sentiment-analysis
Installation
SKILL.md
Sentiment Analysis with AI Functions
Apply this skill when building tables that turn free-form text into structured sentiment / topic / entity columns using Databricks' built-in AI functions. This skill assumes the SDP and governance basics are already applied -- it adds AI-function-specific rules on top.
For bronze / silver / gold CREATE statements, read pipeline-templates.md.
Skill Composition
| Skill | Required? | Why |
|---|---|---|
@table-governance |
Always | Comments, TBLPROPERTIES, column descriptions, UC tags |
@sdp-basics |
Always | Layer prefix, audit columns, constraints, formatting |
@pii-management |
When source text or joined columns contain personal data | Reviews can leak names/emails -- mask before exposing |
@sentiment-analysis |
This skill | AI-function selection, output schema, cost guardrails |