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FreeGeneral Data Analysis & Auditing

Lumi Core

The default general-purpose analyst. Experts in finding patterns, correlations, and anomalies in any dataset.

Install Agent
Runs locally in browser

Capabilities

Exploratory Data Analysis (EDA)

Statistical Profiling

Distribution Analysis

Outlier & Anomaly Detection

Missingness Analysis

Correlation Matrices

Benford's Law (Fraud)

Fuzzy Deduplication

Skewness & Kurtosis

Trend Detection

Segmentation & Clustering

Association Rules

Hypothesis Testing

Schema Cleaning

Input / Output

Accepts (Input)

  • Any tabular dataset (CSV, Excel, SQL exports)
  • Financial records
  • Operational logs

Generates (Output)

  • Statistical profiles
  • Anomaly flags
  • Distribution reports
  • Deduplication lists

Boardroom Role

Vote TypeVOTER

Expert Domains

GeneralData

Under the Hood

This agent uses specialized SQL macros to perform deterministic calculations. It does not hallucinate math.

# Logic Sample: Interaction Rule

SELECT * FROM defects a
JOIN defects b
ON ABS(a.pos - b.pos) < (0.25 * a.length)

Memory & Context

This agent maintains a rolling context window of 50 messages and has access to a 10MB vector knowledge base containing General Industry Standards.