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
PLplan-harder logo

plan-harder

am-will/codex-skills

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1.2k installs
MCmckinsey-consultant logo

mckinsey-consultant

fleurytian/awesome-claude-skills

McKinsey顾问式问题解决系统。从商业问题出发,通过假设驱动的结构化分析方法,生成McKinsey风格研究报告和PPT。融合Problem Solving方法论、MECE原则、Issue Tree拆解、Hypotheses形成、Dummy Page设计、智能数据收集和专业PPT生成能力。

1.2k installs
CLclanker-discipline logo

clanker-discipline

gbasin/clanker-discipline

Catches state bloat, grab-bag models, and mutation ambiguity from AI coding agents. Use when reviewing state types, boolean flags, optional-field models, or mutable data patterns.

1.2k installsAudited
OPopenhanako-personal-ai-agent logo

openhanako-personal-ai-agent

aradotso/trending-skills

Build and configure personal AI agents with memory, personality, and autonomy using OpenHanako on Electron.

1.2k installs
MUmuapi-cinema-director logo

muapi-cinema-director

samuraigpt/generative-media-skills

Direct high-fidelity cinematic video with AI — translates creative intent into technical cinematographic directives for Veo3, Kling, and Luma video models via muapi.ai

1.2k installsAudited
ANandroid-kotlin-development logo

android-kotlin-development

aj-geddes/useful-ai-prompts

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1.2k installsAudited
ADads-creative logo

ads-creative

agricidaniel/claude-ads

Cross-platform creative quality audit covering ad copy, video, image, and format diversity across all platforms. Detects creative fatigue, evaluates platform-native compliance, scores creative diversity for Andromeda Entity-ID retrieval, and provides production priorities. Use when user says creative audit, ad creative, creative fatigue, creative diversity score, ad variation audit, ad copy, ad design, or creative review.

1.2k installs
AGAgent Browser logo

Agent Browser

am-will/codex-skills

A fast Rust-based headless browser automation CLI with Node.js fallback that enables AI agents to navigate, click, type, and snapshot pages via structured commands.

1.2k installs
NOnotebooklm logo

notebooklm

giuseppe-trisciuoglio/developer-kit

Enables interaction with Google NotebookLM for advanced RAG (Retrieval-Augmented Generation) capabilities via the notebooklm-mcp-cli tool. Use when querying project documentation stored in NotebookLM, managing research notebooks and sources, retrieving AI-synthesized information, generating audio podcasts or reports from notebooks, or performing contextual queries against curated knowledge bases. Triggers on "notebooklm", "nlm", "notebook query", "research notebook", "query documentation in notebooklm".

1.2k installs
WIwindows-ui-automation logo

windows-ui-automation

martinholovsky/claude-skills-generator

Expert in Windows UI Automation (UIA) and Win32 APIs for desktop automation. Specializes in accessible, secure automation of Windows applications including element discovery, input simulation, and process interaction. HIGH-RISK skill requiring strict security controls for system access.

1.2k installs
SOsocial-media-marketing logo

social-media-marketing

dengineproblem/agents-monorepo

Эксперт по SMM. Используй для стратегий в Instagram, Facebook, TikTok, LinkedIn, контент-планов и community management.

1.2k installsAudited
MAmarkdown-url logo

markdown-url

am-will/codex-skills

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1.2k installs
TEtesting logo

testing

grafana/skills

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1.2k installs
PLplugin-bundle-size logo

plugin-bundle-size

grafana/skills

Agent skill from grafana/skills.

1.2k installsAudited
ROroundup-setup logo

roundup-setup

Official
github/awesome-copilot

Interactive onboarding that learns your communication style, audiences, and data sources to configure personalized status briefings. Paste in examples of updates you already write, answer a few questions, and roundup calibrates itself to your workflow.

