Data Analysis AI Skills
5,873 open-source Data Analysis AI skills that teach any AI model a new workflow.
Search and filter AI skills
AI skills directory results
Pm Spec Quality Audit
Run a structured quality audit on a product spec, PRD, or requirements document. Produces a severity-rated issue list with concrete fixes — catches untestable requirements, happy-path-only flows,…
Imagegen Frontend Mobile
顶级移动 app 图像生成 skill,用于产出高质感、app 原生风格的界面概念与流程图。适用于 iOS、Android 与跨平台移动产品。优先重视干净的层级、舒适可读的文本、强力的多界面一致性、受控的色彩配置、非套版的创意方向、有质感的表面、以影像为主导的构图、有品味的客制 iconography,以及干净的手机 mockup 取景。缺省情况下,界面应呈现在一个低调高质感、带可见边框的…
Journey Mapping & Service Design
Create customer journey maps, service blueprints, experience maps, empathy maps, and other alignment diagrams. Guides diagram type selection, content structure, illustration syntax, and alignment…
God Dataviz
Data visualization and information design - choosing the right chart, dashboards, infographics, color for data (sequential, diverging, categorical, color-blind safe), labeling and annotation, chart…
Production Web Architecture
Design, review, or harden a startup web platform for scalability, reliability, security, observability, deployability, data integrity, background work, caching, AI cost control, and staged growth…
Ui Styling
Create beautiful, accessible user interfaces with shadcn/ui components (built on Radix UI + Tailwind), Tailwind CSS utility-first styling, and canvas-based visual designs. Use when building user…
Lab Hardware Cad
Designs custom laboratory hardware as parametric build123d models and exports fabrication artifacts as STEP, STL, and DXF files - microfluidic chips and molds, optomechanical mounts and breadboard…
Datadog Cli
Datadog CLI for searching logs, querying metrics, tracing requests, and managing dashboards. Use this when debugging production issues or working with Datadog observability.
Ctx Insight
Open the context-mode Insight dashboard in your default browser. Insight is the hosted analytics layer for AI-assisted engineering teams — per-engineer productive rate, retry waste, blocker detection,…
Cryptofeed
Cryptofeed - Real-time cryptocurrency market data feeds from 40+ exchanges. WebSocket streaming, normalized data, order books, trades, tickers. Python library for algorithmic trading and market data…
Bigquery Optimization
Provides workflows to optimize BigQuery environments (capacity planning, editions), storage assets (partitioning, clustering, storage lifecycles, billing models), and SQL queries. Use when optimizing…
Lark Apps
妙搭(Spark/Miaoda)应用开发与托管:应用创建、本地全栈开发、云端生成迭代、创意设计(UI mockup / 可交互原型 / 线框图 / 落地页 / 仪表盘 / 幻灯片 deck / 视觉探索)、AI相关能力和飞书平台能力或者其他外部能力集成、日志/Trace/监控指标/PV/UV…
Seo Dataforseo
Live SEO data via DataForSEO MCP server: SERP analysis, keyword research (volume, difficulty, intent, trends), backlink profiles, on-page analysis, competitor and content analysis, business listings,…
Geo Content
Content quality and E-E-A-T assessment for AI citability — evaluate experience, expertise, authoritativeness, trustworthiness, and content structure
Stitch::Code To Design
Convert frontend code (Vite, React, Angular, Vue, etc.) to a Stitch Design by chaining static HTML extraction, design system extraction, and file upload. **ALWAYS** use this skill when the user's…
Capability Primitive Search
能力原语+状态空间搜索:read/write/exec/ssrf等原语凑RCE等式A-F,低危映射,正反向搜索,跨域兑现。Use when no single RCE, chaining low-severity vulns, or deriving novel attack chains.
Deck Generator
Generate professional presentations with AI-generated images. Use when asked to create a deck, presentation, pitch deck, or slides. Supports style presets (whiteboard, corporate, minimalist, etc).…
Annotation Data
Dataset annotation management — COCO labels, sequences, export, and Kaggle upload
Weekly Crm Report
Cleans a weekly CRM export and produces a regional sales summary. Activates when the user asks to clean a CRM export, deduplicate sales rows, calculate regional totals, or generate a weekly sales…
Portaljs Add Map
Render a GeoJSON dataset on an interactive Leaflet map in the Views section of a dataset's showcase. Installs react-leaflet and a Map component, then renders the map for the chosen dataset. Use when a…
App Launch
When the user wants to plan a launch strategy for a new app or major update. Also use when the user mentions "app launch", "launch plan", "launch checklist", "pre-launch", "launch day", or "how to…
Nemotron Customize
Plan, configure, and chain repo-native Nemotron customization steps into single-step or multi-step pipelines: curation, translation, SFT/PEFT (AutoModel or Megatron-Bridge), pretraining/CPT, RL…
App Launch
When the user wants to plan a launch strategy for a new app or major update. Also use when the user mentions "app launch", "launch plan", "launch checklist", "pre-launch", "launch day", or "how to…
Migrate Postgres Tables To Hypertables
Use this skill to migrate identified PostgreSQL tables to Timescale/TimescaleDB hypertables with optimal configuration and validation. **Trigger when user asks to:** - Migrate or convert PostgreSQL…
Html Report
Self-contained styled HTML reports written to the task directory: PDF-exportable research documents with inline data, charts, and theme-aware CSS
Hotpath Init
Configure hotpath profiling in a Rust project. Adds the hotpath dependency with feature-gated setup, instruments main with hotpath::main, functions with measure/measure_all, and wraps channels,…
Ingest Triage
Classify and resolve conflicts detected during bundle ingest (structural duplicates, definitional contradictions, near-duplicate clusters, re-ingest changes, evictions).
