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
DDddia-systems logo

ddia-systems

wondelai/skills

Design reliable, scalable data systems by mastering storage engines, replication, partitioning, and consistency trade-offs.

2.5k installs
GUguizang-social-card-skill logo

guizang-social-card-skill

op7418/guizang-social-card-skill

Generate Guizang-style social card image sets for Xiaohongshu, WeChat Official Account, and article covers.

2.5k installs
MLml-pipeline logo

ml-pipeline

jeffallan/claude-skills

Design and deploy production ML pipelines with experiment tracking, orchestration, and automated model lifecycle management.

2.5k installs
EMemail-drafter logo

email-drafter

shubhamsaboo/awesome-llm-apps

Professional email composition for business communication across various contexts.

2.5k installs
GEgenerating-flow logo

generating-flow

forcedotcom/sf-skills

Generate Salesforce Flows declaratively using a 3-step MCP pipeline—no manual XML editing required.

2.5k installsAudited
NAnaval-perspective logo

naval-perspective

alchaincyf/naval-skill

Embody Naval Ravikant's decision-making framework and mental models for wealth, leverage, and clarity.

2.5k installs
HIhigh-perf-browser logo

high-perf-browser

wondelai/skills

Optimize web performance through network protocols, resource loading, and browser rendering internals.

2.5k installs
SIsigma logo

sigma

sanyuan0704/sanyuan-skills

Personalized 1-on-1 AI tutor using Bloom's 2-Sigma mastery learning with Socratic questioning and adaptive pacing.

2.5k installsAudited
COcoding-tutor logo

coding-tutor

everyinc/compound-engineering-plugin

Personalized coding tutorials that evolve with your knowledge, using your actual codebase and spaced repetition.

2.5k installs
BPbpmn logo

bpmn

markdown-viewer/skills

Create BPMN, EIP, and Lean Mapping diagrams using PlantUML syntax with stencil icons.

2.5k installsAudited
NEnetwork logo

network

markdown-viewer/skills

Create network topology diagrams with PlantUML and mxgraph device icons for LAN/WAN and datacenter design.

2.5k installsAudited
LIliterature-review logo

literature-review

lingzhi227/agent-research-skills

Conduct comprehensive literature reviews through multi-perspective expert dialogue and systematic paper synthesis.

2.5k installs
APapp-store-review logo

app-store-review

dpearson2699/swift-ios-skills

Prevent App Store rejections with guidance on review guidelines, privacy manifests, IAP rules, and compliance checklists.

2.5k installs
EXextract-design logo

extract-design

manavarya09/design-extract

Extract complete design systems from any website into 8 ready-to-use formats.

2.5k installs
GIgithub logo

github

steipete/clawdis

GitHub CLI for managing issues, PRs, CI logs, comments, reviews, and API queries.

2.5k installs
ASasc-release-flow logo

asc-release-flow

rudrankriyam/app-store-connect-cli-skills

Validate app readiness and drive App Store submission with asc, handling metadata, builds, IAP, subscriptions, and privacy checks.

2.5k installsAudited
COcompetitive-analysis logo

competitive-analysis

refoundai/lenny-skills

Understand competitive dynamics and position against the status quo, not just direct competitors.

2.5k installsAudited
APapify-influencer-discovery logo

apify-influencer-discovery

Official
apify/agent-skills

Discover and analyze influencers across Instagram, Facebook, YouTube, and TikTok for brand partnerships.

2.5k installs
PPpp-espn logo

pp-espn

mvanhorn/printing-press-library

Live sports scores, standings, and game summaries across 10 leagues—no API key required.

2.5k installs
EVeverything-claude-code logo

everything-claude-code

affaan-m/everything-claude-code

Learn development conventions and patterns for the everything-claude-code JavaScript project.

2.5k installsAudited
UXux-copy logo

ux-copy

Official
anthropics/knowledge-work-plugins

Write and review UX copy—buttons, error messages, empty states, and onboarding text.

2.5k installsAudited
CRcrossing-the-chasm logo

crossing-the-chasm

wondelai/skills

Navigate technology adoption from early adopters to mainstream customers using beachhead strategy and whole-product positioning.

2.5k installs
ASasc-xcode-build logo

asc-xcode-build

rudrankriyam/app-store-connect-cli-skills

Build, archive, and export Xcode projects for App Store Connect upload with version/build number management.

2.5k installsAudited
FRfrontend-dev logo

frontend-dev

minimax-ai/skills

Build production-ready frontend pages with AI-generated assets, cinematic animations, and persuasive copy.

2.5k installsAudited
QUquerying-soql logo

querying-soql

forcedotcom/sf-skills

SOQL query generation, optimization, and analysis with 100-point scoring for Salesforce.

2.5k installsAudited
USuser-story logo

user-story

deanpeters/product-manager-skills

Create user stories with Mike Cohn format and Gherkin acceptance criteria for development-ready work.

2.5k installsAudited
GEgenerating-custom-object logo

generating-custom-object

forcedotcom/sf-skills

Create and validate Salesforce Custom Object metadata XML with correct sharing models and field configurations.

2.5k installsAudited
GEgenerating-custom-field logo

generating-custom-field

forcedotcom/sf-skills

Generate and validate Salesforce Custom Field metadata with constraints to prevent deployment errors.

2.5k installsAudited
INinkos-multi-agent-novel-writing logo

inkos-multi-agent-novel-writing

aradotso/trending-skills

Multi-agent CLI system for autonomous novel writing with human review gates and 33-dimension auditing.

2.5k installs
BUbuilding-admin-dashboard-customizations logo

building-admin-dashboard-customizations

Official
medusajs/medusa-agent-skills

Build custom admin dashboard UI extensions with widgets, pages, forms, and tables using Medusa Admin SDK.

2.5k installs