Executing template

CSV cleanup & validation pipeline

Profile a raw CSV (rows, columns, numeric fields), convert it to JSON, and validate a record against your JSON Schema — one pass, one report.

developer 3 steps 3 live tools

The chain

  1. Profile the CSV — row/column counts and numeric fields → csv-profile
  2. Convert the CSV to JSON records → csv-json-convert
  3. Validate a record against the JSON Schema → json-schema-validate

Run it

Fill the inputs and press Run — every step executes live and the JSON chain (each step's tool, args and result) appears here.

Or call it as an agent

curl -s https://wingmanprotocol.com/agents/templates/data-cleanup-pipeline/run \
  -H 'Content-Type: application/json' \
  -d '{"csv": "id,amount,active\n1,49.0,true\n2,12.5,false", "direction": "csv_to_json", "schema": {"type": "object", "required": ["id", "amount"], "properties": {"id": {"type": "integer"}, "amount": {"type": "number"}}}, "instance": {"id": 1, "amount": 49.0, "active": true}}'