Dust Elasticsearch
Create, migrate, or query Elasticsearch indices in `front`. Use when adding a new front Elasticsearch index, changing mappings or settings, wiring indexing logic, or exposing Elasticsearch-backed…
Recon
External recon playbook for a web target — subdomain enumeration, live-host probing, tech fingerprinting, and a first pass at content discovery. Use when the user gives you a root domain or apex and…
Data Analysis
Analyze data, process CSV/JSON files, compute statistics, and create data visualizations. Use when the user asks about data processing, statistics, or analysis.
Sast Idor
Detect Insecure Direct Object Reference (IDOR) vulnerabilities in a codebase using a three-phase approach: recon (find candidates), batched verify (check authorization in parallel subagents, 3…
Wiki Query
Fast, read-only, index-first queries over an llm-wiki with bounded file reads, exact citations, and honest evidence gaps.
Baoyu Infographic
Infographics: 21 layouts x 21 styles (信息图, 可视化).
Disaster Recovery
Implement disaster recovery strategies and runbooks. Configure RPO/RTO targets and failover procedures. Use when planning for business continuity.
Compose State And Effects
Use when writing or reviewing Jetpack Compose state ownership, remember state, state hoisting, screen state holders, LaunchedEffect, DisposableEffect, SideEffect, Flow collection, navigation,…
Curate Research Trace
Curate BrainPilot Trace Events into human-readable research Episodes, appropriately granular nodes, and direct depends_on relationships. Use when a report contains multiple settings, results,…
R Visuals
R visual creation and ggplot2 patterns for PBIR reports. Automatically invoke when the user mentions "R visual", "ggplot2", "ggplot in Power BI", or asks to "create an R visual", "add an R chart",…
Analytics Strategy
Design measurement frameworks including event taxonomy, KPI hierarchy, dashboard architecture, attribution models, and analytics implementation strategy. Use this skill whenever the user wants to plan…
Aws Lambda Microvms
Build, run, debug, and operate applications on AWS Lambda MicroVMs — Firecracker-isolated, snapshot-resumable serverless compute environments that run inside a container with up to 8-hour lifetimes.…
Oracle Data Guard
Provide operational guidance for Oracle Data Guard and SQLcl DG. Use when a user asks about SQLcl DG commands, Data Guard Broker fixed views, FSFO or observer state, transport or apply lag,…
Agency Dashboard
Build the agency dashboard across all client brands: health, pacing, risk. "how are all our clients doing"
Human Auth Biometric
Handle biometric authentication delegation (fingerprint, face recognition) when the Agent Phone lacks biometric hardware.
Strix•新手入口
给中文用户和新手用的 Strix Lite 统一入口:先判断该用哪一个 strix-* 工具或漏洞测试 skill,再给最小化起手步骤;适合在 Web 安全测试、工具链使用、漏洞验证时不知道先用哪个 Strix skill 的场景;触发名:strix-beginner-hub
Bioconductor Chipseeker
ChIPseeker is a Bioconductor package for annotating ChIP-seq data analysis. Peak Annotation is performed by the annotatePeak function. The position and strand information of nearest genes are…
App Store Screenshots
App Store and Google Play screenshot creation with exact platform specs. Covers iOS/Android dimensions, gallery ordering, device mockups, and preview videos. Use for: app store optimization, ASO, app…
Cold Email Starter Kit
Complete beginner-friendly cold email toolkit. Walks from zero to launched campaign — domain purchase, inbox setup, list building, copywriting, enrichment, and sending via Smartlead or Instantly. Use…
Adding Dbt Unit Test
Creates unit test YAML definitions that mock upstream model inputs and validate expected outputs. Use when adding unit tests for a dbt model or practicing test-driven development (TDD) in dbt.
Tooluniverse
Access 1000+ scientific tools through ToolUniverse for drug discovery, protein analysis, genomics, literature search, clinical data, ADMET prediction, molecular docking, and more. Use when the user…
Requirements Clarity
Clarify ambiguous requirements through focused dialogue before implementation. Use when requirements are unclear, features are complex (>2 days), or involve cross-team coordination. Ask two core…
Creating Financial Models
This skill provides an advanced financial modeling suite with DCF analysis, sensitivity testing, Monte Carlo simulations, and scenario planning for investment decisions
Read File
Read any data file (CSV, JSON, Parquet, Avro, Excel, spatial, SQLite) or remote URL (S3, HTTPS). Use when user references a data file, asks "what's in this file", or wants to preview/profile a…

