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
BGbgpt-paper-search logo

bgpt-paper-search

k-dense-ai/scientific-agent-skills

Search scientific papers and retrieve structured experimental data extracted from full-text studies via the BGPT MCP server. Returns 25+ fields per paper including methods, results, sample sizes, quality scores, and conclusions. Use for literature reviews, evidence synthesis, and finding experimental details not available in abstracts alone.

770 installs
REresponsive-design logo

responsive-design

owl-listener/designer-skills

Design adaptive layouts and interactions that work across all screen sizes and input methods.

770 installsAudited
REreact-use logo

react-use

hairyf/skills

Collection of essential React Hooks for sensors, UI, animations, side-effects, lifecycles, and state management

770 installs
MAmapbox-google-maps-migration logo

mapbox-google-maps-migration

Official
mapbox/mapbox-agent-skills

Migration guide for developers moving from Google Maps Platform to Mapbox GL JS, covering API equivalents, pattern translations, and key differences

770 installs
RErewardkit logo

rewardkit

harbor-framework/harbor

Write Harbor task verifiers using Reward Kit. Use when creating or editing a

770 installsAudited
NEnext logo

next

hairyf/skills

Next.js framework for building React applications with App Router, Server Components, and optimized performance. Use when working with Next.js apps, routing, data fetching, caching, Server Actions, or building full-stack React applications.

770 installs
CXcx-cost-optimization logo

cx-cost-optimization

coralogix/cx-cli

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770 installsAudited
UCucsc-conservation-and-tfbs logo

ucsc-conservation-and-tfbs

google-deepmind/science-skills

>

770 installsAudited
KRkreuzberg logo

kreuzberg

kreuzberg-dev/kreuzberg

>-

770 installsAudited
AD

adhd

uditakhourii/adhd

Parallel divergent ideation for coding agents. Spawns N isolated branches under different cognitive frames (regulator, biology, speedrunner, 10-year-old, $0 budget), scores, clusters, prunes traps, and deepens top survivors. Use on /adhd, "ADHD mode", brainstorm/ideate intents, or open-ended design, architecture, naming, API/SDK surface, and fuzzy-debugging decisions. Skip for syntax, lookups, bugs with known root cause, or closed phrasing ("quick", "standard", "canonical", "textbook"). Full pre-flight gate is in the skill body.

769 installsAudited
TEtest-driven-development logo

test-driven-development

neolabhq/context-engineering-kit

Use when implementing any feature or bugfix, before writing implementation code - write the test first, watch it fail, write minimal code to pass; ensures tests actually verify behavior by requiring failure first

769 installsAudited
STstatsmodels logo

statsmodels

k-dense-ai/scientific-agent-skills

Statistical models library for Python. Use when you need specific model classes (OLS, GLM, mixed models, ARIMA) with detailed diagnostics, residuals, and inference. Best for econometrics, time series, rigorous inference with coefficient tables. For guided statistical test selection with APA reporting use statistical-analysis.

769 installsAudited
PRpreline-theme-generator logo

preline-theme-generator

htmlstreamofficial/preline

Generate, preview, save, or validate Preline theme CSS using the bundled local generator in this skill. Use when the user asks to create a new Preline theme, match a brand color, translate a mood into a theme, generate light and dark theme CSS, preview theme output without writing files, or review and fix generated theme tokens. Do not use for generic non-Preline CSS work or arbitrary command execution.

769 installs
COconversation-memory logo

conversation-memory

davila7/claude-code-templates

Persistent memory systems for LLM conversations including short-term, long-term, and entity-based memory Use when: conversation memory, remember, memory persistence, long-term memory, chat history.

769 installsAudited
EVeval-audit logo

eval-audit

hamelsmu/evals-skills

>

769 installs
FUfunding-digest logo

funding-digest

Official
anthropics/financial-services-plugins

Generate a polished one-page PowerPoint slide summarizing key takeaways from recent funding rounds and notable capital markets activity across a user's watched sectors or companies. Use this skill when the user asks for a deal flow summary, weekly recap, funding digest, transaction roundup, or capital markets briefing. Triggers on: 'deal flow digest', 'weekly funding recap', 'deal roundup', 'transaction summary this week', 'what happened in [sector] this week', 'capital markets update', or any request to compile recent funding activity into a briefing slide. Produces a professional single-slide PPTX with key takeaways, valuation data, and Capital IQ deal links.

