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tools data analysis AI Skills

Discover tools data analysis skills, compare source repositories and read the instructions for each workflow.

Categories: tools data analysis

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GitHub

construction-data-migration

CBoser

Specialized skill for migrating Excel-based construction project management data to web platform. Use when the user needs to transform, validate, or migrate data from Excel systems including Plan Start Sheets (...

GitHub

html-dashboard-export

CBoser

Create professional Excel dashboards and export data to styled HTML reports. Use when users need to create interactive dashboards in Excel, export Excel data to HTML with modern CSS styling, generate reports wi...

GitHub

customer-brief

christopheryeo

Generate a concise, executive-ready digest of internal touchpoints and external intelligence for a named customer.

GitHub

context-constellation

Kingly-Agency

Map non-linear connections across files, thoughts, and projects. Reveal hidden patterns in seemingly unrelated work. Use when feeling scattered, when working across multiple domains, or when sensing connections...

GitHub

jupyter

Ming-Kai-LC

Specialized assistant for working with Jupyter notebooks (.ipynb files). Use for analyzing, editing, debugging, or executing code in notebooks. Helps with data analysis, machine learning, deep learning, data vi...

GitHub

tar-umt-fyp-rds

Ming-Kai-LC

Comprehensive guide for TAR UMT Data Science (RDS) students completing their Final Year Project. Use when RDS students need help with (1) understanding FYP processes and requirements, (2) structuring FYP report...

GitHub

fyp-statistical-validator

Ming-Kai-LC

Automate statistical validation, hypothesis testing, and confidence interval calculations required by TAR UMT thesis standards and top ML research conferences. Use when you need to (1) calculate 95% confidence...

GitHub

analytics-helper

markus41

Assists with building reports, dashboards, and data visualizations using Recharts and D3.js for the NABIP AMS. Use when creating member growth charts, revenue analytics, event performance metrics, email engagem...

GitHub

rspress-components

savvy-web

Use RSPress built-in components and MDX features in documentation. Use when adding interactive elements like tabs, badges, steps, callouts, or code groups to documentation pages.

GitHub

data-viz-insight

DanSnow

Interactive data exploration and visualization skill. Use when users ask to visualize data, analyze datasets, create charts, or explore data files (CSV, Excel, Parquet, JSON). This skill guides through data exp...

GitHub

visualization

T-Klug

Knowledge about pyecharts chart creation, HTML report generation, and visualization best practices

GitHub

scvitools

Ketomihine

Comprehensive skill for scvi-tools - Deep probabilistic models for single-cell omics analysis. Use for scVI, scANVI, totalVI, MultiVI models, single-cell RNA-seq integration, batch correction, differential expr...

GitHub

mudata-complete

Ketomihine

MuData 多模态数据分析工具包 - 100%覆盖文档(API+教程+IO指南+核心功能)

GitHub

spatialdata

Ketomihine

SpatialData framework for handling spatial multi-modal and multi-scale data. Use this skill for questions about spatial omics data analysis, visualization, and the SpatialData Python ecosystem.

GitHub

xlsx

Zazzles2908

Comprehensive spreadsheet creation, editing, and analysis with support for formulas, formatting, data analysis, and visualization. When MiniMax-M2 needs to work with spreadsheets (.xlsx, .xlsm, .csv, .tsv, etc)...

GitHub

log-analytics

My3VM

Generate and execute Python code to analyze large log datasets, detect patterns, and extract actionable insights

GitHub

xlsx

Holo00

Comprehensive spreadsheet work including creation, editing, and analysis of Excel files (.xlsx, .xlsm, .csv, .tsv). When Claude needs to work with spreadsheets for data analysis, financial modeling, or any Exce...

GitHub

experiment-report-writer

thc1006

Write structured experiment sections (methods + results + discussion) for NQS + SQD projects in this repository, based on contents of results/ and figures/.

GitHub

database

hokita

Database schemas, table specifications, and migration information. Use when working with database structure or queries.

GitHub

format-validation

Kikolo3000

Comprehensive validation of FTD analysis output files. Checks JSONL format, field completeness, score validity, and structural requirements for TALD scale evaluations.

GitHub

ff-statistical-methods

zazu-22

Expert guidance on statistical analysis methodologies and Monte Carlo simulation for fantasy football. Use this skill when selecting regression approaches, designing simulations, performing variance analysis, o...

GitHub

notebook-creator

zazu-22

Create Jupyter notebooks for FF Analytics following project conventions. Use this skill when the user requests analysis notebooks for player evaluation, roster health, trade scenarios, market trends, or project...

The default order uses GitHub repository stars from our indexed data. Stars belong to the source repository and may be shared by multiple skills. They indicate repository interest, not skill installs or an independent quality score.

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