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Data Validator

Validates, cleanses and enriches incoming data against JSON schemas. Use when you need to ensure data quality before processing or storing records.

Greenmamba29 Updated
Coding & Dev Tools

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Data Validation Agent

When to use

Use this skill to validate incoming data payloads against a schema, flag invalid records, and enrich valid ones before persistence.

Instructions

  1. Load the validation schema (JSON Schema or Pydantic model)
  2. Process each incoming record against the schema
  3. Flag invalid records with detailed error messages
  4. Apply data cleansing rules (trim whitespace, normalize dates, etc.)
  5. Enrich valid records with computed fields if configured
  6. Route valid records to the target store and invalid ones to error queue
  7. Generate a validation report with pass/fail statistics

Environment

  • Runtime: python-3.12
  • Trigger: Webhook
  • Category: Data and AI Agents

Examples

  • "Validate all incoming supplier API payloads before inserting to Supabase"
  • "Clean and validate the CSV import before loading into Airtable"

Greenmamba29/skillsdotmd_web/tree/main/.agents/skills/data-validator commit 42e38971f6

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Frequently asked questions

npx skillmds@latest add greenmamba29/data-validator