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CQAR Guide

Recruiter How-To

Step-by-step playbooks for the four tasks recruiters run most often: build a role, invite candidates, review a report, and shortlist.

Step 01

Open the recruiter dashboard

Sign in at /signin with your work credentials. You land on the pipeline for your most recently used role.

  • Use the role dropdown (top-left of the board) to switch roles.
  • The candidate count and "1 offer / 0 hired" summary update with the selected role.
  • Use the search box in the header to jump to a specific candidate or role.
Pipeline dashboard with candidates spread across Applied, Interview, Offer, and Hired
Create New Job Role modal with three options: Start from Scratch, Use a Template, AI Assistant
Step 02

Playbook 1 — Build a role with AI

The fastest path from blank to ready: click Create New Role, pick AI Assistant.

  • Click Create New Role at the top of the pipeline.
  • Choose AI Assistant.
  • Answer five short questions in plain English.
  • Review the generated role in the wizard, adjust anything, and Save.
  • The role is created and appears in your role dropdown.
Step 03

What the AI Assistant asks

Five questions — clear answers produce the best draft.

  • Job title and department. Be specific — "Senior Backend Engineer, Platform team".
  • Key responsibilities. Bullet what the person will own day-to-day.
  • Qualifications you need. Stack, years, certifications, must-haves.
  • Team culture and work style. Collaborative? Autonomous? Fast-paced?
  • Traits that matter for success. Communication, ownership, attention to detail.
AI Role Definition Assistant chat with the first two answers in the history
Pipeline showing candidates progressing through stages
Step 04

Playbook 2 — Invite candidates

Every saved role has a shareable apply link. Send it directly or post it on a job board.

  • After Save, the dialog shows the apply link with a Copy button.
  • Candidates land on a branded apply page, upload a resume, and accept the informed-participation disclosure.
  • Their card appears in Applied and moves automatically as they complete screening or interview.
  • To re-share later: open the role's edit panel, the link is at the top.
Step 05

Playbook 3 — Review a candidate report

Click a card on the pipeline to open the report. Grade and key sub-scores sit at the top.

  • Grade card — composite A+/A/B/C/D/X with fit percentage.
  • Assessment Dimensions — Technical Fit, Soft Skills, Resume Match.
  • Soft Skill Traits — six categories from Professional Competencies through Cultural Fit.
  • Use the tabs (Overview, Transcript, Traits, Session Security) to drill in further.
Candidate report with grade C, Assessment Dimensions, and Soft Skill Traits
Compare Candidates modal table view with star markers on the best score per row
Step 06

Playbook 4 — Shortlist with compare

Pick two or more candidates, hit Compare, and decide with overlapping scores instead of memory.

  • Shift-click candidate cards to add them to the selection (the strip at the bottom shows who's in).
  • Click Compare.
  • Use the Table view to scan row-by-row — best scores are highlighted with a star.
  • Switch to Radar for an overlay chart across Match, Technical, Soft, Resume, and Trait Average.
Step 07

Radar view for a quick overlay read

Useful when one candidate is stronger across the board and another only on a single axis.

  • Each axis runs 0–100. The further out, the stronger.
  • The score-bar table below the chart restates each axis numerically with letter grades.
  • Click Full Report on a candidate in the table view to open their detailed report in a new tab.
Comparison radar chart overlaying two candidates across Match, Technical, Soft Skills, Resume, Traits
Step 08

Move candidates through the pipeline

Drag cards between columns to advance, reject, or stall. Each move is logged and visible to the team.

  • System columns (Screening, Interview) update automatically as candidates complete each stage.
  • HR columns (Assessment, Offer, Hired, Rejected, Stalled) move by drag.
  • Every stage transition is recorded in the audit trail for compliance.
  • Use bulk Re-invite from the selection strip to nudge candidates who haven't started yet.

That's the day-to-day

If you need the product narrative for a client demo, the How CQAR Works guide is built for that.

See How CQAR Works for the product story, or Onboarding to walk a new teammate through first setup. Questions? See the in-app FAQ or the top-level FAQ.md.