Tag: data-analysis
Deep Automated CSV and Excel Data Analysis Tool
This tool provides deep, automated data exploration for CSV, Excel, and TSV files, generating comprehensive, interactive web reports. It extracts statistical features, identifies anomalies, and provides actionable business insights across d…
Comprehensive data analysis and statistical reporting
This skill guides the full data lifecycle, enabling users to profile, clean, and validate datasets before performing advanced statistical analysis. It supports exploratory data analysis, trend identification, and rigorous hypothesis testing…
Automated Experiment Comparison and Reporting
This skill compares baseline and new implementation results by analysing metrics to determine a performance verdict. It generates machine-readable reports and updates experiment logs and comparison registries.
Statistical Data Analysis and Insight Generation
This skill loads and inspects datasets to compute comprehensive statistics, identifying patterns, anomalies, and summarizing key findings. It ensures data integrity by validating types and explicitly handling missing values.
Deep Automated CSV and Excel Data Analysis
This skill automates deep data exploration across CSV, Excel, and TSV formats, generating comprehensive, interactive web reports. It extracts statistical features, identifies anomalies, and provides actionable business insights using struct…
Wren Engine CLI Agent Workflow
An agentic workflow for performing end-to-end data analysis using the Wren Engine CLI. It enables agents to query databases via an MDL semantic layer and manage semantic memory for context retrieval and query storage.
Generate interactive dashboards from CSV or Excel
This utility generates self-contained, interactive HTML dashboards from CSV or Excel files. It automatically detects data types and generates comprehensive visualizations, including heatmaps, time series, and smart multi-column insights.
Generate interactive dashboards from CSV and Excel
This tool generates comprehensive, interactive HTML dashboards from tabular data (CSV/Excel). It automatically detects data relationships and generates various visualizations, including heatmaps, time series, and narrative insights, all in …
Specialized Korean web search via Naver MCP
This skill provides comprehensive search capabilities across the Korean web, accessing specialized Naver services for news, local listings, e-commerce, and academic content. It is ideal for tasks requiring deep integration with Naver's spec…
Automated Discovery of Novel Data Patterns
Disco systematically discovers novel, statistically validated patterns and feature interactions within large tabular datasets. It validates findings using FDR-corrected p-values and cross-references results against academic literature, retu…
ENCODE Single-Cell Genomics Data Analysis Guide
This skill guides the retrieval and analysis of single-cell genomics data (scRNA-seq and scATAC-seq) from ENCODE. It covers data structure, quality control metrics, and best practices for integrating single-cell profiles with bulk epigenomi…
automated simulation report generation skill
This skill generates structured, comprehensive reports from raw simulation post-processing results. It supports both single-case overviews and detailed comparative analyses, compiling visualizations, quantitative data, and physical observat…
Generate detailed financial expense reports
This skill generates comprehensive expense reports by gathering transaction data, categorising spending, and providing detailed insights. It analyses top vendors, tracks spending trends, and offers period-over-period comparisons for financi…
Visualize complex workflows and process patterns
This skill analyzes historical user activity data to identify recurring patterns and multi-step processes. It then renders a clean, minimal swimlane flowchart, outputting both SVG and JPEG formats for comprehensive visualization.
Comprehensive Immich Photo Library Health Audit
Performs a deep, read-only audit of an Immich photo library, analysing asset inventory, storage usage, metadata completeness, and temporal gaps. It generates a detailed report with actionable recommendations based on complex SQL queries and…
Weekly Marketing Operations Report Generator
Generates a comprehensive weekly marketing operations report by aggregating performance data from Google Ads, Meta Ads, and GA4. It analyses action impact, compares cross-platform efficiency, and provides data-driven recommendations for the…
Search Term Audit and Cleanup
Audits and cleans search terms across advertising platforms by cross-referencing Google Ads, Search Console, and GA4 data. It identifies negative keywords, assesses user intent, and recommends keyword adjustments based on predefined busines…
Statistical Data Analysis and Visualisation
Perform end-to-end data profiling, cleaning, and statistical analysis on CSV, Excel, or JSON datasets. This skill enables automated outlier detection, distribution analysis, and the execution of various statistical tests to uncover patterns…
Automated Experiment Comparison and Reporting
Automates the comparison of baseline and new implementation results by calculating performance metrics and generating structured JSON reports. It handles the systematic updating of experiment logs, summaries, and comparison datasets.
Spreadsheet creation and manipulation skill
An automated capability for creating, editing, and analysing spreadsheet files such as .xlsx, .csv, and .tsv. It utilises pandas for data manipulation and openpyxl for formula and formatting management, incorporating LibreOffice-based formu…