Parse a job posting from a URL, raw HTML, or pasted text. Returns id + parsed fields.

Parse a CV from a PDF or markdown file path. First CV becomes active automatically.

List all CVs with their is_active flag.

Switch which CV other tools default to.

Match a CV against a job posting. Returns score (0-100), strengths, gaps, summary.

Create a new interview prep session and return its id + metadata.

Return all active interview prep sessions.

Persist a research note for a prep session. Markdown content is fine.

Return all research notes for an interview, grouped by kind.

Generate count interview questions using job + cv + research as context.

Return previously generated questions for an interview.

Submit an answer; returns evaluation (score + strengths + gaps + suggestion).

Return all practice sessions for an interview.

Summarize recurring gaps across practice sessions; recommends focus topics.

List available models. Provider 'all' merges Gemini + OpenRouter (top 20).

Set the active model (persists to config). Requires the matching API key.

Return the currently active model (provider + id) or None.