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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

business-metrics-calculator

nimrodfisher

Standard business metric calculation with industry benchmarks. Use when calculating SaaS metrics (MRR, churn, LTV, CAC), e-commerce KPIs, or product analytics metrics with proper definitions.

GitHub

context-packager

nimrodfisher

Efficiently package context for AI-assisted analysis. Use when preparing to work with Claude on analysis, organizing context documents, or structuring prompts for complex analytical tasks.

GitHub

semantic-model-builder

nimrodfisher

Create comprehensive semantic layer documentation for analytics assets. Use when documenting data models, defining business metrics, creating data dictionaries, or building context for AI-assisted analysis.

GitHub

dashboard-specification

nimrodfisher

Design specifications for effective dashboards. Use when planning new dashboards, improving existing ones, or documenting dashboard requirements before development.

GitHub

metabase

robBowes

Query and analyze data from Metabase, create/update questions and dashboards, access the Metabase REST API, and troubleshoot Metabase SQL queries. Use when user mentions Metabase, dashboards, metrics, or asks t...

GitHub

project-estimator

ernesto27

Skill para estimar proyectos de software y generar documentos Word profesionales. Genera estimaciones con tiempo en meses, equipo propuesto (rol y porcentaje de dedicación), consideraciones técnicas, y warnings...

GitHub

processing-flow-doc

sunbluesome

Use immediately when user mentions: "処理フロー", "processing flow", "フロー図", "flow diagram", "Mermaid", "アーキテクチャ", "architecture", "理解負債", "understanding debt", "なぜ", "why", "数式", "理論", "可...

GitHub

spreadsheet

7th-ave-labs

Read, create, edit, and review spreadsheets; manage formulas, formatting, and comments. Use when users mention Excel, xlsx, spreadsheets, or spreadsheet automation.

GitHub

running-eda-process

nimrodfisher

Runs Exploratory Data Analysis (EDA) following the mandatory validation workflow. Use when performing data analysis, exploring datasets, validating data quality, or when the user mentions EDA, data exploration,...

GitHub

weaver

stephenwinters81

Map-Reduce system for comprehensive reports and literature reviews. Breaks topic into chapters, researches each in parallel, then weaves into unified document. Use for deep research, reports, and synthesis.

GitHub

plotly-graph

Alpakinator

Edit or create interactive Plotly.js graph components in Svelte 5. Use when asked to create a graph, add a visualization, build a chart, make a plot, visualize data, add slider controls to a graph, or create a...

GitHub

claude-stats

bigdra50

Claude Code使用統計を集計。Usage: /claude-stats [period] [type] period: today|week|month|all | type: summary|full|tools|skills|tokens|hourly|models|web|projects

GitHub

csv-data-summary

JetSquirrel

Analyzes CSV files, generates comprehensive summary statistics, identifies data patterns, and creates visualizations using Python and pandas. Automatically adapts analysis based on data type (sales, customer, f...

GitHub

excel-sheet-reference

JetSquirrel

Create Excel files with multiple sheets and cross-sheet formulas including COUNTIFS, VLOOKUP, and MATCH. Keep source data in one sheet and create summary sheets with formulas referencing the source data.

GitHub

probitas-info

probitas-test

Information about Probitas framework. Use when asked "what is Probitas", explaining its purpose, features, or comparing with other test frameworks.

GitHub

data-pipeline

p988744

This skill should be used when the user asks to "configure data source", "data from database", "fetch data from API", "scrape web data", "generate training data with LLM", "regenerate data", "data pipeline", "w...

GitHub

jupyter-notebook-analysis

Delphine-L

Patterns for analyzing, improving, and documenting Jupyter notebooks for scientific data analysis. Includes data filtering, visualization optimization, and resource analysis techniques.

GitHub

calculator

yoshiwatanabe

CRITICAL for ALL mathematical and numerical operations including arithmetic, percentages, averages, and DATE/CALENDAR calculations (day of week, date differences, time calculations). MANDATORY when user asks to...

GitHub

analyzing-backtests

PoorRican

Analyzes algorithmic trading backtest results from Jupyter notebooks and generates summary reports. Use when the user wants to analyze or summarize backtest notebooks.

GitHub

artifact-aggregator

djimontyp

Create tiered reports (micro/standard/comprehensive) based on task complexity. Tier 1 (200-500 words) for Level 1 tasks, Tier 2 (500-1500 words) for Level 2, Tier 3 (1500-5000 words) for Level 3 epics. Synthesi...

GitHub

risk-assessment

brainupgrade-in

Evaluates investment risks, performs Monte Carlo simulations, and generates risk reports. Use when analyzing portfolio risk, stress testing, or regulatory compliance.

GitHub

financial-analysis

brainupgrade-in

Analyzes financial statements, calculates key metrics, and generates investment reports. Use when reviewing earnings, building DCF models, or comparing company financials.

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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