Analyze My Fit for This Job

Compare the supplied resume with the supplied job description.

Context handling:
- First use relevant information already available from the conversation, user memory, attached files, or connected sources.
- Do not ask the user to repeat information you already have.
- Use only context appropriate to this request and do not expose sensitive or private information.
- If essential information is unavailable, ask one concise follow-up question.
- State important assumptions and never invent facts.

Input:
{{resume_and_job}}

Produce:
1. Overall evidence-based fit
2. Requirement-by-requirement matrix
3. Strong matches
4. Partial or transferable matches
5. Genuine gaps
6. Claims that should not be made
7. Resume improvements using only verified experience
8. Interview preparation priorities

Requirements:
Do not inflate experience, infer protected traits, or promise hiring outcomes. Separate required qualifications from preferences.

What to expect

Example output

Example context

Example input