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
PL

plan-design-review

nexu-io/open-design

|

1.3k installsAudited
AW

aws-sdk-java-v2-lambda

giuseppe-trisciuoglio/developer-kit

Provides AWS Lambda patterns using AWS SDK for Java 2.x. Use when invoking Lambda functions, creating/updating functions, managing function configurations, working with Lambda layers, or integrating Lambda with Spring Boot applications.

1.3k installsAudited
QI

qianwen-audio-tts

qianwen-ai/qianwen-ai

[QianWen] Synthesize speech from text with Qwen TTS models. TRIGGER when: user wants to convert text to speech, create voiceovers, generate audio narration, read text aloud, build TTS applications, mentions speech synthesis/voice generation/audio output from text, or explicitly invokes this skill by name (e.g. use qianwen-audio-tts). DO NOT TRIGGER when: user wants speech recognition/ASR, text generation without audio, non-Qwen audio tasks.

1.3k installs
HA

hand-drawn-diagrams

nexu-io/open-design

|

1.3k installs
OP

opencli-web-automation

aradotso/trending-skills

Turn any website into a CLI using browser session reuse and AI-powered command discovery

1.3k installs
CL

claimable-postgres

Official
neondatabase/agent-skills

>-

1.3k installs
D1

d1-drizzle-schema

jezweb/claude-skills

Generate Drizzle ORM schemas for Cloudflare D1 databases with correct D1-specific patterns. Produces schema files, migration commands, type exports, and DATABASE_SCHEMA.md documentation. Handles D1 quirks: foreign keys always enforced, no native BOOLEAN/DATETIME types, 100 bound parameter limit, JSON stored as TEXT. Use when creating a new database, adding tables, or scaffolding a D1 data layer.

1.3k installs
VE

venice-audio-music

nexu-io/open-design

|

1.3k installsAudited
GI

git-create-repo

zc277584121/mygitplugin

Create a new GitHub repository and clone it locally

1.3k installsAudited
ME

mermaid-visualizer

axtonliu/axton-obsidian-visual-skills

Transform text content into professional Mermaid diagrams for presentations and documentation. Use when users ask to visualize concepts, create flowcharts, or make diagrams from text. Supports process flows, system architectures, comparisons, mindmaps, and more with built-in syntax error prevention.

1.3k installsAudited
XM

x-mastery-mentor

alchaincyf/x-mentor-skill

|

1.3k installs
AW

aws-sdk-java-v2-bedrock

giuseppe-trisciuoglio/developer-kit

Provides Amazon Bedrock patterns using AWS SDK for Java 2.x. Invokes foundation models (Claude, Llama, Titan), generates text and images, creates embeddings for RAG, streams real-time responses, and configures Spring Boot integration. Use when asking about Bedrock integration, Java SDK for AI models, AWS generative AI, Claude/Llama invocation, embeddings for RAG, or Spring Boot AI setup.

1.3k installs
DE

deslop

brianlovin/claude-config

Remove AI-generated code slop from the current branch. Use after writing code to clean up unnecessary comments, defensive checks, and inconsistent style.

1.3k installs
AP

app-icon-optimization

eronred/aso-skills

When the user wants to design, test, or improve their app icon to increase tap-through rate and conversions in App Store search and browse. Use when the user mentions "app icon", "icon design", "icon A/B test", "icon variants", "tap-through rate", "icon conversion", "icon refresh", or wants to know what makes a good app icon. For screenshot optimization, see screenshot-optimization. For full listing A/B tests, see ab-test-store-listing.

1.3k installsAudited
PP

ppt-keynote

nexu-io/open-design

Apple Keynote-quality slides, one card per screen, with keyboard left/right navigation.

1.3k installsAudited
DO

doc

nexu-io/open-design

|

1.3k installsAudited
AW

aws-sdk-java-v2-core

giuseppe-trisciuoglio/developer-kit

Provides AWS SDK for Java 2.x client configuration, credential resolution, HTTP client tuning, timeout, retry, and testing patterns. Use when creating or hardening AWS service clients, wiring Spring Boot beans, debugging auth or region issues, or choosing sync vs async SDK usage.

1.3k installs
MI

minimax-pdf

nexu-io/open-design

|

1.3k installsAudited
CA

caveman

juliusbrussee/skills

>

1.3k installs
SW

swiss-user-research-video-template

nexu-io/open-design

|

1.3k installsAudited
DE

debugging-lambda-timeouts

aws/agent-toolkit-for-aws

Debugs AWS Lambda function timeout failures by systematically analyzing function configuration, CloudWatch logs and metrics, VPC/networking, cold starts, memory constraints, and downstream dependencies to identify root causes with actionable fixes. Use when a Lambda function is timing out or approaching its timeout limit.

1.3k installsAudited
AW

aws-sdk-java-v2-kms

giuseppe-trisciuoglio/developer-kit

Provides AWS Key Management Service (KMS) patterns using AWS SDK for Java 2.x. Use when creating/managing encryption keys, encrypting/decrypting data, generating data keys, digital signing, key rotation, or integrating encryption into Spring Boot applications.

1.3k installs
AR

artifacts-builder

nexu-io/open-design

|

1.3k installs
PO

posthog-instrumentation

Official
posthog/posthog-for-claude

Automatically add PostHog analytics instrumentation to code. Triggers when user asks to add tracking, instrument events, add analytics, or implement feature flags in their codebase.

1.3k installs
RE

recommendation-canvas

deanpeters/product-manager-skills

Evaluate an AI product idea across outcomes, hypotheses, risks, and positioning. Use when deciding whether an AI solution deserves investment or recommendation.

1.3k installs
IM

imagegen

nexu-io/open-design

|

1.3k installsAudited
GS

gsap-scrolltrigger

nexu-io/open-design

|

1.3k installsAudited
TA

tavily-key-generator-proxy

aradotso/trending-skills

Auto batch-register Tavily API keys via browser automation and pool them behind a unified proxy gateway with web console

1.3k installs
FI

figma-generate-design

nexu-io/open-design

|

1.3k installsAudited
FU

full-page-screenshot

nexu-io/open-design

|

1.3k installs