agentskit.js
Skills

dataAnalyst

Analyzes tabular data — loads, inspects, profiles, and explains findings in plain English.

import { dataAnalyst } from '@agentskit/skills'
import { s3, documentParsers } from '@agentskit/tools'

const runtime = createRuntime({
  adapter,
  skills: [dataAnalyst],
  tools: [
    ...s3({ client, bucket: 'datasets' }),
    ...documentParsers({ parseXlsx }),
  ],
})

When to reach for it

  • "Look at this CSV and tell me what's interesting."
  • Column-profile + anomaly hunting.
  • Lightweight EDA before handing off to a BI tool.

Behavior

  • Loads file → reads schema + head/tail.
  • Reports shape, dtypes, null %, basic stats.
  • Highlights outliers + correlations worth investigating.
  • Never fabricates a column that isn't there.
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sqlGen

Natural language → SQL with dialect awareness + safety rails.

translator

High-quality translation between natural languages. Preserves formatting, tone, terminology.

On this page

When to reach for itBehaviorRelated