769 installs
TEtear-sheet logo

tear-sheet

Official
anthropics/financial-services-plugins

Generate professional company tear sheets using S&P Capital IQ data via the Kensho LLM-ready API MCP server. Use this skill whenever the user asks for a tear sheet, company one-pager, company profile, fact sheet, company snapshot, or company overview document — especially when they mention a specific company name or ticker. Also trigger when users ask for equity research summaries, M&A company profiles, corporate development target profiles, sales/BD meeting prep documents, or any concise single-company financial summary. This skill supports four audience types: equity research, investment banking/M&A, corporate development, and sales/business development. If the user doesn't specify an audience, ask. Works for both public and private companies.

769 installs
PIpirate-skill logo

pirate-skill

Official
google-gemini/gemini-cli

Speak like a pirate.

769 installs
CC

ccxt-python

ccxt/ccxt

CCXT cryptocurrency exchange library for Python developers. Covers both REST API (standard) and WebSocket API (real-time). Helps install CCXT, connect to exchanges, fetch market data, place orders, stream live tickers/orderbooks, handle authentication, and manage errors in Python. Use when working with crypto exchanges in Python projects, trading bots, data analysis, or portfolio management. Supports both sync and async (asyncio) usage.

769 installs
ALalternatives-page-generator logo

alternatives-page-generator

kostja94/marketing-skills

When the user wants to create, optimize, or audit alternatives or comparison content (page or blog article). Also use when the user mentions "alternatives page," "alternatives listicle," "X alternatives," "competitor comparison," "vs page," "compare page," "best alternatives to X," "switch from X," "competitor brand traffic," "brand keyword ads," or "intercept competitor search." For competitor research, use competitor-research.

769 installsAudited
NAnavigation-menu-generator logo

navigation-menu-generator

kostja94/marketing-skills

When the user wants to design, optimize, or audit site navigation menus. Also use when the user mentions "navigation," "nav menu," "header menu," "site structure," "menu design," "navbar," "main menu," "mega menu," "dropdown menu," "mobile menu," or "hamburger menu." For breadcrumbs, use breadcrumb-generator.

769 installsAudited
GEgetnote-kb logo

getnote-kb

iswalle/getnote-cli

Manage knowledge bases in Get笔记 via the getnote CLI

769 installs
40404-page-generator logo

404-page-generator

kostja94/marketing-skills

When the user wants to create, optimize, or audit 404 error pages. Also use when the user mentions "404 page," "404 error," "error page," "page not found," "broken link page," "404 design," "custom 404," "404 redirect," "404 page UX," or "404 recovery." For sitewide page planning, use website-structure.

768 installsAudited
MEmedia-kit-page-generator logo

media-kit-page-generator

kostja94/marketing-skills

When the user wants to create, optimize, or audit media kit or press page. Also use when the user mentions "media kit," "press kit," "press page," "press resources," "brand assets," "logo download," "press assets," "media resources," or "brand kit." For PR outreach, use public-relations.

768 installsAudited
PMpmf-strategy logo

pmf-strategy

kostja94/marketing-skills

When the user wants to validate product-market fit, measure PMF, or plan before scaling. Also use when the user mentions "PMF," "product-market fit," "product market fit," "Sean Ellis test," "very disappointed," "vitamin vs painkiller," "PMF validation," "premature scaling," or "validate before scale." For GTM after validation, use gtm-strategy.

768 installsAudited
UXux-writing logo

ux-writing

owl-listener/designer-skills

Write effective UI copy including microcopy, error messages, empty states, and CTAs.

768 installsAudited
GOgo-performance logo

go-performance

cxuu/golang-skills

Use when optimizing Go code, investigating slow performance, or writing performance-critical sections. Also use when a user mentions slow Go code, string concatenation in loops, or asks about benchmarking, even if the user doesn't explicitly mention performance patterns. Does not cover concurrent performance patterns (see go-concurrency).

768 installsAudited
DEdesign-qa-checklist logo

design-qa-checklist

owl-listener/designer-skills

Create QA checklists for verifying design implementation accuracy.

768 installsAudited
SCscholar-evaluation logo

scholar-evaluation

k-dense-ai/scientific-agent-skills

Systematically evaluate scholarly work using the ScholarEval framework, providing structured assessment across research quality dimensions including problem formulation, methodology, analysis, and writing with quantitative scoring and actionable feedback.

768 installsAudited
APapi-design-principles logo

api-design-principles

sickn33/antigravity-awesome-skills

Master REST and GraphQL API design principles to build intuitive, scalable, and maintainable APIs that delight developers and stand the test of time.

768 installsAudited