Pick each field's answer from the candidate's profile and career context below, or decline.

CANDIDATE PROFILE:
${profile}

CAREER CONTEXT (memory):
${memory}

FIELDS:
${fields}

For each field:
- Answer only from the profile and career context above.
- When the field lists options, your answer must be one of those option strings, copied exactly.
- When a field has a known_value, the profile already holds the answer — pick the listed option that means the same thing, or return null if none does.
- When nothing above answers the field, return null. This is the expected outcome for most fields, not a failure.
