New · New · Hiring

Candidate Shortlist Review

Turn resumes, interview notes, role criteria, and hiring-team comments into a concise candidate shortlist review.

USE CASE OUTCOME

From hiring notes to a shortlist review.

Candidate Shortlist Review helps hiring teams compare candidates against the role profile with evidence, risks, and follow-up questions.

Before

Candidate evidence spread across notes

Resumes, interview feedback, scorecards, and role requirements are reviewed separately, making it hard to compare candidates consistently.

  • Resumes
  • Interview notes
  • Role criteria

After

Candidate shortlist ready for review

DearClaw creates a shortlist with fit signals, evidence, concerns, missing information, and suggested follow-up questions.

  • Fit signals
  • Risk notes
  • Follow-up questions

HOW IT RUNS

How Candidate Shortlist Review runs inside DearClaw.

Start with candidate notes, resumes, scorecards, and a role profile. DearClaw structures the comparison into a reviewable shortlist.
Candidate Shortlist Review running inside a focused DearClaw workspace.
Pipeline4 stages
01Candidate intakeProfiles · notes · criteria
02Evidence mapStrengths · gaps · risks
03Shortlist draftRanking · rationale · questions
04Final resultReview · follow-up plan

QUICK ANSWERS

Answers before installing.

Direct answers for people comparing whether this DearStore use case fits their work.

What does Candidate Shortlist Review do?

Turn resumes, interview notes, role criteria, and hiring-team comments into a concise candidate shortlist review.

Who is Candidate Shortlist Review for?

Candidate Shortlist Review is for teams working on hiring use cases in DearClaw.

What inputs does Candidate Shortlist Review need?

Start with goal: Compare candidates against a role, material: Resumes, notes, scorecards, criteria, and result: Candidate shortlist review.

What output does Candidate Shortlist Review produce?

Candidate Shortlist Review produces Fit signals, Risk notes, and Follow-up questions.

How does Candidate Shortlist Review run inside DearClaw?

Start with candidate notes, resumes, scorecards, and a role profile. DearClaw structures the comparison into a reviewable shortlist.

What are the limits and fit for Candidate Shortlist Review?

It fits repeatable knowledge work when the user can provide useful source material and review the result before acting. It should not replace final judgment, approvals, or source-of-truth systems.

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