Data Analysis AI Skills
5,873 open-source Data Analysis AI skills that teach any AI model a new workflow.
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AI skills directory results
Openpiv
Particle Image Velocimetry (PIV) analysis with OpenPIV. Use when extracting velocity fields from PIV image pairs, analyzing fluid dynamics or flow visualization experiments, cross-correlating…
Business Analyst
Master modern business analysis with AI-powered analytics, real-time dashboards, and data-driven insights. Build comprehensive KPI frameworks, predictive models, and strategic recommendations. Use…
Hr Analytics
Help HR managers with HR analytics and data management. Use when asked to analyze employee data, create HR metrics, build an HR dashboard, analyze turnover data, develop HR reports, build predictive…
Dotnet Postgresql Best Practices
PostgreSQL database design best practices, naming conventions, indexing strategies, and performance optimization for .NET applications using Npgsql and EF Core.
Configuring Experiment Analytics
Configures the analytics side of a PostHog experiment — exposure criteria (server-resolved default exposure event vs custom exposure events), primary and secondary metrics, the supported metric types…
Hubspot Setup
Set up HubSpot for B2B SaaS GTM — CRM configuration, deal pipelines, lifecycle stages, marketing automation, sequences, reporting dashboards, and enrichment integration. Use when configuring HubSpot…
Xlsx
Spreadsheet toolkit (.xlsx/.csv). Create/edit with formulas/formatting, analyze data, visualization, recalculate formulas, for spreadsheet processing and analysis.
Cv Classifier Gated Detection Postprocess
Uses a binary classifier's probability to gate object detector outputs in three tiers: keep detections, append a no-finding box, or replace all detections.
Syncfusion Maui Date Time Range Selector
Implements Syncfusion .NET MAUI DateTime Range Selector (SfDateTimeRangeSelector) for interactive date/time range selection with chart integration. Use when working with range selectors, date range…
Dbt And Analytics Engineering
Guides agents through analytics engineering workflows with dbt. Use when building or modifying staging models, marts, tests, snapshots, documentation, exposures, or semantic-layer-facing models.
Query Optimization
Make one slow query fast without guessing — capture the plan, find where the time actually goes, change one thing, and measure again on comparable data. Use when a query, endpoint or report is slow…
Stock Analytics
提供股市行情分析、个股研究、市场解读等投资辅助服务。当用户询问股市相关信息、个股分析、市场动态时调用此技能。
Xlsx
Spreadsheet workflow for `.xlsx`, `.xlsm`, `.csv`, and `.tsv` files. Use when Codex needs to create, inspect, repair, clean, reformat, or extend a spreadsheet; preserve workbook structure while…
Wp Hardening Best Practices
Use when configuring or hardening a WordPress site, editing wp-config.php, writing .htaccess or nginx rules, setting file permissions, or advising on deployment security. Covers security keys,…
Threejs Animation
This skill should be used when the user asks to "build a 3D hero section or WebGL background", "animate a Three.js scene", "play or crossfade GLTF animation clips", "move/lerp the camera or link it to…
Who Really Owns It
Research companies, directors, shareholders and ultimate beneficial ownership in official corporate registries, filings and offshore datasets — OpenCorporates, UK Companies House and the PSC register,…
Dryui Build
Experimental DryUI CSS-gated fixture skill for image-to-app layout tests. Use when testing stage 1 page classification, stage 2 runtime-safe DryUI implementation, and stage 3 build/visual repair.
Trading Analysis Dashboard Template
Professional trading analysis dashboard template (single-file HTML) with light/dark theme switch, dense market panels, chart interactions, demo/live playback, and command palette behavior. Use when…
Nmrglue
Processes calibrated one-dimensional complex NMR free-induction decays with nmrglue into phased spectra, peak candidates, and signed integration regions. Use for raw 1D NMR processing, ppm-axis…
Confluence
Confluence wiki expert for page structure, spaces, macros, and content organization
Scientific Visualization
Publication-ready scientific figure design with matplotlib and seaborn. Use when creating journal submission figures with proper formatting, accessibility, and statistical annotations.
Evaluating Cosmos Policy
Evaluates NVIDIA Cosmos Policy on LIBERO and RoboCasa simulation environments. Use when setting up cosmos-policy for robot manipulation evaluation, running headless GPU evaluations with EGL rendering,…
Geo Fundamentals
Generative Engine Optimization for AI search engines (ChatGPT, Claude, Perplexity).
Arrange
Improve layout, spacing, and visual rhythm. Fixes monotonous grids, inconsistent spacing, and weak visual hierarchy. Use when the user mentions layout feeling off, spacing issues, visual hierarchy,…
Excel Conditional Comparison And Large File Processing
对比Excel多表中的特定系数并对异常值进行颜色标记。
User Persona Creation
Create detailed user personas based on research and data. Develop realistic representations of target users to guide product decisions and ensure user-centered design.
