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
VI

video-report

Official
remotion-dev/remotion

Generate a report about a video

1.5k installs
MU

music-downloader

nymbo/skills

This skill should be used when users need to download audio or music from online platforms like YouTube, SoundCloud, Spotify, or other streaming services. It provides yt-dlp and spotdl command templates for high-quality audio extraction, playlist downloads, metadata embedding, and multi-platform support.

1.5k installs
PE

pestle-analysis

phuryn/pm-skills

Perform a PESTLE analysis covering Political, Economic, Social, Technological, Legal, and Environmental factors. Use when assessing the macro environment, doing strategic planning, or evaluating external factors affecting your business.

1.5k installsAudited
SH

shipping-products

refoundai/lenny-skills

Help users ship products faster and with higher quality. Use when someone is planning a launch, struggling to release features, dealing with shipping velocity issues, or trying to establish better release practices.

1.5k installs
FL

flutter-accessibility-audit

Official
flutter/skills

Triggers an accessibility scan through the widget_inspector and automatically adds Semantics widgets or missing labels to the source code.

1.5k installsAudited
AP

apple-search-ads

eronred/aso-skills

When the user wants to set up, optimize, or scale Apple Search Ads (ASA) campaigns — including keyword bidding, match types, campaign structure, Creative Product Sets, CPP routing, and ROAS optimization. Use when the user mentions "Apple Search Ads", "ASA", "Search Ads", "Search tab ads", "Today tab ads", "CPT", "TTR", "Search Match", "exact match", "broad match", "CPP in ads", "ASA bidding", or "Search Ads budget". For Meta/Google UAC/TikTok paid UA, see ua-campaign.

1.5k installsAudited
DI

diagnose

vinvcn/mattpocock-skills-zh-cn

面向棘手 bug 和性能回退的纪律化 diagnosis loop。Reproduce → minimise → hypothesise → instrument → fix → regression-test. Use when user says "diagnose this" / "debug this", reports a bug, says something is broken/throwing/failing, or describes a performance regression.

1.5k installsAudited
BR

brainstorm-experiments-new

phuryn/pm-skills

Design lean startup experiments (pretotypes) for a new product. Creates XYZ hypotheses and suggests low-effort validation methods like landing pages, explainer videos, and pre-orders. Use when validating a new product idea, creating pretotypes, or testing market demand.

1.5k installsAudited
DO

documentation-update

geoffjay/claude-plugins

Regenerates documentation files (agents.md, agent-skills.md, plugins.md, usage.md) from marketplace data using Jinja templates. Use when plugins are added, updated, or removed to keep documentation in sync.

1.5k installsAudited
EX

exploring-data-catalog

aws/agent-toolkit-for-aws

>-

1.5k installsAudited
EN

energy-management

refoundai/lenny-skills

Help users manage their energy for sustained performance. Use when someone is feeling burned out, trying to find their zone of genius, scheduling for productivity, or identifying what drains vs energizes them.

1.5k installs
OB

observability-service-health

elastic/agent-skills

>

1.5k installs
CH

chrome-extensions

googlechrome/modern-web-guidance

>

1.5k installs
SW

swift-style

johnrogers/claude-swift-engineering

Swift code style conventions for clean, readable code. Use when writing Swift code to ensure consistent formatting, naming, organization, and idiomatic patterns.

1.5k installsAudited
TE

test-tui

Official
openai/codex

Guide for testing Codex TUI interactively

1.5k installs
OU

outcome-roadmap

phuryn/pm-skills

Transform an output-focused roadmap into an outcome-focused one that communicates strategic intent. Rewrites initiatives as outcome statements reflecting user and business impacts. Use when shifting to outcome roadmaps, making a roadmap more strategic, or rewriting feature lists as outcomes.

1.5k installs
IM

improve-codebase-architecture

vinvcn/mattpocock-skills-zh-cn

根据 CONTEXT.md 中的 domain language 和 docs/adr/ 中的 decisions,寻找 codebase 的 deepening opportunities。Use when the user wants to improve architecture, find refactoring opportunities, consolidate tightly-coupled modules, or make a codebase more testable and AI-navigable.

1.5k installsAudited
PO

poster-design-generation

eachlabs/skills

Generate professional poster designs using each::sense AI. Create movie posters, event posters, motivational posters, product launch visuals, vintage designs, travel posters, and more with AI-powered creative generation.

