sounio-ontology

name	sounio-ontology
description	Work on Sounio scientific ontology integration (term resolution, embeddings, semantic typing, federated ontologies); use when editing `compiler/src/ontology/` or ontology-related diagnostics/types.

Sounio Ontology

Overview

Maintain the ontology-backed semantic type layer and its tooling without forcing heavy, data-dependent workflows into the fast dev loop.

Workflow

1) Identify which ontology surface you’re touching

• Semantic typing and term resolution: compiler/src/ontology/resolver.rs, compiler/src/ontology/mod.rs
• Storage/caching/loading: compiler/src/ontology/cache.rs, compiler/src/ontology/loader/
• Embeddings and similarity: compiler/src/ontology/embedding/
• Federated ontology support: compiler/src/ontology/federated.rs

2) Keep tests small

• Prefer unit tests using tiny fixtures/mocks.
• Gate large integration tests behind a feature flag and document runtime expectations.

References

• Ontology map: references/ontology-navigation.md
• Claude command reference: .claude/commands/sounio-ontology.md