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
BUbug-hunt logo

bug-hunt

boshu2/agentops

Investigate bugs and root causes.

949 installs
MAmarketingskills-ai-agent-collection logo

marketingskills-ai-agent-collection

aradotso/marketing-skills

Marketing skills collection for AI agents - CRO, copywriting, SEO, analytics, and growth engineering

948 installs
PIpi-result-handling logo

pi-result-handling

agents365-ai/365-skills

Internal guidance for presenting Pi helper output back to the user

948 installsAudited
CLclientclub-downloader logo

clientclub-downloader

serpdownloaders/skills

download content from Clientclub instantly without ads or popups.

948 installs
SYsymbolic-equation logo

symbolic-equation

lingzhi227/agent-research-skills

Discover scientific equations from data using LLM-guided evolutionary search (LLM-SR). Multi-island algorithm with softmax-based cluster sampling, island reset, and LLM-proposed equation mutations. Use for symbolic regression and equation discovery.

948 installs
OBobservability logo

observability

assistant-ui/skills

Adds tracing, telemetry, and observability to an assistant-ui backend. Use when wiring an AI SDK route handler (streamText/generateText, toUIMessageStreamResponse) to a tracing backend: Langfuse via OpenTelemetry (LangfuseSpanProcessor and NodeSDK in instrumentation.ts, experimental_telemetry isEnabled, propagateAttributes with traceName/userId/sessionId, langfuseSpanProcessor.forceFlush on serverless), LangSmith via wrapAISDK(ai) from langsmith/experimental/vercel (createLangSmithProviderOptions, awaitPendingTraceBatches), or Helicone via createOpenAI baseURL https://oai.helicone.ai/v1 with the Helicone-Auth header. Also covers rendering collected spans with @assistant-ui/react-o11y headless primitives (SpanResource, SpanPrimitive Root/Indent/CollapseToggle/StatusIndicator/TypeBadge/Name/Children, SpanByIndexProvider, SpanData/SpanState) mounted via useAui/AuiProvider from @assistant-ui/store. Use for missing or empty traces, edge vs nodejs runtime telemetry, serverless flush issues, or trace waterfalls.

948 installs
DOdomain-ml logo

domain-ml

actionbook/rust-skills

Use when building ML/AI apps in Rust. Keywords: machine learning, ML, AI, tensor, model, inference, neural network, deep learning, training, prediction, ndarray, tch-rs, burn, candle, 机器学习, 人工智能, 模型推理

946 installsAudited
AIai-marketing-skills-automation logo

ai-marketing-skills-automation

aradotso/marketing-skills

Open-source AI marketing automation skills for growth experiments, sales pipeline, content ops, outbound, SEO, and finance automation

946 installs
ARarize-evaluator logo

arize-evaluator

Official
github/awesome-copilot

Handles LLM-as-judge evaluation workflows on Arize including creating/updating evaluators, running evaluations on spans or experiments, managing tasks, trigger-run operations, column mapping, and continuous monitoring. Use when the user mentions create evaluator, LLM judge, hallucination, faithfulness, correctness, relevance, run eval, score spans, score experiment, trigger-run, column mapping, continuous monitoring, or improve evaluator prompt.

946 installsAudited
CRcreate-video logo

create-video

heygen-com/skills

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946 installs
AIai-marketing-claude-suite logo

ai-marketing-claude-suite

aradotso/marketing-skills

Comprehensive AI marketing automation suite for Claude Code with 15 skills including website audits, copywriting, email sequences, ad campaigns, competitive analysis, and PDF reporting

946 installs
IMimage logo

image

Official
vercel-labs/json-render

Image renderer for json-render that turns JSON specs into SVG and PNG images via Satori. Use when working with @json-render/image, generating OG images from JSON, creating social cards, or rendering AI-generated image specs.

945 installsAudited
INintegrate-context-matic logo

integrate-context-matic

Official
github/awesome-copilot

Discovers and integrates third-party APIs using the context-matic MCP server. Uses `fetch_api` to find available API SDKs, `ask` for integration guidance, `model_search` and `endpoint_search` for SDK details. Use when the user asks to integrate a third-party API, add an API client, implement features with an external API, or work with any third-party API or SDK.

945 installsAudited
PIpi-cli-runtime logo

pi-cli-runtime

agents365-ai/365-skills

Internal helper contract for calling the pi-companion runtime from Claude Code

945 installs
PRpr-prep logo

pr-prep

boshu2/agentops

Prepare PR commits and body. Triggers: "pr-prep", "pr prep", "prepare pr commits and body.".

945 installsAudited
COcode-reviewer logo

code-reviewer

alirezarezvani/claude-skills

Code review automation for TypeScript, JavaScript, Python, Go, Swift, Kotlin, C#, .NET, Java, C, C++, Rust, Ruby, PHP, and Dart/Flutter. Analyzes PRs for complexity and risk, checks code quality for SOLID violations and code smells, generates review reports. Use when reviewing pull requests, analyzing code quality, identifying issues, generating review checklists.