Performance Monitor
Use when the user asks to "generate an SEO report", "出月报", "set SEO alerts", or "排名掉了提醒我"; two modes — report builds multi-metric traffic/ranking/authority/content dashboards, and alert configures…
Pp Bmw Cardata
Your BMW's telemetry, on the command line — device-code login, live telematic snapshots, charging history Trigger phrases: `check my BMW state of charge`, `BMW charging history`, `list my BMW…
Svm Model Importance Analysis
Use when you need a standardized R CLI workflow to run two-class SVM-RFE feature ranking on an expression-like matrix, choose an informative feature count from cross-validated error, and generate…
Om Trim Unused Modules
Analyze and disable unused built-in modules in a standalone app without breaking dependencies, navigation, backend landing, bootstrap, or generation. Use for "trim classic mode", "remove unused…
Vellum Client Capabilities
Truthful answers about what the Vellum client apps can and cannot do on the user's device. Device location and GPS are unavailable in every client and there is no location permission prompt to…
Model Savings
Estimate the dollars saved by routing eligible Claude Code work to a cheaper model family, using the Agent Monitor pricing engine. Re-prices each model's token mix at the target family's rates and…
Minimal Web Baas Demo
Fast path for a minimal CloudBase Web + database demo (最小前后端 / 最小可用 fullstack / Lovable-like BaaS). Defaults to @cloudbase/js-sdk client CRUD (NoSQL app.database / PG app.rdb), MCP-only schema,…
Tikhub Skill
Scrape TikTok, Douyin, Instagram, YouTube, Twitter/X, Xiaohongshu, Bilibili, Kuaishou, Weibo, Reddit, Threads, LinkedIn and more through the TikHub pay-per-request API - discover endpoints, call them…
Alphafold Database
Access AlphaFold 200M+ AI-predicted protein structures. Retrieve structures by UniProt ID, download PDB/mmCIF files, analyze confidence metrics (pLDDT, PAE), for drug discovery and structural biology.
Board Deck Builder
Assembles board and investor update decks by pulling perspectives from all C-suite roles. Use when preparing board meetings, investor updates, quarterly business reviews, or fundraising narratives.
Finance District Mcp
Multichain non-custodial agent wallet via Finance District - check balances, prices, and best DeFi yields, move funds, swap, and make x402 paid API calls across EVM, Solana, Bitcoin, and Sui. Keys…
Handdrawn Article Illustrator
为微信公众号文章、长文、博客或 Newsletter 生成一组统一视觉系统的手绘风格配图(公众号首图、正文横图、方形卡片)。先理解文章结构与段落核心观点,再为每张图写 Image Brief 和英文视觉 prompt,最终由内置图片生成能力出图;同一篇文章只用一种重点色,配色通过主题包(themes/)配置,可切换或自定义。适用于“手绘配图”“文章配图”“公众号配图”“给文章配图”等需求。
Plan Create Prd
Interactive, problem-first PRD generator — interviews the user to surface the thesis (the problem, and WHY build it) and a falsifiable hypothesis, then writes a focused PRODUCT-level PRD (problem ·…
Bio Atac Seq Atac Qc
ATAC-seq library quality control -- TSS enrichment, FRiP, fragment-size periodicity, library complexity (NRF/PBC1/PBC2), mitochondrial fraction, and ENCODE 4 thresholds. Use when assessing whether an…
Nw Database Technology Selection
Database comparison catalogs, RDBMS vs NoSQL selection criteria, CAP/ACID/BASE theory, OLTP vs OLAP, and technology-specific characteristics
Drugbank Database
Access and analyze comprehensive drug information from the DrugBank database including drug properties, interactions, targets, pathways, chemical structures, and pharmacology data. This skill should…
Coco
Use when the user invokes /coco or /coco!, says catch me up, or asks what needs attention, a project status, their todos, decisions or people. Renders the PM dashboard and routes each subcommand to…
Mirai
Help users write correct R code for async, parallel, and distributed computing using mirai. Use when users need to run R code asynchronously or in parallel, write mirai code with correct dependency…
Data Analysis
Analyze spreadsheet data, generate insights, create visualizations, and build reports from Excel/CSV data.
App Store Optimization
Complete App Store Optimization (ASO) toolkit for researching, optimizing, and tracking mobile app performance on Apple App Store and Google Play Store
Testdriver:Hosted
The fastest way to get started with TestDriver. Just set your API key and start testing.
057 Design Feature Toggles
Use when designing, implementing, reviewing, testing, or cleaning up feature toggles, feature flags, kill switches, runtime configuration gates, canary controls, staged rollouts, experiments, or…
Data Architecture
数据架构专家 Owner — 当任务涉及数据模型、Schema、迁移、索引、查询、生命周期、数据质量、派生指标、分析消费者、跨环境数据或持久化状态时使用;要求把数据结构、演进和消费链设计清楚。
Php Ssrf Audit
PHP Web 源码 SSRF 审计工具。识别用户可控 URL/地址进入网络请求 Sink,追踪内网/协议/端口限制与回显,输出可利用性分级、PoC 与修复建议(禁止省略)。
Convex Schema Validator
Defining and validating database schemas with proper typing, index configuration, optional fields, unions, and migration strategies for schema changes

