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
M0

m07-concurrency

zhanghandong/rust-skills

CRITICAL: Use for concurrency/async. Triggers: E0277 Send Sync, cannot be sent between threads, thread, spawn, channel, mpsc, Mutex, RwLock, Atomic, async, await, Future, tokio, deadlock, race condition, 并发, 线程, 异步, 死锁

831 installs
PA

paper-lookup

k-dense-ai/scientific-agent-skills

Search 10 academic paper databases via REST APIs for research papers, preprints, and scholarly articles. Covers PubMed, PMC (full text), bioRxiv, medRxiv, arXiv, OpenAlex, Crossref, Semantic Scholar, CORE, Unpaywall. Use when searching for papers, citations, DOI/PMID lookups, abstracts, full text, open access, preprints, citation graphs, author search, or any scholarly literature query. Triggers on mentions of any supported database or requests like "find papers on X" or "look up this DOI".

831 installs
PR

product-manager-toolkit

alirezarezvani/claude-skills

Comprehensive toolkit for product managers including RICE prioritization, customer interview analysis, PRD templates, discovery frameworks, and go-to-market strategies. Use when prioritizing features, synthesizing user research, writing requirement documentation, or developing product strategy.

831 installs
AS

asc-screenshot-resize

rudrankriyam/app-store-connect-cli-skills

Resize and validate App Store screenshots with current asc screenshot-size data and macOS sips. Use when preparing or fixing screenshots for App Store Connect submission.

831 installsAudited
CA

carousel-writer-sms

blacktwist/social-media-skills

When the user wants to write content for a LinkedIn carousel, Instagram carousel, Facebook carousel, TikTok photo carousel, Pinterest Idea Pin, or any swipeable multi-slide format. Also use when the user mentions 'carousel,' 'slides,' 'LinkedIn carousel,' 'Instagram carousel,' 'IG carousel,' 'photo carousel,' 'TikTok photo carousel,' 'Idea Pin,' 'Pinterest Idea Pin,' 'swipe post,' 'slide deck,' or 'visual content.' Outputs slide-by-slide text content (not visual design). For single posts, see post-writer-sms. For threads, see thread-writer-sms. For caption copy under each slide post, see caption-writer-sms.

830 installsAudited
UI

ui-components

yonatangross/orchestkit

UI component library patterns for shadcn/ui and Radix Primitives. Use when building accessible component libraries, customizing shadcn components, using Radix unstyled primitives, or creating design system foundations.

829 installsAudited
PH

phoenix-tracing

arize-ai/phoenix

OpenInference semantic conventions and instrumentation for Phoenix AI observability. Use when implementing LLM tracing, creating custom spans, or deploying to production.

829 installs
RE

responsive-patterns

yonatangross/orchestkit

Responsive design with Container Queries, fluid typography, cqi/cqb units, subgrid, intrinsic layouts, foldable devices, and mobile-first patterns for React applications. Use when building responsive layouts or container queries.

829 installsAudited
AG

agent-flow-visualization

aradotso/trending-skills

VS Code extension for real-time visualization of Claude Code agent orchestration as interactive node graphs

828 installsAudited
DE

debugging

tursodatabase/turso

How to debug tursodb using Bytecode comparison, logging, ThreadSanitizer, deterministic simulation, and corruption analysis tools

828 installs
NE

nemoclaw-user-manage-policy

nvidia/skills

Adds, removes, or modifies allowed endpoints in the sandbox policy. Use when customizing network policy, changing egress rules, or configuring sandbox endpoint access. Trigger keywords - customize nemoclaw network policy, sandbox egress policy configuration, nemoclaw integration policy examples, post-install policy setup, openshell approval workflow, policy preset, nemoclaw approve network requests, sandbox egress approval tui.

828 installs
PU

pubchem-database

google-deepmind/science-skills

>

828 installs
DI

diffity-diff

kamranahmedse/diffity

Open the diffity diff viewer in the browser to see your changes

828 installsAudited
RE

review-pr

tirth8205/code-review-graph

Review a PR or branch diff using the knowledge graph for full structural context. Outputs a structured review with blast-radius analysis.

828 installsAudited
AL

alphafold-database-fetch-and-analyze

google-deepmind/science-skills

>

828 installsAudited
RE

reverse-engineer-rpi

boshu2/agentops

Reverse-engineer product specs.

