Inject stored user context into every system prompt automatically

[nandanadileep]

Problem

Stored user context (job, location, preferences) exists in DynamoDB but is not automatically used to personalize responses. Every query is treated generically.

Proposed Solution

• On every AskClaudeIntent request, read the user's stored context from DynamoDB
• Build a personalized system prompt that includes the user's facts: "The user is a software engineer in New York who prefers concise, technical answers"
• This requires no user action — responses become more relevant automatically

Acceptance Criteria

• System prompt is dynamically built from stored user facts on every request
• Responses are noticeably more personalized when context is present
• Adding/updating context takes effect on the very next query