jobtrackingapp/docs/ai/prompts.md

Prompt and output rules

Prompts are assembled by feature services/controllers from the job, career profile, reviewed correspondence, and explicitly selected attachments. Inputs are bounded before leaving the API/sidecar. Structured tasks request typed JSON or constrained sections; callers validate and sanitize the result before storing or rendering it.

Prompts must preserve factual career data, avoid inventing credentials or experience, respect the selected locale, and keep user edits recoverable. Do not add automatic employer-facing sends to an AI feature without a separate review and delivery design.