944 installs
BIbilibili-analyzer logo

bilibili-analyzer

aidotnet/moyucode

自动分析B站视频内容,下载视频并拆解成帧图片,使用AI分析并生成详细的专题文档或实操教程。

943 installs
OPopenspec-proposal-creation-cn logo

openspec-proposal-creation-cn

forztf/open-skilled-sdd

通过openspec规范驱动的方法创建结构化的变更提案与规范差异。用于规划功能、创建提案、编写规范、引入新能力或启动开发流程。触发词包括 "openspec提案", "规划", "创建提案", "规划变更", "规范功能", "新功能", "新特性", "新需求", "添加功能规划", "设计规范"。

943 installs
SCschema-markup logo

schema-markup

kostja94/marketing-skills

When the user wants to add or optimize structured data (Schema.org, JSON-LD). Also use when the user mentions "schema," "structured data," "JSON-LD," "rich results," "rich snippets," "Google rich snippets," "featured snippet schema," "add schema to page," "missing structured data," "schema validation error," "Schema Markup Validator," "Google Rich Results Test," "FAQ schema," "Article schema," "Organization schema," "JobPosting," "HowTo," "Event," "SoftwareApplication," "BreadcrumbList," "WebSite," "Recipe," "Product," or "Dataset." For SERP feature types and zero-click patterns, use serp-features. For AI search visibility strategy (not markup), use generative-engine-optimization. For HowTo step sections (placement, copy, vs FAQ), use howto-section-generator.

943 installsAudited
COcomps-analysis logo

comps-analysis

Official
anthropics/financial-services-plugins

|

942 installsAudited
REreact-mcp logo

react-mcp

assistant-ui/skills

Lets end users add, authenticate, and manage MCP servers from the browser in assistant-ui apps with @assistant-ui/react-mcp. Use when building user-managed MCP server UIs: mounting McpManagerResource via useAui({ mcp }), declaring presets with defineConnector, dropping in McpConfigDialog, or composing McpManagerPrimitive (Root, Connectors, CustomServers, AddCustomTrigger), McpServerPrimitive (Root, Name, Icon, Status, ConnectButton, DisconnectButton, OAuthLink, RemoveButton, Error), and McpAddFormPrimitive (NameField, UrlField, AuthSelect, AuthFields, Submit, Cancel). Covers auth modes none/bearer/oauth, the OAuth flow with McpOAuthCallback, connection states, storage via McpLocalStorage/McpMemoryStorage/McpCustomStorage, reading state with useAuiState (s.mcp, s.mcpServer), and imperative addCustomServer/connect/callTool. Distinct from developer-defined backend @ai-sdk/mcp tools in the tools skill. Reach for this when connected-server tools are missing, OAuth never completes, or servers do not persist.

942 installs
GRgrill-me logo

grill-me

alirezarezvani/claude-skills

Interview the user relentlessly about a plan or design until reaching shared understanding, resolving each branch of the decision tree. Use when user wants to stress-test a plan, get grilled on their design, or mentions "grill me".

942 installs
CScsv-excel-merger logo

csv-excel-merger

onewave-ai/claude-skills

Merge multiple CSV/Excel files with intelligent column matching, data deduplication, and conflict resolution. Handles different schemas, formats, and combines data sources. Use when users need to merge spreadsheets, combine data exports, or consolidate multiple files into one.

942 installs
LIliterature-search-europepmc logo

literature-search-europepmc

google-deepmind/science-skills

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942 installsAudited
WOworkflow-skill-creator logo

workflow-skill-creator

google-deepmind/science-skills

>

942 installsAudited
BY

byted-kickart-marketing-material-generator

skills.volces.com

基于火山引擎Kickart服务生成抖店/抖音商品营销短视频,支持用户上传自定义图片/视频素材、素材分析、创意分析、故事板创作、成片生成、抖音发布全流程。当用户发送抖店/抖音商品链接、提及「上传素材」「添加图片」「添加视频」「素材分析」「创意分析」「故事板」「生成短视频」「营销视频」「发布视频」「抖音发布」时触发使用。

942 installsAudited
PHphysical-ai-infrastructure-setup-and-resilient-scaling logo

physical-ai-infrastructure-setup-and-resilient-scaling

nvidia/skills

>-

942 installs
MOmotion logo

motion

hairyf/skills

Motion animation library for JavaScript, React and Vue. Use when creating animations, gestures, layout transitions, scroll-linked effects, or working with motion values and animation controls.

941 installs
CUcuopt-routing-formulation logo

cuopt-routing-formulation

nvidia/skills

Vehicle routing (VRP, TSP, PDP) — problem types and data requirements. Domain concepts; no API or interface.

941 installsAudited
LIliterature-search-biorxiv logo

literature-search-biorxiv

google-deepmind/science-skills

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941 installs