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.

8,843 skills
APapollo-mcp-server logo

apollo-mcp-server

Official
apollographql/skills

Connect AI agents to GraphQL APIs via the Model Context Protocol with Apollo MCP Server.

2.0k installs
VIvibe-security logo

vibe-security

raroque/vibe-security-skill

Audit codebases for AI-introduced security vulnerabilities in rapidly-built applications.

2.0k installs
REretention-optimization logo

retention-optimization

eronred/aso-skills

Diagnose and fix user churn with retention benchmarks, activation tactics, and engagement strategies.

2.0k installsAudited
DRdraw-io-diagram-generator logo

draw-io-diagram-generator

Official
github/awesome-copilot

Generate and edit draw.io diagram files with correct mxGraph XML structure, ready to open in VS Code.

2.0k installsAudited
REretrieving-datacloud logo

retrieving-datacloud

forcedotcom/sf-skills

Query, search, and inspect Salesforce Data Cloud objects with SQL, vector search, and metadata introspection.

2.0k installsAudited
NOnotion-research-documentation logo

notion-research-documentation

Official
openai/skills

Research across Notion and synthesize findings into structured briefs, reports, and comparisons with citations.

2.0k installs
MSmsw-packages logo

msw-packages

msw-git/msw-ai-coding-plugins-official

Official prebuilt feature packages for MSW game systems—check before building from scratch.

2.0k installs
COcompetitive-brief logo

competitive-brief

Official
anthropics/knowledge-work-plugins

Research competitors and identify positioning gaps, messaging opportunities, and market threats.

2.0k installs
AGagent-platform-rag-engine-management logo

agent-platform-rag-engine-management

google/skills

Manage and query Agent Platform RAG Engine corpora to retrieve grounded contexts for AI-powered responses.

2.0k installs
PIpixijs-scene-particle-container logo

pixijs-scene-particle-container

pixijs/pixijs-skills

Render thousands of lightweight sprites efficiently in PixiJS v8 using ParticleContainer.

2.0k installsAudited
CEce-compound-refresh logo

ce-compound-refresh

everyinc/compound-engineering-plugin

Audit and refresh docs/solutions learnings against current codebase to eliminate stale, overlapping, or drifted documentation.

2.0k installsAudited
ACactivating-datacloud logo

activating-datacloud

forcedotcom/sf-skills

Manage Salesforce Data Cloud activations, targets, and downstream delivery of audiences and data.

2.0k installs
PIpixijs-filters logo

pixijs-filters

pixijs/pixijs-skills

Apply visual effects to PixiJS v8 containers using built-in and custom filters with GLSL/WGSL shaders.

2.0k installsAudited
COcompetitor-analysis logo

competitor-analysis

phuryn/pm-skills

Analyze competitors, map competitive landscape, and identify differentiation opportunities.

2.0k installs
DAdata-context-extractor logo

data-context-extractor

Official
anthropics/knowledge-work-plugins

Extract tribal data knowledge from analysts and generate company-specific data analysis skills.

2.0k installs
BUbusiness-growth-skills logo

business-growth-skills

alirezarezvani/claude-skills

Router for 4 business & growth skills: customer success, sales engineering, revenue ops, and contracts.

2.0k installs
CEce-commit logo

ce-commit

everyinc/compound-engineering-plugin

Create well-crafted git commits with clear, value-communicating messages following repo conventions.

2.0k installsAudited
MSmsw-ui-system logo

msw-ui-system

msw-git/msw-ai-coding-plugins-official

MSW `.ui` design, component API, builder, and runtime patterns—single entry point for UI development.

2.0k installsAudited
MSmsw-painter logo

msw-painter

msw-git/msw-ai-coding-plugins-official

Draw pixel art sprites directly in SVG/Canvas and upload as sprite resources when search finds nothing suitable.

2.0k installs
APapp-analytics logo

app-analytics

eronred/aso-skills

Set up, interpret, and optimize your app's analytics and tracking for data-driven decisions.

2.0k installsAudited
SEsentry-pr-code-review logo

sentry-pr-code-review

Official
getsentry/sentry-for-ai

Review and fix code issues detected by Sentry's Seer bug prediction in GitHub PRs.

2.0k installs
COconsulting-analysis logo

consulting-analysis

bytedance/deer-flow

Generate consulting-grade research reports with structured frameworks and data-driven insights.

2.0k installs
TAtailwindcss-animations logo

tailwindcss-animations

josiahsiegel/claude-plugin-marketplace

Tailwind CSS animations, transitions, and transforms with custom keyframes and accessibility support.

2.0k installsAudited
ASasc-localize-metadata logo

asc-localize-metadata

rudrankriyam/app-store-connect-cli-skills

Automatically translate and sync App Store metadata to multiple languages using LLM and asc CLI.

2.0k installs
JUjupyter-to-marimo logo

jupyter-to-marimo

marimo-team/skills

Convert Jupyter notebooks (.ipynb) to marimo notebooks (.py) with CLI and cleanup guidance.

2.0k installsAudited
FIfinance-manager logo

finance-manager

ailabs-393/ai-labs-claude-skills

Analyze spending patterns, extract transactions, and generate personalized financial insights with interactive reports.

2.0k installs
FRfrontend-ui-ux-engineer logo

frontend-ui-ux-engineer

404kidwiz/claude-supercode-skills

Transform plain UI into visually stunning interfaces with creative design thinking and micro-interactions.

2.0k installsAudited
NOnovel-writer-cn logo

novel-writer-cn

yangsonhung/awesome-agent-skills

AI-powered Chinese novel writing assistant for creation, continuation, character design, and worldbuilding.

2.0k installsAudited
CUcustomer-research logo

customer-research

Official
anthropics/knowledge-work-plugins

Multi-source research on customer questions with source attribution and confidence scoring.

2.0k installs
PIpixijs-create logo

pixijs-create

pixijs/pixijs-skills

Scaffold a new PixiJS v8 project or add PixiJS to an existing one with create-pixi CLI.

2.0k installsAudited