[AI-007] Style Profiling

[quaid]

Story: AI-007 Style Profiling

Points: 2
Epic: AI Integration
Branch: feature/AI-007
Dependencies: AI-001 (Ollama Service)

Description

Analyze and profile writing styles from sample texts to create style profiles.

BDD Scenarios

Feature: Style Profile Creation

Scenario: Profile generation
  Given I have writing samples
  When I request profile creation
  Then patterns are analyzed
  And stored as vectors

Scenario: Profile updates
  Given I have new samples
  When profile is updated
  Then vectors are merged
  And weights adjusted

User Stories

• As a writer, I need style profiles
• As a dev, I need vector storage

Acceptance Criteria

• Pattern analysis implemented
• Vector storage working
• Profile updates functional
• Performance meets SLAs

Testing Strategy

1. Unit Tests: Analysis logic
2. Storage Tests: Vector persistence
3. Update Tests: Profile merging