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
PL

plantuml-ascii

Official
github/awesome-copilot

Generate ASCII art diagrams from PlantUML text syntax for terminal-friendly documentation.

9.3k installs
TH

think

tw93/waza

Turn rough ideas into approved, decision-complete plans before coding.

9.3k installs
CS

csharp-xunit

Official
github/awesome-copilot

XUnit best practices for C# unit testing, including data-driven tests and test organization.

9.3k installs
RE

react-modernization

wshobson/agents

Upgrade React apps to latest versions, migrate class components to hooks, and adopt concurrent features.

9.3k installs
PO

powerbi-modeling

Official
github/awesome-copilot

Power BI semantic modeling assistant for building optimized data models with DAX, relationships, and best practices.

9.3k installs
LA

langchain-middleware

Official
langchain-ai/langchain-skills

Human-in-the-loop approval and custom middleware for LangChain agents with structured output support.

9.3k installsAudited
HE

health

tw93/waza

Budget-aware agent health audit for instruction drift, hooks, MCP, verifiers, and AI maintainability.

9.3k installs
CO

context-map

Official
github/awesome-copilot

Generate a map of all files relevant to a task before making changes

9.3k installs
KO

kotlin-springboot

Official
github/awesome-copilot

Best practices for building Spring Boot applications with Kotlin.

9.3k installs
TA

tavily-cli

Official
tavily-ai/skills

Web search, content extraction, site crawling, and deep research via Tavily CLI.

9.3k installs
DE

devops-rollout-plan

Official
github/awesome-copilot

Generate comprehensive rollout plans with preflight checks, deployment steps, verification signals, and rollback procedures for infrastructure and application changes

9.3k installs
WR

write-coding-standards-from-file

Official
github/awesome-copilot

Generate coding standards documents by analyzing your project's existing code style and syntax patterns.

9.3k installs
BO

boost-prompt

Official
github/awesome-copilot

Interactive prompt refinement workflow that clarifies scope, deliverables, and constraints—copies final markdown to clipboard.

9.3k installs
IM

image-manipulation-image-magick

Official
github/awesome-copilot

Process and manipulate images using ImageMagick with resizing, format conversion, and batch operations.

9.3k installs
CO

code-review-and-quality

addyosmani/agent-skills

Multi-dimensional code review across correctness, readability, architecture, security, and performance before any merge.

9.3k installs
AN

angular-component

analogjs/angular-skills

Create modern Angular v20+ standalone components with signals, OnPush detection, and accessibility built-in.

9.2k installsAudited
AZ

azure-role-selector

Official
github/awesome-copilot

Find the least-privilege Azure role for any permission requirement and apply it.

9.2k installs
AG

agent-governance

Official
github/awesome-copilot

Governance, safety, and trust controls for AI agent systems with tool access.

9.2k installs
PY

python-packaging

wshobson/agents

Create distributable Python packages with proper structure, metadata, and PyPI publishing.

9.2k installsAudited
DE

deep-agents-core

Official
langchain-ai/langchain-skills

Framework for building multi-step AI agents with built-in planning, memory, and skill management

9.2k installsAudited
GI

git-flow-branch-creator

Official
github/awesome-copilot

Analyzes git changes and automatically creates Git Flow branches with semantic naming.

9.2k installs
SP

spec-driven-implementation

warpdotdev/common-skills

Write PRODUCT.md and TECH.md specs before implementation to drive clarity and quality for substantial features.

9.2k installsAudited
RE

readme-blueprint-generator

Official
github/awesome-copilot

Generate comprehensive README.md by analyzing project documentation structure and Copilot instructions.

9.2k installs
CO

copilot-sdk

Official
github/awesome-copilot

Embed Copilot's agentic workflows in Python, TypeScript, Go, or .NET applications.

9.2k installs
CR

create-spring-boot-java-project

Official
github/awesome-copilot

Generate a Spring Boot 3.4.5 project skeleton with PostgreSQL, Redis, MongoDB, and Docker Compose pre-configured.

9.2k installs
WR

write-product-spec

warpdotdev/common-skills

Write detailed PRODUCT.md specs for significant Warp features, focused on user-visible behavior and invariants.

9.2k installsAudited
RE

review-pr

warpdotdev/common-skills

Review pull request diffs and write structured feedback to review.json for workflow publication.

9.1k installsAudited
WR

write

tw93/waza

Rewrite prose to sound human: remove AI tone, polish copy, and localize across Chinese and English.

9.1k installs
RE

resolve-merge-conflicts

warpdotdev/common-skills

Extract conflict hunks and compact diffs to resolve Git merge conflicts without loading full files.

9.1k installsAudited
WR

write-tech-spec

warpdotdev/common-skills

Write a TECH.md spec translating product intent into an implementation plan grounded in codebase structure.

9.1k installsAudited