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
SCscientific-brainstorming logo

scientific-brainstorming

davila7/claude-code-templates

Research ideation partner. Generate hypotheses, explore interdisciplinary connections, challenge assumptions, develop methodologies, identify research gaps, for creative scientific problem-solving.

791 installs
CTcto-advisor logo

cto-advisor

alirezarezvani/claude-skills

Technical leadership guidance for engineering teams, architecture decisions, and technology strategy. Use when assessing technical debt, scaling engineering teams, evaluating technologies, making architecture decisions, establishing engineering metrics, or when user mentions CTO, tech debt, technical debt, team scaling, architecture decisions, technology evaluation, engineering metrics, DORA metrics, or technology strategy.

791 installs
RArag-engineer logo

rag-engineer

sickn33/antigravity-awesome-skills

Expert in building Retrieval-Augmented Generation systems. Masters

791 installsAudited
MIminimalist-review logo

minimalist-review

slavingia/skills

Review any business decision, plan, or strategy through the minimalist entrepreneur lens. Use when someone wants a gut-check on a business decision, wants to simplify their approach, or needs to decide between options.

791 installsAudited
TRtranslate-book logo

translate-book

deusyu/translate-book

Translate books (PDF/DOCX/EPUB) into any language using parallel sub-agents. Converts input -> Markdown chunks -> translated chunks -> HTML/DOCX/EPUB/PDF.

791 installs
MUmuapi-media-editing logo

muapi-media-editing

samuraigpt/generative-media-skills

Edit and enhance images and videos with AI via muapi.ai — prompt-based editing, upscaling, background removal, face swap, lipsync, video effects, and more

791 installs
DAdatapack-builder logo

datapack-builder

Official
anthropics/financial-services-plugins

Build professional financial services data packs from various sources including CIMs, offering memorandums, SEC filings, web search, or MCP servers. Extract, normalize, and standardize financial data into investment committee-ready Excel workbooks with consistent structure, proper formatting, and documented assumptions. Use for M&A due diligence, private equity analysis, investment committee materials, and standardizing financial reporting across portfolio companies. Do not use for simple financial calculations or working with already-completed data packs.

791 installs
INinterpro-database logo

interpro-database

google-deepmind/science-skills

>

790 installsAudited
TEtechnical-writer logo

technical-writer

onewave-ai/claude-skills

Write comprehensive technical documentation including user guides, how-to articles, system architecture docs, onboarding materials, and knowledge base articles. Creates clear, structured documentation for technical and non-technical audiences. Use when users need technical writing, documentation, tutorials, or knowledge base content.

790 installs
PR

prediction-market-oracle-research

affaan-m/ecc

Research prediction markets as data sources or oracle signals for products, agents, dashboards, and corporate decision intelligence. Use for source-grounded analysis of market-implied probabilities, caveats, and integration patterns without investment advice.

790 installs
STstring-database logo

string-database

google-deepmind/science-skills

>

790 installs
DA

data-throughput-accelerator

affaan-m/ecc

Use when large data ingestion, backfill, export, ETL, warehouse loading, manifest catch-up, or table synchronization needs to become much faster while preserving data correctness.

790 installsAudited
SIsite-crawlability logo

site-crawlability

kostja94/marketing-skills

When the user wants to improve crawlability, fix orphan pages, or optimize site structure for search engines. Also use when the user mentions "crawlability," "crawl budget," "orphan pages," "internal links," "site structure," "site crawlability," "infinite scroll," "pagination," "masonry SEO," "AI crawler optimization," "GPTBot crawlability," "ClaudeBot crawlability," or "content not indexed." For internal links, use internal-links.

790 installsAudited
AIai-traffic-tracking logo

ai-traffic-tracking

kostja94/marketing-skills

When the user wants to track AI search traffic in GA4 or GSC. Also use when the user mentions "AI traffic," "ChatGPT referral," "Perplexity traffic," "AI Overviews," "GA4 AI sources," "AI search analytics," "track AI referrals," "AI search traffic," "Claude traffic," or "how to track AI traffic." For AI SEO strategy, use generative-engine-optimization.

790 installs
MAmachine-learning-engineer logo

machine-learning-engineer

404kidwiz/claude-supercode-skills

Use when user needs ML model deployment, production serving infrastructure, optimization strategies, and real-time inference systems. Designs and implements scalable ML systems with focus on reliability and performance.

790 installs
DOdomain logo

domain

railwayapp/railway-skills

This skill should be used when the user wants to add a domain, generate a railway domain, check current domains, get the URL for a service, or remove a domain.

790 installs
CHchecking-freshness logo

checking-freshness

Official
astronomer/agents

Quick data freshness check. Use when the user asks if data is up to date, when a table was last updated, if data is stale, or needs to verify data currency before using it.

790 installs
GWgws-install logo

gws-install

jezweb/claude-skills

Quick install of the Google Workspace CLI (gws) on an additional machine using existing OAuth credentials. Requires client_secret.json from a previous gws-setup. Use whenever the user wants to install gws on a new computer, reinstall after a fresh OS, configure a second workstation, or says 'install gws', 'gws on new machine', 'set up gws again'.

789 installs
FXfx-carry-trade logo

fx-carry-trade

Official
anthropics/financial-services-plugins

Evaluate FX carry trade opportunities by combining spot rates, forward points, interest rate differentials, volatility surface analysis, and historical price trends. Use when analyzing carry trades, comparing FX forward curves, assessing carry-to-vol ratios, or evaluating currency pair opportunities.

789 installsAudited
UKuk-business-english logo

uk-business-english

jezweb/claude-skills

British business English writing style for professional communications — polished, understated, EN-GB spelling (colour, organise, centre). Use whenever the user is writing for a British audience: emails, chat messages, proposals, client communications, blog posts, web copy, or any business writing. Apply to drafting, editing, and tone-checking professional text.

789 installsAudited
WIwireframe-spec logo

wireframe-spec

owl-listener/designer-skills

Specify wireframe layouts with content priority, component placement, and annotation.

789 installsAudited
HThtml logo

html

mindrally/skills

Guidelines for semantic HTML markup, document structure, forms, accessibility attributes, and modern HTML best practices

789 installs
REreddit-marketing-agent logo

reddit-marketing-agent

aradotso/marketing-skills

AI-powered Reddit marketing automation for finding high-intent conversations and generating contextual responses

789 installs
CXcx-incident-management logo

cx-incident-management

coralogix/cx-cli

>

788 installsAudited
RAratchet logo

ratchet

boshu2/agentops

Record Brownian Ratchet gates.

788 installsAudited
COcodex-marketing-skills logo

codex-marketing-skills

aradotso/marketing-skills

Use and customize Codex Marketing Skills—YouTube research, Readwise integration, diagram generation, video production, and social publishing workflows for AI agents.

788 installs
CLclean-code logo

clean-code

davila7/claude-code-templates

Pragmatic coding standards - concise, direct, no over-engineering, no unnecessary comments

788 installs
REreactome-database logo

reactome-database

google-deepmind/science-skills

>

788 installsAudited
MOmotion logo

motion

jezweb/claude-skills

|

788 installsAudited
USusing-superpowers logo

using-superpowers

jnmetacode/superpowers-zh

在开始任何对话时使用——确立如何查找和使用技能,要求在任何响应(包括澄清性问题)之前调用 Skill 工具

788 installsAudited