G-pre1: 144k objects clustered into 7,466 groups via Mini-Batch K-Means
on bge-m3 embeddings. Two-stage: k=5000 base + sub-cluster groups >50.
G-pre2: 5,114 Master Controls from lifecycle phase chains
(define→implement→test→monitor), linking 172,504 atomic controls.
G-pre3: REST API for Master Controls
GET /v1/master-controls (list, search, filter)
GET /v1/master-controls/stats
GET /v1/master-controls/{mc_id} (detail with phase-controls)
Co-Authored-By: Claude Opus 4.6 (1M context) <noreply@anthropic.com>
Migrates ACTION_TYPES (26+8 types), _NEGATIVE_PATTERNS (22), _ACTION_SYNONYMS
(65), and _OBJECT_SYNONYMS (75) from hardcoded dicts to DB tables.
- SQL migration: 003_action_object_ontology.sql (3 tables)
- Migration scripts: f2_migrate_actions.py (34 types, 145 synonyms), f3_migrate_objects.py (75 objects)
- OntologyRegistry cache: 5min TTL, raises RuntimeError if empty (safe fallback to dicts)
- control_ontology.classify_action/get_phase delegate to DB with dict fallback
- control_dedup.normalize_action/normalize_object delegate to DB with dict fallback
- 25 new tests, 446 total pass, 0 regressions
Co-Authored-By: Claude Opus 4.6 (1M context) <noreply@anthropic.com>