

683 installs
HA

harvard-artifacts-data-pipeline

aradotso/data-skills

Build end-to-end data engineering pipelines using Harvard Art Museums API with ETL, SQL analytics, and Streamlit visualization

683 installs
AN

anndata

k-dense-ai/scientific-agent-skills

Data structure for annotated matrices in single-cell analysis. Use when working with .h5ad files or integrating with the scverse ecosystem. This is the data format skill—for analysis workflows use scanpy; for probabilistic models use scvi-tools; for population-scale queries use cellxgene-census.

683 installsAudited
AI

ai-avatar-video

inference-sh/skills

Create AI avatar and talking head videos via inference.sh CLI. Recommended: P-Video-Avatar (fastest, cheapest, built-in TTS). Also: OmniHuman, Fabric, PixVerse. Audio: Inworld TTS-2 (100+ languages, emotion steering for characters), ElevenLabs, Kokoro. Capabilities: audio-driven avatars, text-to-avatar, lipsync videos, talking head generation, virtual presenters, UGC content. Use for: AI presenters, explainer videos, virtual influencers, dubbing, marketing videos, UGC ads, gaming avatars, NPC dialogue. Triggers: ai avatar, talking head, lipsync, avatar video, virtual presenter, ai spokesperson, audio driven video, heygen alternative, synthesia alternative, talking avatar, lip sync, video avatar, ai presenter, digital human, ugc, ugc video, ugc ad, avatar ugc

682 installs
MO

motion

secondsky/claude-skills

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682 installs
RE

redux

Official
vercel-labs/json-render

Redux adapter for json-render's StateStore interface. Use when integrating json-render with Redux or Redux Toolkit for state management via @json-render/redux.

682 installsAudited
GG

gget

k-dense-ai/scientific-agent-skills

Fast CLI/Python queries to 20+ bioinformatics databases. Use for quick lookups: gene info, BLAST/BLAT, viral sequence downloads, AlphaFold structures, enrichment analysis, OpenTargets, COSMIC, CELLxGENE, and 8cube mouse specificity/expression data. Best for interactive exploration and simple queries. For batch processing or advanced BLAST use biopython; for multi-database Python workflows use bioservices.

682 installs
YO

youtube-thumbnail-design

inference-sh/skills

YouTube thumbnail design with specific dimensions, contrast rules, and mobile preview optimization. Covers safe zones, text placement, face expression psychology, and A/B testing. Use for: YouTube thumbnails, video cover images, click-through optimization. Triggers: youtube thumbnail, thumbnail design, video thumbnail, click through rate, ctr optimization, youtube cover, video cover image, thumbnail maker, thumbnail tips, youtube design, video preview image

682 installsAudited
12

12-principles-of-animation

raphaelsalaja/skill

Audit animation code against Disney's 12 principles adapted for web. Use when reviewing motion, implementing animations, or checking animation quality. Outputs file:line findings.

681 installsAudited
DE

devops-iac-engineer

davila7/claude-code-templates

Implements infrastructure as code using Terraform, Kubernetes, and cloud platforms. Designs scalable architectures, CI/CD pipelines, and observability solutions. Provides security-first DevOps practices and site reliability engineering guidance.

681 installs
WR

writing-plans

jnmetacode/superpowers-zh

当你有规格说明或需求用于多步骤任务时使用,在动手写代码之前

681 installsAudited
MO

modal

k-dense-ai/scientific-agent-skills

Modal is a serverless cloud platform for running Python on demand, including on-demand GPUs. Use when deploying or serving AI/ML models, running GPU-accelerated workloads (training, fine-tuning, inference), serving web endpoints, scheduling batch jobs, or scaling Python code to cloud containers with the Modal SDK.

681 installs
CL

claude-for-safari

sdlll/claude-for-safari

Control the user's real Safari browser on macOS using AppleScript and screencapture. This skill should be used when the user asks to interact with Safari, browse websites, read web pages, automate browser tasks, take screenshots of web content, or when any task would benefit from seeing or interacting with what's in their browser. Triggers on keywords like "safari", "browser", "web page", "open tab", "screenshot the page", "read this site", "browse", "click on", "fill in the form".

681 installs
ZU

zustand-state-management

mindrally/skills

Best practices for Zustand state management in React and Next.js applications with TypeScript.

681 installs
RE

react-native-ease-refactor

appandflow/react-native-ease

Scan for Animated/Reanimated code and migrate to EaseView

681 installsAudited
PA

parallel-agents

sickn33/antigravity-awesome-skills

Multi-agent orchestration patterns. Use when multiple independent tasks can run with different domain expertise or when comprehensive analysis requires multiple perspectives.

681 installs
BR

brand-strategist

borghei/claude-skills

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681 installsAudited
DR

drawio-flowchart

teachingai/full-stack-skills

Creates flowcharts, swim lane diagrams, and business process diagrams using Draw.io (diagrams.net). Covers standard flowchart shapes (process, decision, start/end), connectors, auto-layout, and export to PNG/SVG/PDF. Use when the user needs to visualize workflows, decision trees, or business processes.

681 installs
PR

prompt-library

sickn33/antigravity-awesome-skills

A comprehensive collection of battle-tested prompts inspired by [awesome-chatgpt-prompts](https://github.com/f/awesome-chatgpt-prompts) and community best practices.

681 installs
DE

deployments-cicd

Official
vercel/vercel-plugin

Vercel deployment and CI/CD expert guidance. Use when deploying, promoting, rolling back, inspecting deployments, building with --prebuilt, or configuring CI workflow files for Vercel.

680 installs
AC

accounting

whawkinsiv/claude-code-skills

Use this skill when the user needs to set up bookkeeping, track revenue and expenses, prepare for taxes, choose accounting software, understand SaaS revenue recognition, or manage the financial operations of their bootstrapped business. Covers bookkeeping setup, tax preparation, accounting tools, and financial hygiene for solo founders.

680 installs
GE

geomaster

k-dense-ai/scientific-agent-skills

Comprehensive geospatial science skill covering remote sensing, GIS, spatial analysis, machine learning for earth observation, and 30+ scientific domains. Supports satellite imagery processing (Sentinel, Landsat, MODIS, SAR, hyperspectral), vector and raster data operations, spatial statistics, point cloud processing, network analysis, cloud-native workflows (STAC, COG, Planetary Computer), and 8 programming languages (Python, R, Julia, JavaScript, C++, Java, Go, Rust) with 500+ code examples. Use for remote sensing workflows, GIS analysis, spatial ML, Earth observation data processing, terrain analysis, hydrological modeling, marine spatial analysis, atmospheric science, and any geospatial computation task.

680 installs
ED

edge-strategy-designer

tradermonty/claude-trading-skills

Convert abstract edge concepts into strategy draft variants and optional exportable ticket YAMLs for edge-candidate-agent export/validation.

680 installsAudited
CO

comfyui-prompt-engineer

mckruz/comfyui-expert

Craft model-specific prompts optimized for the target checkpoint and identity method. Handles FLUX, SDXL, SD1.5, and Wan video models with proper syntax, quality tags, and negative prompts. Use when generating or refining prompts for ComfyUI workflows.

680 installsAudited