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
OP

openclaw-stock-skill

1018466411/openclaw-stock-data-skill

使用 data.diemeng.chat 提供的接口查询股票日线、分钟线、财务指标等数据,支持 A 股等市场。

623 installs
AP

api-designer

charon-fan/agent-playbook

REST and GraphQL API architect for designing robust, scalable APIs. Use when designing new APIs or improving existing ones.

622 installsAudited
FL

flutter-development

aj-geddes/useful-ai-prompts

>

622 installsAudited
HA

harvard-art-museums-data-engineering-pipeline

aradotso/data-skills

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

622 installs
BA

bash-scripting

mindrally/skills

Bash scripting guidelines covering security, portability, error handling, and automation best practices for DevOps.

622 installs
PR

procedural-fish-render

vibe-motion/skills

Clone or update https://github.com/vibe-motion/procedural-fish and render procedural-fish animation to a video using the project's own render command. Use when the user asks to render 程序鱼/procedural fish, export a 程序鱼视频, or run procedural-fish Remotion rendering.

622 installs
RE

reflect

camacho/ai-skills

Use after merging a branch or completing a task to consolidate learnings into memory layers, close out issues, and verify the phase gate.

622 installs
SH

shadcn

pproenca/dot-skills

shadcn/ui component library best practices and patterns (formerly shadcn-ui). This skill should be used when writing, reviewing, or refactoring shadcn/ui components to ensure proper architecture, accessibility, and performance. Triggers on tasks involving Radix primitives, Tailwind styling, form validation with React Hook Form, data tables, theming, or component composition patterns.

622 installs
FI

file-manager

rtgs2017/nagaagent

Agent skill from rtgs2017/nagaagent.

622 installs
TA

tax-season-organizer

Official
anthropics/knowledge-work-plugins

>

622 installs
PA

pandas-best-practices

mindrally/skills

Best practices for Pandas data manipulation, analysis, and DataFrame operations in Python

622 installs
CO

compose-focus-navigation

chrisbanes/skills

Use when writing or reviewing Jetpack Compose UI for TV, keyboard, desktop, accessibility focus, D-pad navigation, FocusRequester, focusProperties, key events, or initial focus behavior.

622 installsAudited
TI

tinybird-typescript-sdk-guidelines

Official
tinybirdco/tinybird-agent-skills

Tinybird TypeScript SDK for defining datasources, pipes, and queries with full type inference. Use when working with @tinybirdco/sdk, TypeScript Tinybird projects, or type-safe data ingestion and queries.

622 installsAudited
DO

documentation-engineer

charon-fan/agent-playbook

Technical documentation expert for creating clear, comprehensive documentation. Use when user asks to write docs, create README, or document code.

622 installsAudited
EN

environment-setup-guide

sickn33/antigravity-awesome-skills

Guide developers through setting up development environments with proper tools, dependencies, and configurations

621 installs
EC

ecommerce-platform-specialist

qodex-ai/ai-agent-skills

Provide expert guidance on Shopify e-commerce platform. Advises on store setup, products, customization, and optimization.

621 installs
OK

okx-outcomes

okx/agent-skills

Use this skill for OKX Outcomes markets (YES/NO event contracts, formerly OKX Predictions) via the okx-outcomes binary. Triggers: 'list prediction events', '预测市场', 'event detail', 'place prediction order', '预测下单', 'buy YES', 'buy NO', '撤单 预测', 'split xp', '拆分 xp', 'merge YES NO', '赎回 预测', 'prediction positions', '预测持仓', 'live prediction price', '预测行情', 'OHLCV candles', 'K线', 'CTF', 'polymarket'. Auth: OAuth sign-in via 'okx outcomes auth login'; writes need a signing key configured by 'okx outcomes setup'. Do NOT use for OKX CEX event contracts (use okx-cex-trade event), spot/swap/futures (okx-cex-trade), crypto market data (okx-cex-market), or CEX portfolio (okx-cex-portfolio). Namespace required: account: balance/positions/order/orders/trades; clob: price/prices/midpoint/midpoints/spread/spreads/book/books; data: events/event/event-markets/market/trending/ticker/candles; ctf: split/merge/redeem; wallet: show; auth: login/refresh/status; setup: status/region/bind.

