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
LL

llm-public-opinion-analytics

aradotso/data-skills

Multi-platform public opinion analysis assistant with web scraping, LLM-powered analytics, topic clustering, sentiment analysis, and multi-channel alerts

1.1k installs
SE

setup-zoom-oauth

Official
anthropics/knowledge-work-plugins

Implement Zoom authentication correctly. Use when setting up app credentials, choosing an OAuth grant, requesting scopes, handling token refresh, or debugging auth failures.

1.1k installsAudited
GR

grammar-checker

daleseo/korean-skills

표준 한국어 규칙에 기반한 문법, 맞춤법, 띄어쓰기, 구두점 검사기. 맞춤법 오류(되/돼, -ㄴ지/-는지), 띄어쓰기 오류(의존명사, 보조용언), 문법 오류(조사 사용, 시제), 구두점 문제를 감지하고 교정합니다. 다음 상황에 사용하세요. (1) 한국어 문서 작성 후 검토 (2) 작성 중 실시간 교정 (3) 코드의 한국어 주석이나 문서 검사 (4) 설명과 함께 한국어 문법 학습 (5) 공식 문서 품질 보장

1.1k installs
ST

storyboard-manager

ailabs-393/ai-labs-claude-skills

Assist writers with story planning, character development, plot structuring, chapter writing, timeline tracking, and consistency checking. Use this skill when working with creative writing projects organized in folders containing characters, chapters, story planning documents, and summaries. Trigger this skill for tasks like "Help me develop this character," "Write the next chapter," "Check consistency across my story," or "Track the timeline of events."

1.1k installs
FL

flutter-routing-and-navigation

Official
flutter/skills

Move between or deep link to different screens or routes within a Flutter application

1.1k installsAudited
SW

swarm

boshu2/agentops

Dispatch parallel agents. Triggers: "swarm", "dispatch parallel agents.", "swarm skill".

1.1k installs
SU

sub-account

binance/binance-skills-hub

Binance Sub-account request using the Binance API. Authentication requires API key and secret key.

1.1k installs
ML

ml-ai

grafana/skills

>

1.1k installs
MU

muapi-seedance-2

samuraigpt/generative-media-skills

Expert Cinema Director skill for Seedance 2.0 (ByteDance) — high-fidelity video generation across Chinese, Global, and VIP tiers. Supports text-to-video, image-to-video, first-last-frame, omni reference, character training, omni-reference training, video editing, and watermark removal.

1.1k installs
DJ

django-access-review

Official
getsentry/skills

Django access control and IDOR security review. Use when reviewing Django views, DRF viewsets, ORM queries, or any Python/Django code handling user authorization. Trigger keywords: "IDOR", "access control", "authorization", "Django permissions", "object permissions", "tenant isolation", "broken access".

1.1k installs
DE

defuddle

joeseesun/defuddle-skill

Extract clean article content from web pages or local HTML files. Removes clutter (ads, sidebars, nav) and returns readable content with metadata.

1.1k installs
VA

value-dividend-screener

tradermonty/claude-trading-skills

Screen US stocks for high-quality dividend opportunities combining value characteristics (P/E ratio under 20, P/B ratio under 2), attractive yields (3% or higher), and consistent growth (dividend/revenue/EPS trending up over 3 years). Supports two-stage screening using FINVIZ Elite API for efficient pre-filtering followed by FMP API for detailed analysis. Use when user requests dividend stock screening, income portfolio ideas, or quality value stocks with strong fundamentals.

1.1k installs
AD

admin

grafana/skills

Manage Grafana Cloud accounts — organizations, stacks, RBAC roles and assignments, SSO/SAML/OAuth/GitHub auth, service accounts for CI/CD, user invites, team membership, and API-driven provisioning. Creates stacks via the Cloud API, mints service-account tokens, applies role assignments, configures SSO providers, and provisions teams/folders/dashboards via Terraform. Use when managing Grafana Cloud access, configuring SSO/SAML/OAuth, setting up service accounts for Terraform/CI/CD, assigning RBAC roles, inviting users, managing multiple stacks or organizations, provisioning cloud resources via API or Terraform, or auditing admin actions — even when the user says "set up SSO", "create a stack", "make a service account", or "onboard a team" without explicitly saying "admin".

