prep-interview

Workflow

1. Resolve {user_dir} and gate

Require CareerNavigator/profile.md, ExperienceLibrary.json, and tracker.json. If missing:

Run /career-navigator:launch first to initialize Career Navigator.

Story corpus gate:

• Preferred source: CareerNavigator/StoryCorpus.json.
• If missing, run or suggest mine-stories first.
• If user wants to continue immediately, proceed with ExperienceLibrary.json fallback and clearly label lower story-specific confidence.

2. Identify target

From user message or tracker:

• Prefer application_id if given; else match company + role against tracker.json applications[].
• If ambiguous, ask one short disambiguation question.

Collect if missing:

• interview_stage: recruiter | hiring_manager | technical | panel | executive | final (default: infer from wording; recruiter call / phone screen → recruiter).
• Optional: interviewer name/title, interview date, JD text or paste.

3. Optional STT / voice

If the mcp-voice MCP exposes speak / listen, use them per agents/interview-coach/AGENT.md. If the user is speaking or pastes a transcript from host STT, pass it as user_audio_transcript in the handoff to interview-coach.

4. Retrieve targeted stories

Before invoking interview-coach, run story-retrieval with:

• application_id or company + role
• interview_stage
• optional JD and interviewer context

Use the returned 8-12 selected stories as the primary interview evidence payload.

5. Invoke interview-coach

Read and follow agents/interview-coach/AGENT.md with:

• mode: prep
• interview_stage (required)
• application_id or company + role
• Optional: interviewer, JD, interview_date, user_audio_transcript
• selected_stories payload from story-retrieval

Use the exact agent name interview-coach.

6. Persist outputs

After the coach content is produced:

1. Directory: Ensure {user_dir}/CareerNavigator/interview-prep/ exists.
2. File: Save the full prep brief as markdown using the path convention from the agent (company-slug, stage, date = today in local context unless user specified interview date for filename suffix).
3. Tracker: Append to the matched applications[].notes an object:

{
  "date": "YYYY-MM-DD",
  "text": "[prep] Interview prep brief saved: CareerNavigator/interview-prep/{filename}.md (stage: {stage})."
}

Update tracker.json in place. If no application matched, skip tracker write but still save the file under interview-prep/ with a clear filename and tell the user to link it via /career-navigator:track-application if needed.

7. Close

Offer /career-navigator:mock-interview for a voice or text practice session. Do not claim features that are not shipped.