620 installs
RE

remotion-best-practices

sickn33/antigravity-awesome-skills

Best practices for Remotion - Video creation in React

620 installs
PY

pytorch-lightning

davila7/claude-code-templates

High-level PyTorch framework with Trainer class, automatic distributed training (DDP/FSDP/DeepSpeed), callbacks system, and minimal boilerplate. Scales from laptop to supercomputer with same code. Use when you want clean training loops with built-in best practices.

620 installs
TS

tscircuit

tscircuit/skill

Build, modify, and debug tscircuit (React/TypeScript) PCB designs. Use when working with tsci CLI (init/dev/search/add/import/build/export/snapshot/push), choosing footprints, placing parts, wiring nets/traces, or preparing fabrication outputs (Gerbers/BOM/PnP).

620 installs
AW

aws-skills

sickn33/antigravity-awesome-skills

AWS development with infrastructure automation and cloud architecture patterns

620 installsAudited
GO

gog-cli

intellectronica/agent-skills

Use this skill whenever the user wants to operate Google Workspace from the command line with gog/gogcli, including Gmail, Calendar, Drive, Docs, Sheets, Slides, Forms, Apps Script, Chat, Classroom, Contacts, Tasks, People, Groups, Admin, Keep, auth, configuration, scripting, or agent-safe Google automation. Prefer this skill for Google account/file/mail/calendar work when the user mentions gog, gogcli, Google CLI, Gmail search/send, Calendar events, Drive files, Docs/Sheets/Slides editing, Forms, Apps Script, Workspace admin, or command-line Google automation.

620 installs
DA

daily-news

6551team/daily-news

Daily news and hot topics via the 6551 API. Supports news categories, hot news articles, and trending tweets by category.

619 installs
ML

ml-paper-writing

orchestra-research/ai-research-skills

Write publication-ready ML/AI papers for NeurIPS, ICML, ICLR, ACL, AAAI, COLM. Use when drafting papers from research repos, structuring arguments, verifying citations, or preparing camera-ready submissions. For systems venues (OSDI, NSDI, ASPLOS, SOSP), use systems-paper-writing instead.

619 installs
NE

nestjs-testing-expert

shipshitdev/library

Testing patterns for NestJS apps using Jest, covering unit, integration, and e2e tests.

619 installs
RE

recipe-audit-external-sharing

googleworkspace/cli

Find and review Google Drive files shared outside the organization.

618 installsAudited
NE

nestjs-expert

davila7/claude-code-templates

Nest.js framework expert specializing in module architecture, dependency injection, middleware, guards, interceptors, testing with Jest/Supertest, TypeORM/Mongoose integration, and Passport.js authentication. Use PROACTIVELY for any Nest.js application issues including architecture decisions, testing strategies, performance optimization, or debugging complex dependency injection problems. If a specialized expert is a better fit, I will recommend switching and stop.

618 installs
FR

frontend-patterns

davila7/claude-code-templates

Frontend development patterns for React, Next.js, state management, performance optimization, and UI best practices.

618 installs
BE

beautifulsoup-parsing

mindrally/skills

Expert guidance for HTML/XML parsing using BeautifulSoup in Python with best practices for DOM navigation, data extraction, and efficient scraping workflows.

618 installs
MA

maestro-mobile-testing

tovimx/maestro-mobile-testing-skill

Maestro mobile E2E testing patterns for React Native/Expo apps: YAML test flows, testID selectors, adaptive auth state, optimistic update verification, GraalJS scripting, cross-platform stability, CI/CD integration, Maestro Cloud, and MCP server integration

618 installs