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
SE

seo-content-marketing-claude-code-skill-suite

aradotso/marketing-skills

SEO & content marketing command suite for keyword research, content audits, SERP analysis, technical SEO and content strategy automation

854 installs
QU

query-writing

Official
langchain-ai/deepagents

Writes and executes SQL queries from simple SELECTs to complex multi-table JOINs, aggregations, and subqueries. Use when the user asks to query a database, write SQL, run a SELECT statement, retrieve data, filter records, or generate reports from database tables.

853 installs
AU

autopentestx-automated-pentesting

aradotso/security-skills

Automated penetration testing toolkit for security assessment, vulnerability scanning, and automated security reporting

853 installs
UN

understand-knowledge

lum1104/understand-anything

Analyze a Karpathy-pattern LLM wiki knowledge base and generate an interactive knowledge graph with entity extraction, implicit relationships, and topic clustering.

853 installsAudited
DI

dicom-series-to-volume

nvidia/skills

Used for converting one CT DICOM series folder to a HU NIfTI volume with affine evidence. Not for multi-frame DICOM or clinical use.

853 installs
DE

deep-research

daymade/claude-code-skills

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853 installs
WO

worldcup

starchild-ai-agent/official-skills

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853 installs
HO

holoscan-install-source

nvidia/skills

Build Holoscan SDK from source via the in-tree ./run script. Use only when published packages don't meet the user's needs.

853 installs
JU

junior-to-senior

juliusbrussee/skills

Adversarial senior-engineer review for agent-generated plans, designs, and architectures. Treats the current output as junior work, constructs a senior reviewer whose domain expertise comes from live codebase research plus web research of current best practices, diagnoses altitude failures (too vague or too granular), then rewrites the plan into a scoped, state-of-the-art version. Use when the user says "junior to senior", "senior review", "review this like a staff engineer", when a plan feels hand-wavy or lost in details, or before committing to any agent-written plan.

853 installsAudited
CX

cx-alerts

coralogix/cx-cli

This skill should be used when the user asks to "manage alerts", "create alert", "list alerts", "delete alert", "check alert status", "enable alert", "disable alert", "investigate firing alerts", "check which alerts are active", "find alerting rules", "set up an alert", "configure alerting", "mute an alert", "silence an alert", "see alert definitions", "check alert priority", or wants to manage Coralogix alert definitions using the cx CLI.

853 installsAudited
SE

senior-fullstack

davila7/claude-code-templates

Comprehensive fullstack development skill for building complete web applications with React, Next.js, Node.js, GraphQL, and PostgreSQL. Includes project scaffolding, code quality analysis, architecture patterns, and complete tech stack guidance. Use when building new projects, analyzing code quality, implementing design patterns, or setting up development workflows.

853 installsAudited
AG

AgentDB Vector Search

ruvnet/ruflo

Implement semantic vector search with AgentDB for intelligent document retrieval, similarity matching, and context-aware querying. Use when building RAG systems, semantic search engines, or intelligent knowledge bases.

852 installs
AG

agent-queen-coordinator

ruvnet/ruflo

Agent skill for queen-coordinator - invoke with $agent-queen-coordinator

852 installsAudited
DE

devops-deployment

yonatangross/orchestkit

Use when setting up CI/CD pipelines, containerizing applications, deploying to Kubernetes, or writing infrastructure as code. DevOps & Deployment covers GitHub Actions, Docker, Helm, and Terraform patterns.

852 installs
CO

color-system

owl-listener/designer-skills

Build a comprehensive color system with palette generation, semantic mapping, and accessibility compliance.

852 installsAudited
AG

agent-authentication

ruvnet/ruflo

Agent skill for authentication - invoke with $agent-authentication

852 installs
TW

twitter-automation

inference-sh/skills

Automate Twitter/X with posting, engagement, and user management via inference.sh CLI. Apps: x/post-tweet, x/post-create (with media), x/post-like, x/post-retweet, x/dm-send, x/user-follow. Capabilities: post tweets, schedule content, like posts, retweet, send DMs, follow users, get profiles. Use for: social media automation, content scheduling, engagement bots, audience growth, X API. Triggers: twitter api, x api, tweet automation, post to twitter, twitter bot, social media automation, x automation, tweet scheduler, twitter integration, post tweet, twitter post, x post, send tweet

852 installs
EA

earnings-preview-single

Official
anthropics/financial-services-plugins

Generate a concise 4-5 page equity research earnings preview for a single company. Analyzes the most recent earnings transcript, competitor landscape, valuation, and recent news to produce a professional HTML report.

852 installs
3S

3-statement-model

Official
anthropics/financial-services-plugins

Complete, populate and fill out 3-statement financial model templates (Income Statement, Balance Sheet, Cash Flow Statement) . Use when asked to fill out model templates, complete existing model frameworks, populate financial models with data, complete a partially filled IS/BS/CF framework, or link integrated financial statements within an existing template structure. Triggers include requests to fill in, complete, or populate a 3-statement model template

852 installs
IN

index-knowledge

tursodatabase/turso

Generate hierarchical AGENTS.md knowledge base for a codebase. Creates root + complexity-scored subdirectory documentation.

851 installs
VI

vibe

boshu2/agentops

Validate code readiness. Use when: doing a quick readiness or sanity check that code is ready to commit or ship, short of a full review.

851 installs
NE

netlify-cli-and-deploy

netlify/context-and-tools

Guide for using the Netlify CLI and deploying sites. Use when installing the CLI, linking sites, deploying (Git-based or manual), managing environment variables, or running local development. Covers netlify dev, netlify deploy, Git vs non-Git workflows, and environment variable management.

851 installs
CL

cloudrun-development

tencentcloudbase/skills

CloudBase Run backend development rules (Function mode/Container mode). Use this skill when deploying backend services that require long connections, multi-language support, custom environments, or AI agent development.

850 installs
SE

sepa-strategy

himself65/finance-skills

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850 installs
CR

creationix-rx-data-store

aradotso/trending-skills

Expert skill for using RX, an embedded data store for JSON-shaped data with random-access reads, no-parse lookups, and a text-safe binary encoding format.

850 installsAudited
HO

Hooks Automation

ruvnet/ruflo

Automated coordination, formatting, and learning from Claude Code operations using intelligent hooks with MCP integration. Includes pre$post task hooks, session management, Git integration, memory coordination, and neural pattern training for enhanced development workflows.

850 installs
SC

schema-exploration

Official
langchain-ai/deepagents

Lists tables, describes columns and data types, identifies foreign key relationships, and maps entity relationships in a database. Use when the user asks about database schema, table structure, column types, what tables exist, ERD, foreign keys, or how entities relate.

850 installs
HA

harvard-art-museum-data-pipeline

aradotso/data-skills

Build ETL pipelines and analytics dashboards using the Harvard Art Museums API with Streamlit, MySQL, and Python

850 installs
DO

doc-coauthoring

sickn33/antigravity-awesome-skills

This skill provides a structured workflow for guiding users through collaborative document creation. Act as an active guide, walking users through three stages: Context Gathering, Refinement & Structure, and Reader Testing.

850 installsAudited
NE

nemo-rl-auto-research

nvidia/skills

Autonomous NeMo-RL research agent workflow for directed hypothesis testing and open-ended discovery. Guides agents through the full experiment lifecycle: understanding recipes and environments, wiring RL or NeMo-gym runs, launching reproducible baselines and iterations, analyzing results, preserving human oversight, and using git plus TSV logs as the research ledger. Do NOT use for: bug fixes, code review, documentation, refactoring, dependency updates, or single-file changes.

850 installs