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
SW

swift-testing-pro

twostraws/swift-testing-agent-skill

Writes, reviews, and improves Swift Testing code using modern APIs and best practices. Use when reading, writing, or reviewing projects that use Swift Testing.

6.0k installsAudited
RE

remember

rohitg00/agentmemory

Save an insight, decision, or learning to agentmemory's long-term storage with searchable concept tags. Use when the user says "remember this", "save this", "note that", "don't forget", or wants to preserve knowledge for future sessions.

6.0k installs
MU

multiplayer-game

Official
rivet-dev/skills

Pragmatic patterns for building multiplayer games: matchmaking, tick loops, realtime state, interest management, and validation.

6.0k installs
AN

angular-forms

analogjs/angular-skills

Build signal-based forms in Angular v21+ using the new Signal Forms API. Use for form creation with automatic two-way binding, schema-based validation, field state management, and dynamic forms. Triggers on form implementation, adding validation, creating multi-step forms, or building forms with conditional fields. Signal Forms are experimental but recommended for new Angular projects. Don't use for template-driven forms without signals or third-party form libraries like Formly or ngx-formly.

6.0k installsAudited
RE

recall

rohitg00/agentmemory

Search agentmemory for past observations, sessions, and learnings about a topic using hybrid BM25 plus vector plus graph search. Use when the user says "recall", "what did we do about", "did we ever", "have we seen", or needs context from past sessions.

6.0k installs
CP

cpp-coding-standards

affaan-m/everything-claude-code

C++ coding standards based on the C++ Core Guidelines (isocpp.github.io). Use when writing, reviewing, or refactoring C++ code to enforce modern, safe, and idiomatic practices.

6.0k installs
NU

nuxt-ui

onmax/nuxt-skills

Use when building styled UI with @nuxt/ui v4 components - create forms with validation, implement data tables with sorting, build modal dialogs and overlays, configure Tailwind Variants theming. Use vue skill for raw component patterns, reka-ui for headless primitives.

6.0k installsAudited
TA

tailwind-v4-shadcn

secondsky/claude-skills

| Production-tested setup for Tailwind CSS v4 with shadcn/ui, Vite, and React. Use when: initializing React projects with Tailwind v4, setting up shadcn/ui, implementing dark mode, debugging CSS variable issues, fixing theme switching, migrating from Tailwind v3, or encountering color/theming problems. Covers: @theme inline pattern, CSS variable architecture, dark mode with ThemeProvider, component composition, vite.config setup, common v4 gotchas, and production-tested patterns.

6.0k installs
SE

session-history

rohitg00/agentmemory

Show what happened in recent past sessions on this project as a clean timeline. Use when the user asks "what did we do last time", "session history", "past sessions", or wants an overview of previous work.

6.0k installsAudited
IM

implement-design

Official
figma/mcp-server-guide

Translates Figma designs into production-ready code with 1:1 visual fidelity. Use when implementing UI from Figma files, when user mentions "implement design", "generate code", "implement component", "build Figma design", provides Figma URLs, or asks to build components matching Figma specs. Requires Figma MCP server connection.

6.0k installs
FO

forget

rohitg00/agentmemory

Delete specific observations from agentmemory after showing them and getting explicit confirmation. Use when the user says "forget this", "delete memory", "remove that note", or wants to scrub specific data for privacy.

5.9k installsAudited
EX

excalidraw-diagram

coleam00/excalidraw-diagram-skill

Create Excalidraw diagram JSON files that make visual arguments. Use when the user wants to visualize workflows, architectures, or concepts.

5.9k installs
MA

market-research

affaan-m/everything-claude-code

Conduct market research, competitive analysis, investor due diligence, and industry intelligence with source attribution and decision-oriented summaries. Use when the user wants market sizing, competitor comparisons, fund research, technology scans, or research that informs business decisions.

5.9k installs
ST

strategic-compact

affaan-m/everything-claude-code

Suggests manual context compaction at logical intervals to preserve context through task phases rather than arbitrary auto-compaction.

5.9k installs
SH

shopify-polaris-app-home

Official
shopify/shopify-ai-toolkit

Build your app's primary user interface embedded in the Shopify admin. If the prompt just mentions `Polaris` and you can't tell based off of the context what API they meant, assume they meant this API.

