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
FI

fix-errors

warpdotdev/common-skills

Fix compilation errors, linting issues, and test failures in the warp Rust codebase.

9.1k installsAudited
CH

chatgpt-app-builder

Official
mcp-use/mcp-use

Essential MCP server development guide covering tools, resources, prompts, widgets, and authentication patterns.

9.1k installs
LA

langchain-dependencies

Official
langchain-ai/langchain-skills

Manage LangChain ecosystem package versions, dependencies, and environment setup for Python and TypeScript projects.

9.1k installsAudited
IM

implement-specs

warpdotdev/common-skills

Implement approved features while keeping PRODUCT.md and TECH.md synchronized with code in a single PR.

9.1k installsAudited
AI

ai-paper-reproduction

lllllllama/ai-paper-reproduction-skill

End-to-end README-first reproduction of AI paper repositories with auditable outputs and conservative patch rules.

9.1k installs
UP

update-skill

warpdotdev/common-skills

Create or update skills by generating, editing, or refining SKILL.md files in this repository.

9.1k installsAudited
CR

create-pr

warpdotdev/common-skills

Create a pull request in the warp repository for the current branch.

9.1k installsAudited
DI

diagnose-ci-failures

warpdotdev/common-skills

Diagnose CI failures for a PR, extract error logs, and generate a fix plan using GitHub CLI.

9.1k installs
PR

project-workflow-analysis-blueprint-generator

Official
github/awesome-copilot

Auto-detect architecture patterns and generate detailed end-to-end workflow implementation blueprints.

9.1k installs
DE

deepline-gtm

code.deepline.com

GTM prospecting, enrichment, and lead qualification with 50+ data providers and waterfall workflows.

9.0k installs
PU

public-relations

coreyhaines31/marketingskills

Get earned media coverage by pitching journalists, newsjacking trends, and responding to press requests.

9.0k installs
BR

breakdown-plan

Official
github/awesome-copilot

Generate comprehensive GitHub project plans with Epic > Feature > Story hierarchy, dependencies, and automated issue tracking.

9.0k installs
FL

flutter-testing-apps

Official
flutter/skills

Implement unit, widget, and integration tests for Flutter apps to ensure code quality and prevent regressions.

9.0k installsAudited
PY

python-anti-patterns

wshobson/agents

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

9.0k installsAudited
TA

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
CR

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
CS

csharp-docs

Official
github/awesome-copilot

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

9.0k installs
EF

ef-core

Official
github/awesome-copilot

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

9.0k installs
RE

remember

Official
github/awesome-copilot

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

9.0k installs
DO

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
DB

dbs-ai-check

dontbesilent2025/dbskill

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

9.0k installsAudited
FO

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
DA

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
NE

next-intl-add-language

Official
github/awesome-copilot

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

9.0k installs
HT

html-slides

claude-office-skills/skills

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

9.0k installsAudited
BR

breakdown-feature-implementation

Official
github/awesome-copilot

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

9.0k installs
AD

add-educational-comments

Official
github/awesome-copilot

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

9.0k installs
MA

make-skill-template

Official
github/awesome-copilot

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

9.0k installsAudited
UP

update-specification

Official
github/awesome-copilot

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

8.9k installsAudited
JA

java-refactoring-extract-method

Official
github/awesome-copilot

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

8.9k installs