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
PYpython-anti-patterns logo

python-anti-patterns

wshobson/agents

Checklist of common Python anti-patterns to catch before code review and deployment.

9.0k installsAudited
TAtavily-crawl logo

tavily-crawl

Official
tavily-ai/skills

Crawl websites and extract content from multiple pages via Tavily CLI with depth/breadth control and markdown output.

9.0k installs
CRcreate-github-pull-request-from-specification logo

create-github-pull-request-from-specification

Official
github/awesome-copilot

Create GitHub pull requests from specification files using your pull_request_template.md

9.0k installs
CScsharp-docs logo

csharp-docs

Official
github/awesome-copilot

Ensure C# types are documented with XML comments following best practices.

9.0k installs
EFef-core logo

ef-core

Official
github/awesome-copilot

Best practices guidance for Entity Framework Core design, querying, and performance.

9.0k installs
REremember logo

remember

Official
github/awesome-copilot

Transform lessons learned into domain-organized memory instructions that persist across projects.

9.0k installs
DOdotnet-upgrade logo

dotnet-upgrade

Official
github/awesome-copilot

Ready-to-use prompts for analyzing and executing comprehensive .NET framework upgrades across multi-project solutions.

9.0k installs
DBdbs-ai-check logo

dbs-ai-check

dontbesilent2025/dbskill

Detect AI writing fingerprints in your copy and get a diagnostic report.

9.0k installsAudited
FOfolder-structure-blueprint-generator logo

folder-structure-blueprint-generator

Official
github/awesome-copilot

Auto-detect project types and generate comprehensive folder structure blueprints with visualization and templates.

9.0k installs
DAdataverse-python-advanced-patterns logo

dataverse-python-advanced-patterns

Official
github/awesome-copilot

Generate production-ready Dataverse SDK Python code with advanced patterns, error handling, and optimization.

9.0k installs
NEnext-intl-add-language logo

next-intl-add-language

Official
github/awesome-copilot

Add new language support to Next.js + next-intl applications

9.0k installs
HThtml-slides logo

html-slides

claude-office-skills/skills

Create interactive HTML presentations with reveal.js animations, code highlighting, and speaker notes.

9.0k installsAudited
BRbreakdown-feature-implementation logo

breakdown-feature-implementation

Official
github/awesome-copilot

Generate detailed feature implementation plans following Epoch monorepo structure and SaaS best practices.

9.0k installs
ADadd-educational-comments logo

add-educational-comments

Official
github/awesome-copilot

Add educational comments to code files to turn them into learning resources.

9.0k installs
MAmake-skill-template logo

make-skill-template

Official
github/awesome-copilot

Scaffold new Agent Skills for GitHub Copilot with proper structure, frontmatter, and bundled resources.

9.0k installsAudited
UPupdate-specification logo

update-specification

Official
github/awesome-copilot

Update specification files for AI consumption based on new requirements or code changes.

8.9k installsAudited
JAjava-refactoring-extract-method logo

java-refactoring-extract-method

Official
github/awesome-copilot

Refactor Java methods by extracting complex code blocks into smaller, reusable methods.

8.9k installs
POpower-bi-report-design-consultation logo

power-bi-report-design-consultation

Official
github/awesome-copilot

Design effective, accessible Power BI reports with expert guidance on chart selection, layout, and interactive elements.

8.9k installs
PDpdf logo

pdf

Official
openai/skills

Read, create, and review PDFs with visual rendering and Python tools for layout-aware processing.

8.9k installs
BRbreakdown-test logo

breakdown-test

Official
github/awesome-copilot

Generate comprehensive test strategies, task breakdowns, and QA plans using ISTQB and ISO 25010 frameworks for GitHub projects.

8.9k installs
HOhono logo

hono

yusukebe/hono-skill

Build Hono web applications with routing, middleware, validation, and JSX support.

8.9k installs
DE

design

tw93/waza

Build distinctive, production-grade UI with a clear point of view.

8.9k installs
WCwcag-audit-patterns logo

wcag-audit-patterns

wshobson/agents

Conduct WCAG 2.2 accessibility audits with automated testing, manual verification, and remediation guidance.

8.9k installsAudited
RUrust-mcp-server-generator logo

rust-mcp-server-generator

Official
github/awesome-copilot

Generate production-ready Rust MCP servers with tools, prompts, resources, and tests using the official rmcp SDK.

8.9k installs
FIfinnish-humanizer logo

finnish-humanizer

Official
github/awesome-copilot

Detect and remove AI-generated markers from Finnish text to sound like a native speaker wrote it.

8.9k installs
OPopenapi-to-application-code logo

openapi-to-application-code

Official
github/awesome-copilot

Generate production-ready applications from OpenAPI specifications with framework conventions and best practices.

8.9k installs
CRcreate-llms logo

create-llms

Official
github/awesome-copilot

Generate an llms.txt file from your repository structure following the official specification.

8.9k installs
STstartup-financial-modeling logo

startup-financial-modeling

wshobson/agents

Build 3-5 year financial models with revenue projections, cost structures, cash flow analysis, and scenario planning for early-stage startups.

8.9k installsAudited
SNsnowflake-semanticview logo

snowflake-semanticview

Official
github/awesome-copilot

Create, alter, and validate Snowflake semantic views using Snowflake CLI with built-in validation workflow.

8.9k installs
FLfluxa-agent-wallet logo

fluxa-agent-wallet

fluxa-agent-payment/fluxa-ai-wallet-mcp

Secure AI agent wallet for payments, transfers, and x402 API calls with user-approved spending.

8.9k installs