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
ME

meticulous-cli

alwaysmeticulous/skills

Overview of the Meticulous CLI tool and its global options. Use when asking about the meticulous CLI in general, available commands, or global flags that apply to all commands.

1.3k installs
FI

figma-implement-design

nexu-io/open-design

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1.3k installs
ED

editorial-burgundy-principles-template

nexu-io/open-design

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1.3k installsAudited
PA

paper-fetch

agents365-ai/365-skills

Use whenever the user wants to obtain, download, or fetch a paper's PDF — given a DOI, an arXiv id, a paper title, a citation, or a list of DOIs. Trigger on phrases like "download this paper", "find the PDF for [DOI]", "grab me the [Nature/bioRxiv/arXiv] paper on X", "get the open-access version", "I need this article", or any bulk/batch paper download request, even when the user doesn't explicitly say "PDF" or "DOI". Resolves via Unpaywall → Semantic Scholar → arXiv → PubMed Central → bioRxiv/medRxiv → publisher direct (institutional opt-in) → Sci-Hub mirrors as last-resort fallback.

1.3k installs
OP

openclaw-config

aradotso/trending-skills

Manage OpenClaw bot configuration - channels, agents, security, and autopilot settings

1.3k installs
AU

auth0-react

Official
auth0/agent-skills

>

1.3k installs
CO

configuring-vpc-endpoints-for-private-aws-service-access

aws/agent-toolkit-for-aws

Configures VPC endpoints (interface and gateway) for private AWS service access using AWS PrivateLink. Use when setting up secure private connectivity to S3, DynamoDB, and other AWS services without internet gateway, NAT device, or public IP addresses. Covers endpoint creation, security groups, route tables, and DNS configuration.

1.3k installsAudited
RU

runpodctl

runpod/skills

Runpod CLI to manage your GPU workloads.

1.3k installs
CR

create-design-system-rules

Official
figma/mcp-server-guide

Generates custom design system rules for the user's codebase. Use when user says "create design system rules", "generate rules for my project", "set up design rules", "customize design system guidelines", or wants to establish project-specific conventions for Figma-to-code workflows. Requires Figma MCP server connection.

1.3k installs
AR

arize-evaluator

arize-ai/arize-skills

Handles LLM-as-judge and code evaluator 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, code evaluator, hallucination, faithfulness, correctness, relevance, run eval, score spans, score experiment, trigger-run, column mapping, continuous monitoring, or improve evaluator prompt.

1.3k installsAudited
NV

nvidia-nemoclaw

aradotso/trending-skills

NVIDIA NemoClaw plugin for secure sandboxed installation and orchestration of OpenClaw always-on AI assistants via OpenShell

1.3k installs
RA

ralph-plan

Official
mastra-ai/mastra

Interactive planning assistant that helps create focused, well-structured ralph-loop commands through collaborative conversation

1.3k installs
LL

llmfit-hardware-model-matcher

aradotso/trending-skills

Terminal tool that detects your hardware and recommends which LLM models will actually run well on your system

1.3k installs
FR

frontend-design

am-will/codex-skills

Create distinctive, production-grade frontend interfaces with high design quality. Use this skill when the user asks to build web components, pages, or applications. Generates creative, polished code that avoids generic AI aesthetics.

1.3k installs
OP

openai-symphony-autonomous-agents

aradotso/trending-skills

Symphony turns project work into isolated, autonomous implementation runs, allowing teams to manage work instead of supervising coding agents.

1.3k installs
ME

meticulous-simulate-and-diff

alwaysmeticulous/skills

Run a Meticulous session simulation against a live URL and analyze the visual output — either by inspecting screenshots directly (quick-check mode) or by comparing pixel and HTML diffs against a base replay. Use when checking whether a code change has introduced visual regressions for a specific session.

1.3k installs
DA

day5-fetch-and-digest

ai-native-camp/camp-1

AI Native Camp Day 5 콘텐츠 소화 스킬 만들기. fetch-tweet, fetch-youtube, content-digest 3개 스킬을 직접 만들고 활용한다. "5일차", "Day 5", "fetch", "콘텐츠 스킬", "트윗 스킬", "유튜브 스킬", "다이제스트 스킬" 요청에 사용.

1.3k installs
AL

algorithmic-art

nexu-io/open-design

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1.3k installsAudited
SW

swiftui-design

nexu-io/open-design

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1.3k installsAudited
LO

login-flow

nexu-io/open-design

Mobile login and authentication flow screens

1.3k installsAudited
SW

swiss-creative-mode-template

nexu-io/open-design

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1.3k installsAudited
CL

cli-creator

Official
openai/skills

Build a composable CLI for Codex from API docs, an OpenAPI spec, existing curl examples, an SDK, a web app, an admin tool, or a local script. Use when the user wants Codex to create a command-line tool that can run from any repo, expose composable read/write commands, return stable JSON, manage auth, and pair with a companion skill.

1.3k installs
SF

sf-debug

jaganpro/sf-skills

>

1.3k installs
MA

math-olympiad

Official
anthropics/claude-plugins-official

Agent skill from anthropics/claude-plugins-official.

1.3k installsAudited
GI

github-triage

code-yeongyu/oh-my-opencode

Read-only GitHub triage for issues AND PRs. 1 item = 1 background task (category: quick). Analyzes all open items and writes evidence-backed reports to /tmp/{datetime}/. Every claim requires a GitHub permalink as proof. NEVER takes any action on GitHub - no comments, no merges, no closes, no labels. Reports only. Triggers: 'triage', 'triage issues', 'triage PRs', 'github triage'.

1.3k installs
OP

open-images-for-free-use

peter-duffy95/open-images-for-free-use-skill

Find images you can confidently use for free — for websites, documents, presentations, UIs, blog posts, marketing assets, or anything else — without ever worrying about licensing. This skill pulls from a curated repository of pre-vetted images, pinned to a specific human-reviewed revision, and confirms each image's license — read from the image's own embedded metadata — before handing it over, so the licensing question is already answered by the time you get the URL. Triggers on any request involving an image, photo, illustration, banner, hero, or visual asset, including phrases like 'find me an image of...', 'I need a photo of...', 'get a picture for...'. Also use this when building UIs, articles, or content where a stress-free, freely-licensed image is needed.

1.3k installsAudited
AI

ai-shaped-readiness-advisor

deanpeters/product-manager-skills

Assess whether your product work is AI-first or AI-shaped. Use when evaluating AI maturity and choosing the next team capability to build.

1.3k installsAudited
AW

aws-rds-spring-boot-integration

giuseppe-trisciuoglio/developer-kit

Provides patterns to configure AWS RDS (Aurora, MySQL, PostgreSQL) with Spring Boot applications. Configures HikariCP connection pools, implements read/write splitting, sets up IAM database authentication, enables SSL connections, and integrates with AWS Secrets Manager. Use when setting up RDS connections in Spring Boot, configuring connection pooling, or managing database credentials securely.

1.3k installs
CO

competitive-ads-extractor

nexu-io/open-design

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1.3k installs
SC

screenshot

nexu-io/open-design

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1.3k installsAudited