List all resumes as lightweight identity records — id, name, email, phone only. Use this to orient and pick a resume_id before fetching details with other tools. Much more token-efficient than list_resumes when you only need to identify who is present.

Get a resume's top-level fields (contact info, professional statement, education) without the nested work experience and badge skill lists.

List all documents. When doc_type is 'resume' (or omitted), structured resume data is returned if available; otherwise flat file metadata is returned.

Return the full extracted text of a document.

Search across all documents for a keyword or phrase.

Search badge skills by title keyword.

Search work experiences by company name, position title, or achievement descriptions.

Each result includes a resume_id field identifying which resume the experience belongs to.

Search achievement descriptions directly, returning only matching bullets with minimal parent context. More token-efficient than search_work_experiences when you only need matching achievements.

Each result includes: id, desc, company_name, position_title, work_experience_id, resume_id.

Find resumes by person name (first or last name). Returns minimal identity fields only — use the returned id with other tools to fetch full details.

Each result includes: id, first_name, last_name, email, phone_num.

Find which resumes list a given badge skill. Returns resume identity and matched skill names only — more token-efficient than list_resumes when filtering by skill.

Each result includes: id, first_name, last_name, matched_skills.

List work experiences, optionally filtered to a specific resume and/or only current roles.

Get a single work experience entry with its achievements.

List all achievements (phrase skills), optionally filtered to a specific resume.

Get a single achievement (phrase skill) by ID.

List all badge skills (technologies, tools, languages), optionally filtered to a resume.

Get a single badge skill by ID.