Data Analysis AI Skills

Review sports figures, tables, notebooks, and reports for chartjunk, fake certainty, cropped axes, baseline erasure, metric laundering, and weak reproducibility. Use when asked to clean up or audit…

Build and analyze A/B test dashboards, calculate statistical significance, and track experiment results.

🤖 Data Science & AI/ML skill suite derived from shanraisshan/claude-code-best-practice. Data pipelines, model training, evaluation, MLOps and analytical reporting. Provides 10 specialised commands…

特征进化确定性评估核心(G1~G6关卡/前置诊断/原料矩阵/多seed快筛/全量终判/台账/反馈/导出)。不含任何LLM环节。当用户说"评估这些候选特征""这个特征有没有用""结算这一轮""导出接受的特征"时使用;正常流程由feature-evolution-orchestration调用。

🤖 Data Science & AI/ML skill suite derived from anthropics/claude-code. Data pipelines, model training, evaluation, MLOps and analytical reporting. Provides 10 specialised commands for data-science,…

🤖 Data Science & AI/ML skill suite derived from anthropics/skills. Data pipelines, model training, evaluation, MLOps and analytical reporting. Provides 10 specialised commands for data-science,…

Design partnerships for startups with little upfront cash: research fitting customers, influencers, and ambassadors, shape their offers, check economics, and plan pilots. Use for bootstrapped…

Use when writing high-volume ticks or order logs into TimescaleDB, ClickHouse or Kafka and one static batch size either stalls in quiet markets or floods the sink in a burst; adapts batch size and…

Generate a cognitive coverage system for any project: a JSON manifest tracking understanding across files, concepts, and data flows; an interactive HTML teaching guide with quiz; and an HTML dashboard…

🤖 Data Science & AI/ML skill suite derived from borghei/Claude-Skills. Data pipelines, model training, evaluation, MLOps and analytical reporting. Provides 10 specialised commands for data-science,…

Applies behavioral psychology and behavioral economics to product and UX design. Use when a designer, PM, researcher, or design manager wants to diagnose why users aren't completing a flow, adopting a…

Design, build, redesign, critique, audit, and refine frontend interfaces with strong visual direction and production-ready UX. Use for websites, landing pages, dashboards, application UI, components,…

Use this skill for any pencil.dev work, such as designing UI in a .pen file, editing an open Pencil canvas, sketching or mocking screens, instantiating components from a .lib.pen library, reading an…

WCAG 2.2 AA enforcement as a package of Agent Skills: router skills for web UI, full-site audits, Office/PDF/ePub documents, markdown, desktop and Python tooling, and GitHub workflows dispatch…

Turn existing spatial or coordinate data into portable, browser-openable interactive map files and report-ready figures. Use when the user wants parcels, buildings, facilities, parking, roads, water,…

Master advanced tool use patterns including chaining, parallel calls, and error recovery for complex Claude Code workflows

Apply this skill whenever building any user interface — component, page, flow, or full product. This is not a style guide. It is a design operating system built from a decade of shipping products for…

Production-grade UX audit and design guidance skill. Transforms vague design feedback into actionable, implementable recommendations. Two modes: `guide` (principles + do/don't rules for modern…

Make real, accurate maps as one self-contained HTML, SVG and PNG. Choropleths by country, state, province or US county, or by any boundaries in the user's own GeoJSON, TopoJSON or KML (districts, ZIP…

Act as an evidence-based senior product designer for any UI/app design or build task. Use this skill whenever the user wants to design or build an app, screen, page, component, landing page,…

Data Slides — Turn Excel/data analysis into investor-grade HTML slide cards with narrative. ECharts + static cards, Playwright screenshot.

Design, build, refactor, or review polished responsive analytics dashboards, SaaS admin dashboards, business intelligence interfaces, and data-heavy product UI using Yafa-UI. Covers sidebar…

Build product UI in Turnip UI, the DeFi Summer farm language: cool-gray canvas, Nunito extra-bold, 3D mascot heroes, magenta pill CTAs, cream selection cards, whisper borders, centered 920px column.…

美学大脑 / 审美操作系统。任何涉及审美与视觉呈现的任务必须调用：长图、海报、PPT、图表、插画、UI、皮肤、封面、配图、配色方案、前端页面视觉、视频分镜、Logo、Banner、思维导图美化、文生图提示词、Word 与文档排版（简历/报告/公文/论文）、贺卡与请柬、邮件排版，以及生活与社会关系中的审美咨询（穿搭配色/家居氛围/礼物挑选/仪式感设计）。流程：情绪定位 →…