5.9k installs
AS

ask-questions-if-underspecified

trailofbits/skills

Clarify requirements before implementing. Use when serious doubts arise.

5.9k installsAudited
ST

stop-slop

hardikpandya/stop-slop

Remove AI writing patterns from prose. Use when drafting, editing, or reviewing text to eliminate predictable AI tells.

5.9k installs
RE

recap

rohitg00/agentmemory

Summarize the last N agent sessions for the current project, grouped by date, with highlight observations per session. Use when the user asks "recap", "what have we been doing", "today", "this week", or wants a rollup of recent work.

5.9k installs
CO

commit-context

rohitg00/agentmemory

Trace a file, function, or line back to the agent session that produced its current commit. Use when the user asks "why is this code here", "what was the agent doing when this changed", "who wrote this", or wants context on a specific location in the codebase.

5.9k installs
GM

gmgn-track

gmgnai/gmgn-skills

Get real-time crypto buy/sell activity from Smart Money wallets, KOL influencer wallets, and personally followed wallets via GMGN API — alpha signals, whale tracking, meme token copy-trading ideas on Solana, BSC, Base, or Ethereum. Also query which tokens a wallet has followed (bookmarked) on GMGN. Use when user asks what smart money or KOLs are buying, wants whale alerts, on-chain alpha, copy-trade signals, or wants to check a wallet's followed tokens. (For a specific wallet address's portfolio, use gmgn-portfolio.)

5.9k installs
DB

dbs-good-question

dontbesilent2025/dbskill

|

5.9k installsAudited
HA

handoff

rohitg00/agentmemory

Resume the most recent agent session for the current working directory, leading with any unanswered question. Use when the user says "where were we", "resume", "handoff", "pick up where I left off", or starts a session with no fresh context.

5.9k installs
CO

competitor-analysis

aaron-he-zhu/seo-geo-claude-skills

Use when the user asks to "analyze competitors" or "竞品分析"; benchmarks competitor keywords, content, backlinks, AI citations, and traffic share into strengths, weaknesses, and an action plan. Not for a pairwise topic-coverage gap map — use content-gap-analysis. 竞品分析/竞争对手

5.9k installs
CO

commit-history

rohitg00/agentmemory

List recent git commits linked to agent sessions, optionally filtered by branch or repo. Use when the user asks "show agent commits", "what has the agent shipped", "list linked commits", or wants commits with their session context.

5.9k installs
CT

ctf-reverse

ljagiello/ctf-skills

Provides reverse engineering techniques for CTF challenges. Use when the main job is to understand how a compiled, obfuscated, packed, or virtualized target works before exploiting or solving it, including binaries, APKs, WASM, firmware, custom VMs, bytecode, game clients, malware-like loaders, and anti-debug or anti-analysis logic. Do not use it when the vulnerability is already understood and the remaining task is exploitation; use pwn instead. Do not use it for pure web workflows, log or disk forensics, or standalone crypto problems unless reversing the implementation is the real blocker.

5.9k installs
RE

respond-to-pr-comments-in-blocklist

warpdotdev/common-skills

Walk users through PR review comments, fetching and displaying them first when needed, collect per-comment response decisions, apply requested fixes, and preview GitHub replies and resolutions before posting. Use when responding to PR review comments on the current branch.

5.8k installs
SH

shopify-customer

Official
shopify/shopify-ai-toolkit

The Customer Account API allows customers to access their own data including orders, payment methods, and addresses.

5.8k installs
SP

springboot-tdd

affaan-m/everything-claude-code

Test-driven development for Spring Boot using JUnit 5, Mockito, MockMvc, Testcontainers, and JaCoCo. Use when adding features, fixing bugs, or refactoring.

5.8k installsAudited
AN

angular-routing

analogjs/angular-skills

Implement routing in Angular v20+ applications with lazy loading, functional guards, resolvers, and route parameters. Use for navigation setup, protected routes, route-based data loading, and nested routing. Triggers on route configuration, adding authentication guards, implementing lazy loading, or reading route parameters with signals.

5.8k installsAudited
AP

apify-generate-output-schema

Official
apify/agent-skills

Generate output schemas (dataset_schema.json, output_schema.json, key_value_store_schema.json) for an Apify Actor by analyzing its source code. Use when creating or updating Actor output schemas.

5.8k installsAudited