1.1k installs
DE

deep-research

lingzhi227/agent-research-skills

Conduct systematic academic literature reviews in 6 phases, producing structured notes, a curated paper database, and a synthesized final report. Output is organized by phase for clarity.

1.1k installs
MC

mcp2cli

knowsuchagency/mcp2cli

Turn any MCP server, OpenAPI spec, or GraphQL endpoint into a CLI. Use this skill when the user wants to interact with an MCP server, OpenAPI/REST API, or GraphQL API via command line, discover available tools/endpoints, call API operations, or generate a new skill from an API. Triggers include "mcp2cli", "call this MCP server", "use this API", "list tools from", "create a skill for this API", "graphql", or any task involving MCP tool invocation, OpenAPI endpoint calls, or GraphQL queries without writing code.

1.1k installs
AG

agent-workflow

ruvnet/ruflo

Agent skill for workflow - invoke with $agent-workflow

1.1k installsAudited
PR

probe-sdk

Official
anthropics/knowledge-work-plugins

Reference skill for Zoom Probe SDK. Use after routing to a preflight workflow when testing browser compatibility, media permissions, audio or video diagnostics, and network readiness before users join.

1.1k installs
TR

tradingview-quantitative

hypier/tradingview-quantitative-skills

>

1.1k installs
OP

openspec-implementation

forztf/open-skilled-sdd

Implements approved specification proposals by working through tasks sequentially with testing and validation. Use when implementing changes, applying proposals, executing spec tasks, or building from approved plans. Triggers include "openspec implement", "implement", "apply change", "execute spec", "work through tasks", "build feature", "start implementation".

1.1k installs
MC

mcp-builder

jezweb/claude-skills

Build MCP servers in Python with FastMCP. Define tools / resources / prompts, build the server, test locally, deploy to FastMCP Cloud or Docker. Use whenever the user mentions building an MCP server, exposing tools to LLMs, FastMCP, building a Claude integration, or troubleshooting FastMCP module-level server, storage, lifespan, middleware, OAuth, or deployment errors.

1.1k installs
TE

telegram-mini-app

sickn33/antigravity-awesome-skills

Expert in building Telegram Mini Apps (TWA) - web apps that run

1.1k installs
SK

skill-vetter

skills.volces.com

Security-first skill vetting for AI agents. Use before installing any skill from ClawdHub, GitHub, or other sources. Checks for red flags, permission scope, and suspicious patterns.

1.1k installsAudited
IO

ios-security

dpearson2699/swift-ios-skills

Secure iOS apps with Keychain Services, CryptoKit encryption, biometric authentication (Face ID, Touch ID), Secure Enclave key storage, LAContext, App Transport Security (ATS), certificate pinning, data protection classes, and secure coding patterns. Use when implementing app security features, auditing privacy manifests, configuring App Transport Security, securing keychain access, adding biometric authentication, or encrypting sensitive data with CryptoKit.

1.1k installs
ZO

zoom-meeting-sdk-android

Official
anthropics/knowledge-work-plugins

|

1.1k installs
CH

chdb-datastore

Official
clickhouse/agent-skills

>-

1.1k installs
ZO

zoom-oauth

Official
anthropics/knowledge-work-plugins

Reference skill for Zoom authentication. Use after routing to an auth workflow when choosing app credentials, grant types, scopes, token refresh behavior, or debugging Zoom OAuth failures.

1.1k installs
DT

dt-dql-essentials

dynatrace/dynatrace-for-ai

>-

1.1k installsAudited
QU

quant-analyst

404kidwiz/claude-supercode-skills

Expert in quantitative finance, algorithmic trading, and financial data analysis using Python (Pandas/NumPy), statistical modeling, and machine learning.

1.1k installs
IN

instantdb

instantdb/skills

Build complete, functional apps with InstantDB as the backend. Use when creating React/vanilla JS or expo applications. Triggers on requests for building apps.

1.1k installs
RI

rivet-sdk

Official
anthropics/knowledge-work-plugins

Reference skill for Zoom Rivet SDK. Use after routing to a Rivet-based server workflow when implementing auth handling, webhook consumers, API wrappers, multi-module composition, or Lambda receiver patterns.

1.1k installsAudited