828 installs
AG

agent-browser

inference-sh/skills

Browser automation for AI agents via inference.sh. Navigate web pages, interact with elements using @e refs, take screenshots, record video. Capabilities: web scraping, form filling, clicking, typing, drag-drop, file upload, JavaScript execution. Use for: web automation, data extraction, testing, agent browsing, research. Triggers: browser, web automation, scrape, navigate, click, fill form, screenshot, browse web, playwright, headless browser, web agent, surf internet, record video

828 installs
RE

relational-database-mcp-cloudbase

tencentcloudbase/skills

This is the required documentation for agents operating on the CloudBase Relational Database through MCP. It defines the canonical SQL management flow with `querySqlDatabase`, `manageSqlDatabase`, `queryPermissions`, and `managePermissions`, including MySQL provisioning, destroy flow, async status checks, safe query execution, schema initialization, and permission updates.

828 installs
OP

open-graph

kostja94/marketing-skills

When the user wants to add or optimize Open Graph metadata for social sharing. Also use when the user mentions "Open Graph," "og:tags," "og:title," "og:image," "og:description," "Facebook preview," "LinkedIn preview," or "social share preview." For X (Twitter) link previews, use twitter-cards. For SERP title/description, use title-tag and meta-description.

827 installsAudited
CO

concise-planning

sickn33/antigravity-awesome-skills

Use when a user asks for a plan for a coding task, to generate a clear, actionable, and atomic checklist.

827 installsAudited
BR

brainstorm

boshu2/agentops

Separate goals from implementation.

827 installsAudited
CN

cnki-search

cookjohn/cnki-skills

Search CNKI (中国知网) for papers by keyword. Use when the user wants to find academic papers on a topic.

827 installs
FL

flutter-environment-setup-windows

Official
flutter/skills

Set up a Windows environment for Flutter development

827 installs
AV

avast-premium-security-detection

aradotso/security-skills

Identify and analyze suspicious software distribution repositories claiming to offer cracked or pirated security software

827 installs
LL

llm-wiki

nashsu/llm_wiki_skill

Query the user's LLM Wiki knowledge base (the LLM Wiki desktop app at 127.0.0.1:19828 — NOT Obsidian, Notion, Apple Notes, Logseq, or any other PKM tool). Trigger ONLY when the user explicitly names LLM Wiki, says 'my wiki', 'my 知识库 / 知识库 / knowledge base', or asks things like 'what does my wiki say about X', 'read wiki page Y', 'show my wiki graph / 知识图谱', 'search in my LLM Wiki project', 'rescan my wiki sources / 重新索引', or names a wiki project by ID. DO NOT trigger on generic 'search my notes', 'find in my notebook', 'check my Obsidian', etc. — those belong to other tools the user may have installed. Covers wiki page search, file listing, content read, knowledge graph navigation, and source rescan against the running LLM Wiki desktop app. Read-only except for source rescan.

826 installsAudited
MC

mckinsey-consultant

mann1988/awesome-claude-skills

McKinsey顾问式问题解决系统。从商业问题出发,通过假设驱动的结构化分析方法,生成McKinsey风格研究报告和PPT。融合Problem Solving方法论、MECE原则、Issue Tree拆解、Hypotheses形成、Dummy Page设计、智能数据收集和专业PPT生成能力。

826 installs
CO

content-repurposer-sms

blacktwist/social-media-skills

When the user wants to turn one piece of content into multiple formats or adapt content across text-first and visual-first platforms (LinkedIn, Twitter/X, Threads, Bluesky, Facebook, Instagram, TikTok, Pinterest, YouTube). Also use when the user mentions 'repurpose,' 'turn this into,' 'adapt this for,' 'cross-post,' 'reformat,' 'blog to social,' 'newsletter to posts,' 'video to posts,' 'YouTube to clips,' 'Reels from a podcast,' or 'get more from this content.' For writing original posts, see post-writer-sms. For threads, see thread-writer-sms. For carousels, see carousel-writer-sms. For visual-first captions, see caption-writer-sms.

826 installsAudited
NC

ncbi-sequence-fetch

google-deepmind/science-skills

>

826 installs
SC

scientific-schematics

k-dense-ai/scientific-agent-skills

Create publication-quality scientific diagrams using Nano Banana 2 AI with smart iterative refinement. Uses Gemini 3.1 Pro Preview for quality review. Only regenerates if quality is below threshold for your document type. Specialized in neural network architectures, system diagrams, flowcharts, biological pathways, and complex scientific visualizations.

826 installs
GM

gmail-skill

idanbeck/claude-skills

Read, search, send, and draft Gmail emails and Google contacts. Use when the user asks to check email, find emails, search messages, send emails, create drafts, look up contacts, or find someone's email/phone. Supports multiple accounts.

825 installs