interview

Generate a pre-screening assessment for a candidate from their resume and the job description. Produces a structured strengths/gaps analysis and two targeted interview questions. Use before any interview to prepare. Saves to questions/<CandidateName>_assessment.md.

Build a structured interview question guide for a candidate, grounded in their pre-screening assessment. Includes the interviewer's spoken introduction, core questions with follow-ups and listen-fors, and closing notes. Use after assess-candidate and before the interview. Saves to questions/<CandidateName>_questions.md.

Initialize the interview workspace folder structure in the current directory. Creates candidates/, questions/, evaluations/, interviews/, and job-description/ if they do not already exist, and scaffolds a dnuckolls_intro.md template if one is not present.

Evaluate a job candidate using their resume, pre-screening assessment, interview transcript, and summary. Produces a scored markdown evaluation and PDF in the evaluations/ folder. Use this whenever you need to assess candidate fit after an interview, generate an evaluation report, or score a candidate against a job description.

Run an interview workflow step for a candidate. Steps: create (init workspace), assess (pre-screening assessment from resume), questions (build interview guide), evaluate (post-interview scored evaluation). Usage - /interview <step> [CandidateName]. Route to the matching /interview:<step> command.