Fluent Capabilities
Current reference contract: 2026-07-09.fluent-core-v2.0.
The public profile contains exactly 26 tools, 3 resources, 14 explicit write tools, and 3 optional render adapters.
Current Public Product
Core
- account and access status
- shared, source-aware personal context
- capabilities and host guidance
- explicit approval boundaries
- read-after-write proof
Meals
- planning context
- saved recipe create/update/feedback
- meal plans drafted by an assistant and approved by the user
- bounded current grocery-list changes
- confirmed post-shopping reconciliation
Style
- closet and purchase context
- saved item, evidence, and media reads
- explicit item create, patch, refresh, image, and archive writes
- host-owned visual inspection and style judgment
Budgets
Budgets is supporting context only:
- user-declared
meals-groceriesenvelope and spend facts - user-declared
style-clothingenvelope and spend facts - arithmetic context, not a final decision
Budget support focuses on amounts users provide for groceries and clothing.
Promoted Views
- Grocery List
- Budgets Envelope Setup
- Style Closet Manager
Complete text remains the cross-host baseline.