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
SL

slack-gif-creator

composiohq/awesome-claude-skills

Toolkit for creating animated GIFs optimized for Slack, with validators for size constraints and composable animation primitives. This skill applies when users request animated GIFs or emoji animations for Slack from descriptions like "make me a GIF for Slack of X doing Y".

2.7k installs
PL

playwright-e2e-testing

bobmatnyc/claude-mpm-skills

Playwright modern end-to-end testing framework with cross-browser automation, auto-wait, and built-in test runner

2.7k installsAudited
AP

apple-notes

steipete/clawdis

Create, view, edit, delete, search, move, or export Apple Notes via the memo CLI on macOS.

2.7k installs
AP

apify-trend-analysis

Official
apify/agent-skills

Discover and track emerging trends across Google Trends, Instagram, Facebook, YouTube, and TikTok to inform content strategy.

2.7k installs
CO

computer-vision-opencv

mindrally/skills

Expert guidance for computer vision development using OpenCV, PyTorch, and modern deep learning techniques for image and video processing.

2.7k installsAudited
LC

lck-analytics

nomadamas/k-skill

Riot 공식 LoL Esports 데이터와 Oracle's Elixir 스타일 historical 데이터로 LCK 경기 결과, 현재 순위, live turning point, 밴픽 matchup/synergy, patch meta, 팀 파워 레이팅을 조회한다.

2.7k installs
JO

joseon-sillok-search

nomadamas/k-skill

Search Joseon Dynasty Annals records from the official sillok.history.go.kr site with keyword search plus optional king/year narrowing.

2.7k installs
DA

daisyui-colors

saadeghi/daisyui

MANDATORY color usage rules for daisyUI 5

2.7k installs
PR

pragmatic-programmer

wondelai/skills

Apply meta-principles of software craftsmanship: DRY, orthogonality, tracer bullets, and design by contract. Use when the user mentions "best practices", "pragmatic approach", "broken windows", "tracer bullet", "software craftsmanship", "technical debt prevention", "code ownership", "how do I become a better developer", "level up my engineering", "avoid technical debt", or "work more effectively as a dev". Also trigger when evaluating build-vs-buy decisions, designing estimation approaches, or choosing between reversible and irreversible architectural decisions. Covers estimation, domain languages, and reversibility. For code-level quality, see clean-code. For refactoring techniques, see refactoring-patterns.

2.7k installs
XC

xcode-build-orchestrator

avdlee/xcode-build-optimization-agent-skill

Orchestrate Xcode build optimization by benchmarking first, running the specialist analysis skills, prioritizing findings, requesting explicit approval, delegating approved fixes to xcode-build-fixer, and re-benchmarking after changes. Use when a developer wants an end-to-end build optimization workflow, asks to speed up Xcode builds, wants a full build audit, or needs a recommend-first optimization pass covering compilation, project settings, and packages.

2.7k installsAudited
ME

meeting-notes

shubhamsaboo/awesome-llm-apps

|

2.7k installs
WP

wp-block-themes

Official
wordpress/agent-skills

Use when developing WordPress block themes: theme.json (global settings/styles), templates and template parts, patterns, style variations, and Site Editor troubleshooting (style hierarchy, overrides, caching).

2.7k installs
TY

typescript-best-practices

0xbigboss/claude-code

Use when reading or writing TypeScript or JavaScript files (.ts, .tsx, .js, tsconfig.json).

2.7k installsAudited
FE

feature-forge

jeffallan/claude-skills

Conducts structured requirements workshops to produce feature specifications, user stories, EARS-format functional requirements, acceptance criteria, and implementation checklists. Use when defining new features, gathering requirements, or writing specifications. Invoke for feature definition, requirements gathering, user stories, EARS format specs, PRDs, acceptance criteria, or requirement matrices.

2.7k installsAudited
HA

han-river-water-level

nomadamas/k-skill

한강홍수통제소 기반 현재 수위/유량을 관측소명 또는 관측소코드로 조회한다. 기본 경로는 k-skill-proxy의 han-river water-level endpoint다.

2.7k installsAudited
LA

langsmith-trace

Official
langchain-ai/langsmith-skills

INVOKE THIS SKILL when working with LangSmith tracing OR querying traces. Covers adding tracing to applications and querying/exporting trace data. Uses the langsmith CLI tool.