1.2k installsAudited
COcompound logo

compound

ai-native-camp/camp-2

작업 중 발견한 인사이트를 구조화된 문서로 축적하여 나만의 지식 베이스를 복리로 성장시킨다

1.2k installsAudited
SCscientific-visualization logo

scientific-visualization

davila7/claude-code-templates

Create publication figures with matplotlib/seaborn/plotly. Multi-panel layouts, error bars, significance markers, colorblind-safe, export PDF/EPS/TIFF, for journal-ready scientific plots.

1.2k installs
ANanalyzing-data logo

analyzing-data

Official
astronomer/agents

Queries data warehouse and answers business questions about data. Handles questions requiring database/warehouse queries including "who uses X", "how many Y", "show me Z", "find customers", "what is the count", data lookups, metrics, trends, or SQL analysis.

1.2k installs
GRgrafana-scenes logo

grafana-scenes

grafana/skills

Build Grafana plugin pages using the @grafana/scenes framework. Use when creating new scene pages, adding panels/visualizations, setting up drilldown navigation, defining variables, configuring query runners, building table/timeseries/stat panels, or extending SceneObjectBase for custom scene objects. Triggers on any work involving SceneApp, SceneAppPage, EmbeddedScene, SceneQueryRunner, SceneDataTransformer, PanelBuilders, SceneFlexLayout, QueryVariable, or drilldown/tab configuration in Grafana plugins.

1.2k installsAudited
OPopenai-docs-skill logo

openai-docs-skill

am-will/codex-skills

Query the OpenAI developer documentation via the OpenAI Docs MCP server using CLI (curl/jq). Use whenever a task involves the OpenAI API (Responses, Chat Completions, Realtime, etc.), OpenAI SDKs, ChatGPT Apps SDK, Codex, MCP integrations, endpoint schemas, parameters, limits, or migrations and you need up-to-date official guidance.

1.2k installs
REreact-nextjs-development logo

react-nextjs-development

sickn33/antigravity-awesome-skills

React and Next.js 14+ application development with App Router, Server Components, TypeScript, Tailwind CSS, and modern frontend patterns.

1.2k installsAudited
ONoncall-irm logo

oncall-irm

grafana/skills

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1.2k installs
GEgemini-computer-use logo

gemini-computer-use

am-will/codex-skills

Build and run Gemini 2.5 Computer Use browser-control agents with Playwright. Use when a user wants to automate web browser tasks via the Gemini Computer Use model, needs an agent loop (screenshot → function_call → action → function_response), or asks to integrate safety confirmation for risky UI actions.

1.2k installs
OWowasp-security logo

owasp-security

agamm/claude-code-owasp

Use when reviewing code for security vulnerabilities, implementing authentication/authorization, handling user input, or discussing web application security. Covers OWASP Top 10:2025, ASVS 5.0, LLM Top 10 (2025), and Agentic AI security (2026).

1.2k installsAudited
LAlast30days logo

last30days

sickn33/antigravity-awesome-skills

Research a topic from the last 30 days on Reddit + X + Web, become an expert, and write copy-paste-ready prompts for the user's target tool.

1.2k installs
AUauto-updater logo

auto-updater

teylersf/openclaw-auto-updater

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1.2k installs
SFsf-ai-agentforce-observability logo

sf-ai-agentforce-observability

jaganpro/sf-skills

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1.2k installs
COcolor-expert logo

color-expert

meodai/skill.color-expert

Use when working with color naming, color theory, color spaces, color definitions, or any task involving color knowledge - palettes, ramps, gradients, conversions, accessibility, perceptual matching, pigment mixing, print-vs-screen color, CSS color syntax, or historical color terminology. Use this skill whenever the user is choosing, comparing, generating, naming, converting, or explaining colors, even if they do not explicitly ask for "color theory."

1.2k installs
TRtroubleshooting-efs logo

troubleshooting-efs

aws/agent-toolkit-for-aws

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1.2k installs
SWswarm-planner logo

swarm-planner

am-will/codex-skills

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1.2k installs