A complete UI/UX engineering skill that combines frontend design, information architecture, UX writing, forms, design systems, data visualization, motion, accessibility, localization resilience,…

Adapt designs to work across different screen sizes, devices, contexts, or platforms. Implements breakpoints, fluid layouts, and touch targets. Use when the user mentions responsive design, mobile…

This skill should be used when the user asks to "build a frontend", "create a React component", "add animations", "design a landing page", "make it look modern", "add animated backgrounds", "create…

Use ONLY when the user asks to design mobile app screens with Sleek, edit a Sleek project, or implement a Sleek design in React Native or HTML, or when the frontend-stack router delegates it. Needs…

Create, refine and review visual work for AI-slop, weak hierarchy and generic design. Covers UI, images, slides, print, charts and motion. Preserve approved direction; excludes prose-only tasks.

Defines UX measurement frameworks, terms, and philosophy when the user is learning the foundation rather than applying it — "what is HEART?", "define cohort retention", "what is MDE?", "what's a…

Create polished, validated architecture, workflow, sequence, data-flow, and lifecycle/state diagrams as explorable standalone HTML with inline SVG, dark/light themes, optional trace motion, and…

Runs Cantera homogeneous chemical reactors and evaluates ignition delay with mechanism provenance, conservation checks, and numerical refinement. Use for combustion kinetics, closed adiabatic…

Multi-agent orchestration framework for autonomous AI collaboration. Use when building teams of specialized agents working together on complex tasks, when you need role-based agent collaboration with…

Get started with your Open SaaS project — fetches docs, checks Wasp installation, and helps you start your database and app.

Analyze vphone600 kernel artifacts using the local symbol database and XNU source tree. Use when working on kernel reverse engineering, address-to-symbol lookup, release-vs-research kernel comparison,…

Run the ResearchClaw autonomous research pipeline from a topic, config, and output directory.

Hugging Face Hub CLI (`hf`) for downloading, uploading, and managing models, datasets, spaces, buckets, repos, papers, jobs, and more on the Hugging Face Hub. Use when: handling authentication;…

AI/LLM应用攻击:提示注入,Agent工具滥用RCE,RAG投毒,MCP供应链,torch.load pickle RCE。Use when testing LLM apps, agents, RAG, MCP plugins, or AI model file risks.

Beeper cache: contact hints, room lookup, WhatsApp/iMessage traces, FTS.

Add a generated in-product walkthrough (a training module) for a permission scope, e.g. manage:PinnedItems, manage:Space, manage:SavedChart. Use when the user wants a new training lesson, tour, or…

Scrapes posts from any public Facebook Page or personal Profile timeline, returning structured data including post text, author info with profile picture, engagement metrics (likes/comments/shares),…

Use when a prepared PPT task with a current outline.md should be generated as an image-first presentation with one 16:9 image per slide and optional PPTX packaging.

Use this skill any time a spreadsheet file is the primary input or output. This means any task where the user wants to: open, read, edit, or fix an existing .xlsx, .xlsm, .csv, or .tsv file (e.g.,…

Backlink profile for any domain — referring domains, authority, anchors, new/lost links, and a side-by-side vs a competitor. Use when asked "check my backlinks", "backlink profile of X", "who links to…

Analyze connected Google Analytics 4 traffic, acquisition, engagement, landing pages, ecommerce, events, and conversions, and safely manage supported GA4 key events or custom dimensions through…

Generate 24 to 40 LinkedIn post ideas in a single table by pairing the user's content pillars with 8 proven content formats. Based on the Justin Welsh content matrix. Use this skill whenever the user…

Expert in community-led growth (CLG) - leveraging user communities to drive acquisition, retention, and expansion. Covers building developer communities, user groups, ambassador programs, and turning…

ClickHouse database patterns, query optimization, analytics, and data engineering best practices for high-performance analytical workloads.

Infer gene regulatory networks (GRNs) from gene expression data using scalable algorithms (GRNBoost2, GENIE3). Use when analyzing transcriptomics data (bulk RNA-seq, single-cell RNA-seq) to identify…

Build, repair, and verify charts in an existing Semiotic project, when Semiotic is explicitly requested, or when evaluating its documented capabilities against a visualization task. Preserve the…

Use when doing ANY task involving Supabase. Triggers: Supabase products (Database, Auth, Edge Functions, Realtime, Storage, Vectors, Cron, Queues); client libraries and SSR integrations (supabase-js,…