Source live jobs (LinkedIn + Greenhouse, Lever, Ashby, Workday, SmartRecruiters, Hacker News, RemoteOK, Remotive), dedup them, and return them as text with full descriptions. Uses the saved profile's roles/location by default; pass query/location/filters to override. This returns UNSCORED jobs and does NOT show a card UI — immediately score all of them with evaluate_jobs (a 0-100 fit score + reason each), then show_board once, to present the single ranked board. Do not just list them back.

Score one or more sourced jobs for THIS candidate (holistic). YOU assign each job a 0-100 fit score directly, using the candidate summary (shown in find_jobs / whats_promising) and the job description. Weigh the must-have requirements, the candidate's actual skills and years of experience (a role demanding far more seniority/years than the candidate has should score LOWER), domain fit, and standout strengths. Calibrate and use the FULL range — do not bunch everything at 80+: 80-100 = strong fit and realistic; 60-79 = good with real gaps; 40-59 = partial/stretch (e.g. wrong level); below 40 = poor or wrong field. Pass { job_id, score, reason } per job. Use the EXACT bracketed ids; do not invent them. Score every job in one call. Returns text; call show_board afterward to display the ranked board.

Triage a job by id: 'saved' (interested/tracking), 'applied' (also stamps the date), 'dismissed' (skip), or 'discovered' (undo back to the board). Moves it between the scanned/saved/dismissed lists and persists. Optionally attach notes. Called by the review UI; also usable directly.

Triage MANY board jobs at once by score and/or source — e.g. dismiss every scored job under 60. Applies status to all scanned (board) jobs matching the filters; the server selects them, so you do NOT need the individual job ids. below_score/above_score match SCORED jobs only (use clear_jobs for un-evaluated ones). Provide at least one filter. Returns text; call show_board afterward to display.

List the current job board as text: every scored job (with its id) and any UNSCORED jobs with their ids + descriptions so you can evaluate them. To score the unscored ones, call evaluate_jobs with the EXACT bracketed ids shown. Use this to review jobs already found (find_jobs only returns brand-new ones). To re-score jobs that ALREADY have a score, use rescore_board instead. To DISPLAY the board widget to the user, call show_board (this returns text for you to act on).

Re-score the WHOLE board from scratch — every job, INCLUDING ones that already have a score. Use this when the user asks to 'rescore'/'re-evaluate' the board or after the scoring approach changed. Returns all board jobs with their ids + descriptions; call evaluate_jobs with a FRESH { job_id, score, reason } for EACH (do not skip already-scored ones), then call show_board. Set include_saved=true to also re-score the saved/applied tracker.

Extract the candidate's profile from their resume text (which the user pastes in chat) and save it. Pull: full name; core technical skills; suggested target roles; preferred/search location; total years of professional experience (integer); and pass the resume text as rawText. The profile is used by find_jobs (target roles + location) and by scoring (years of experience drives the experience penalty), so set yearsOfExperience accurately. Merges with any existing profile.

List the tracker as text: jobs marked saved (interested) or applied, with their status, score, and notes. Use this to see what you're tracking or have applied to. To DISPLAY the tracker widget, call show_board with view='saved'.

Clear jobs from the review board. which='unscored' (default) removes only the not-yet-evaluated leftovers; which='all' clears the whole board. Saved/applied jobs (the tracker) and dismissed jobs are NOT affected — dismissed jobs still won't be re-sourced. Returns text; call show_board to display.

Display the job board (or the saved/applied tracker) as an interactive widget. Call this ONCE, at the end of a request, after doing the work (find_jobs/evaluate_jobs/bulk_status/clear_jobs/whats_promising are text-only and do NOT render). view='board' (default) shows the ranked board; view='saved' shows the tracker.