1.5k installs
BA

banner-creator

resciencelab/opc-skills

Create banners using AI image generation. Discuss format/style, generate variations, iterate with user feedback, crop to target ratio. Use when user wants to create a banner, header, hero image, cover image, GitHub banner, Twitter header, or readme banner.

1.5k installs
AN

angular-developer

affaan-m/everything-claude-code

Generates Angular code and provides architectural guidance. Trigger when creating projects, components, or services, or for best practices on reactivity (signals, linkedSignal, resource), forms, dependency injection, routing, SSR, accessibility (ARIA), animations, styling (component styles, Tailwind CSS), testing, or CLI tooling.

1.5k installsAudited
TE

testing-agentforce

forcedotcom/afv-library

Write, run, and analyze structured test suites for Agentforce agents. TRIGGER when: user writes or modifies test spec YAML (AiEvaluationDefinition); runs sf agent test create, run, run-eval, or results commands; asks about test coverage strategy, metric selection, or custom evaluations; interprets test results or diagnoses test failures; asks about batch testing, regression suites, or CI/CD test integration. DO NOT TRIGGER when: user creates, modifies, previews, or debugs .agent files (use developing-agentforce); deploys or publishes agents; writes Agent Script code; uses sf agent preview for development iteration; analyzes production session traces (use observing-agentforce).

1.5k installsAudited
RE

react-hook-form

pproenca/dot-skills

React Hook Form performance optimization for client-side form validation using useForm, useWatch, useController, useFieldArray, and the v7.55+ subscribe() API. This skill should be used when building client-side controlled forms with React Hook Form library. This skill does NOT cover React 19 Server Actions, useActionState, or server-side form handling (use react-19 skill for those).

1.5k installs
DE

design-review

nexu-io/open-design

|

1.5k installs
HO

homelab-network-readiness

affaan-m/everything-claude-code

Readiness checklist for homelab VLAN segmentation, local DNS filtering, and WireGuard-style remote access before changing router, firewall, DHCP, or VPN configuration.

1.5k installsAudited
IN

interview-script

phuryn/pm-skills

Create a structured customer interview script with JTBD probing questions, warm-up, core exploration, and wrap-up sections. Follows The Mom Test principles — no leading questions, no pitching, focus on past behavior. Use when preparing for user interviews, creating interview guides, or planning discovery research.

1.5k installsAudited
QU

querying-data-lake

aws/agent-toolkit-for-aws

>-

1.5k installsAudited
GR

growth-loops

phuryn/pm-skills

Identify growth loops (flywheels) for sustainable traction. Evaluates 5 loop types: Viral, Usage, Collaboration, User-Generated, and Referral. Use when designing growth mechanisms, building product-led traction, or understanding how growth loops work.

1.5k installsAudited
US

using-ui-bundle-salesforce-data

forcedotcom/afv-library

MUST activate when the project contains a uiBundles/*/src/ directory and the task involves ANY Salesforce record operation — reading, creating, updating, or deleting. Use this skill when building forms that submit to Salesforce, pages that display Salesforce records, or any code that touches Salesforce objects or custom objects. Activate when files under uiBundles/*/src/ import from @salesforce/sdk-data, or when *.graphql files or codegen.yml exist. This skill owns all Salesforce data access patterns in UI bundles. Does not apply to authentication/OAuth setup, schema changes, Bulk/Tooling/Metadata API, or declarative automation.

1.5k installsAudited
PL

plan-orchestrate

affaan-m/everything-claude-code

Read a plan document, decompose it into steps, design a per-step agent chain from the ECC catalogue, and emit ready-to-paste /orchestrate custom prompts. Generative only — never invokes /orchestrate itself. Use when the user has a multi-step plan and wants to drive it through orchestrate without composing chains by hand.

1.5k installsAudited
SE

sentry-go-sdk

Official
getsentry/sentry-for-ai

Full Sentry SDK setup for Go. Use when asked to "add Sentry to Go", "install sentry-go", "setup Sentry in Go", or configure error monitoring, tracing, logging, metrics, or crons for Go applications. Supports net/http, Gin, Echo, Fiber, FastHTTP, Iris, Negroni, and gRPC.

1.5k installs