Data Semantic Service

What it does

Provides an API-driven data semantic service that analyzes form/view definitions to extract field-level semantics, identify business objects, and produce structured reports. Use it to query a single view, trigger understanding jobs for a view or datasource, run batch understanding across many views, and perform bulk object matching for downstream automation.

When to use it

• When you need to discover or document field semantics for forms or logical views.
• When onboarding a new datasource and you want automated mapping of technical fields to business concepts.
• When you need to run bulk analyses (batch) across up to hundreds of views for reporting or migration.

What's included

• Scripts: Python batch helpers for large-scale runs (scripts/data_semantic_batch.py).
• References: detailed operation table, state machine, and output report formats in the SKILL body and references.
• Instructions: examples for list, query, understand, batch, and match operations, plus guidance on token usage and encoding caveats.

Compatible agents

Likely useful to agents that can call REST APIs and run Python helpers (generic HTTP-capable agents, automation runners).