2.7k installs
XI

xiaohongshu-note-analyzer

softbread/xiaohongshu-doctor

全面分析小红书笔记的内容质量、关键词优化、标题吸引力、敏感内容风险、商业化程度、互动潜力等。适用于发布前审核、内容优化建议、提升笔记曝光率。触发词包括"分析小红书笔记"、"小红书内容审核"、"笔记优化"、"XHS分析",或上传小红书笔记内容请求分析。

2.7k installs
SE

setup

assistant-ui/skills

Installs and configures assistant-ui in a project via the CLI, and picks the right runtime for a backend. Use for first-time install, scaffold, or config: `npx assistant-ui@latest create my-app` (templates default, minimal, cloud, cloud-clerk, langgraph, mcp), `npx assistant-ui@latest init [--yes] [--overwrite]` in an existing Next.js app, or `npx assistant-ui@latest add` registry components (markdown-text, thread-list). Also use to choose a runtime hook for a backend: useChatRuntime (AI SDK), useLangGraphRuntime, useAgUiRuntime, useA2ARuntime, useLocalRuntime (custom streaming API), or useExternalStoreRuntime (Redux/Zustand). Covers Vite/TanStack Start setup, shadcn styling, the playground --preset flag, and avoiding the deprecated @assistant-ui/styles and @assistant-ui/react-ui packages. For upgrading an existing install or post-upgrade breakage use update; for building UI from raw parts use primitives.

2.7k installs
RE

react

lobehub/lobehub

LobeHub React component conventions. Use when editing TSX UI, choosing base-ui vs @lobehub/ui vs antd, styling with antd-style, routing, desktop variants, layouts, or component state.

2.7k installsAudited
MC

mcp-developer

jeffallan/claude-skills

Use when building, debugging, or extending MCP servers or clients that connect AI systems with external tools and data sources. Invoke to implement tool handlers, configure resource providers, set up stdio/HTTP/SSE transport layers, validate schemas with Zod or Pydantic, debug protocol compliance issues, or scaffold complete MCP server/client projects using TypeScript or Python SDKs.

2.7k installs
AG

agent-platform-skill-registry

google/skills

>

2.7k installsAudited
FI

fine-tuning-expert

jeffallan/claude-skills

Use when fine-tuning LLMs, training custom models, or adapting foundation models for specific tasks. Invoke for configuring LoRA/QLoRA adapters, preparing JSONL training datasets, setting hyperparameters for fine-tuning runs, adapter training, transfer learning, finetuning with Hugging Face PEFT, OpenAI fine-tuning, instruction tuning, RLHF, DPO, or quantizing and deploying fine-tuned models. Trigger terms include: LoRA, QLoRA, PEFT, finetuning, fine-tuning, adapter tuning, LLM training, model training, custom model.

2.7k installs
WI

wiki-status

ar9av/obsidian-wiki

>

2.7k installs
HU

humanize

humanizerai/agent-skills

Transform AI-generated text into natural, human-like content that bypasses AI detectors like GPTZero, Turnitin, and Originality.ai. Uses credits based on word count.

2.7k installs
LE

legacy-modernizer

jeffallan/claude-skills

Designs incremental migration strategies, identifies service boundaries, produces dependency maps and migration roadmaps, and generates API facade designs for aging codebases. Use when modernizing legacy systems, implementing strangler fig pattern or branch by abstraction, decomposing monoliths, upgrading frameworks or languages, or reducing technical debt without disrupting business operations.

2.7k installs
XC

xcode-build-fixer

avdlee/xcode-build-optimization-agent-skill

Apply approved Xcode build optimization changes following best practices, then re-benchmark to verify improvement. Use when a developer has an approved optimization plan from xcode-build-orchestrator, wants to apply specific build fixes, needs help implementing build setting changes, script phase guards, source-level compilation fixes, or SPM restructuring that was recommended by an analysis skill.

2.7k installsAudited
IN

infographic

markdown-viewer/skills

Create template-based infographics with space-separated key-value syntax (NOT YAML). Best for KPI dashboards, timelines, roadmaps, SWOT analysis, funnels, comparisons, and org charts with quick visual impact.

2.7k installs
OP

openclaw-config

adisinghstudent/easyclaw

Manage OpenClaw bot configuration - channels, agents, security, and autopilot settings

2.7k installs
HU

hundred-million-offers

wondelai/skills

Create irresistible offers using the Value Equation, bonus stacking, risk-reversing guarantees, and ethical scarcity. Use when the user mentions "irresistible offer", "bonuses and guarantees", "value-to-price ratio", "offer naming", "grand slam offer", "guarantee strategy", "premium pricing justification", "make my offer more compelling", "what bonuses should I add", "stop discounting", or "people say its too expensive". Also trigger when packaging a product for higher perceived value, designing a money-back guarantee, or structuring tiers to maximize conversions. Covers the MAGIC naming formula and starving-crowd targeting. For product positioning, see obviously-awesome. For outbound sales, see predictable-revenue.

2.7k installs
EX

exa-web-search-free

sundial-org/awesome-openclaw-skills

Free AI search via Exa MCP. Web search for news/info, code search for docs/examples from GitHub/StackOverflow, company research for business intel. No API key needed.

2.7k installs