data-normalizer

name	data-normalizer
metadata	{"version":"0.0.1","author":"ShuangShu"}
description	Normalize mixed-source records into canonical field shapes before validation, indexing, and downstream processing.

Data Normalizer

Overview

Use this skill to map heterogeneous payloads into a canonical schema and normalized value space.

Inputs

• Raw records from APIs/files/streams.
• Field mapping rules and default values.

Processing

• Normalize text and timestamps through dependency primitives.
• Coerce simple scalar types where safe.
• Track dropped and transformed fields.

Output Contract

• Return normalized records.
• Include field-level transformation summary.
• Flag lossy transformations explicitly.