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
RE

review-and-refactor

Official
github/awesome-copilot

Review and refactor code against project guidelines and best practices.

10k installs
ZH

zhangxuefeng-perspective

alchaincyf/zhangxuefeng-skill

张雪峰的思维框架与表达方式——用数据和现实主义分析教育、职业、阶层问题

10k installs
AK

akshare-stock

molezzz/openclaw-stock-skill

Real-time A-stock analysis with market data, technicals, fundamentals, sectors, and cross-market coverage via akshare

10k installs
RE

react-doctor

millionco/react-doctor

Scan React code for security, performance, accessibility, and architecture issues with a 0–100 health score.

10k installs
NA

nanobanana

gargantuax/openskills

Gemini-native Nano Banana image generation and editing with batch support and custom endpoints.

10k installs
UP

update-implementation-plan

Official
github/awesome-copilot

Update implementation plan files with new requirements for features, refactoring, upgrades, and infrastructure changes.

10k installs
VI

videoagent-video-studio

pexoai/pexo-skills

Generate short AI videos from text or images using 7 backends with zero API key setup.

10k installs
RA

rag-implementation

wshobson/agents

Build RAG systems with vector databases and semantic search to ground LLMs in external knowledge.

10k installsAudited
ST

stripe-integration

wshobson/agents

Implement Stripe payment processing with checkout, subscriptions, and webhooks for PCI-compliant payment flows.

10k installs
MA

make-repo-contribution

Official
github/awesome-copilot

Ensure all repository contributions follow project guidelines before creating issues, branches, commits, or pull requests.

10k installsAudited
HE

here-now

heredotnow/skill

Publish websites and store private files in cloud Drives with access control.

10k installs
NI

niche-signal-discovery

code.deepline.com

Discover what separates your won from lost accounts to build data-driven ICP and scoring models.

10k installsAudited
ED

editorconfig

Official
github/awesome-copilot

Generates best-practice .editorconfig files tailored to your project structure and preferences.

10k installs
LA

langgraph-persistence

Official
langchain-ai/langchain-skills

Persist LangGraph state with checkpointers, thread IDs, and time travel for durable multi-turn conversations.

10k installsAudited
JA

java-docs

Official
github/awesome-copilot

Ensure Java types are documented with Javadoc comments following best practices.

10k installs
LA

langchain-fundamentals

Official
langchain-ai/langchain-skills

Build production LangChain agents with create_agent(), tools, and middleware for human-in-the-loop control.

10k installs
BU

build-tam

code.deepline.com

Build a Total Addressable Market list by sourcing accounts and contacts from Crustdata, Dropleads, and PDL.

10k installsAudited
CH

changelog-automation

wshobson/agents

Automate changelog generation from commits and releases using Keep a Changelog and Conventional Commits.

10k installs
LA

langchain-rag

Official
langchain-ai/langchain-skills

Build retrieval-augmented generation (RAG) systems with document loading, chunking, embeddings, and vector stores.

10k installs
DE

deployment-pipeline-design

wshobson/agents

Design multi-stage CI/CD pipelines with approval gates, security checks, and progressive delivery strategies.

10k installsAudited
PO

portfolio-prospecting

code.deepline.com

Find companies in a VC's portfolio, identify contacts, and generate personalized outreach campaigns.

10.0k installsAudited
DE

deepline-feedback

code.deepline.com

Send feedback and bug reports to Deepline with session transcript and environment details.

10.0k installsAudited
CL

clay-to-deepline

code.deepline.com

Convert Clay table configurations into local Deepline scripts with extraction, documentation, and parity validation.

10.0k installsAudited
PL

Plugin Structure

Official
anthropics/claude-code

Standardized directory structure and manifest configuration for Claude Code plugins

10.0k installs
TY

typescript-expert

sickn33/antigravity-awesome-skills

Advanced TypeScript expert for type-level programming, performance optimization, monorepo management, and migration strategies.

9.9k installs
LI

linkedin-url-lookup

code.deepline.com

Resolve LinkedIn profile URLs from name + company with strict identity validation.

9.9k installsAudited
PA

parallel-web-search

Official
parallel-web/parallel-agent-skills

Fast, cost-effective web search for current information and research queries.

9.9k installs
PY

python-project-structure

wshobson/agents

Design well-organized Python projects with clear module boundaries, explicit public interfaces, and maintainable directory structures.

9.9k installsAudited
DE

debugging-strategies

wshobson/agents

Master systematic debugging techniques and root cause analysis to efficiently track down bugs across any codebase.

9.9k installsAudited
AP

apple-appstore-reviewer

Official
github/awesome-copilot

Audit iOS app code and metadata for App Store rejection risks and optimization opportunities.

9.9k installs