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Get Started Free →Use when conducting or writing up a reference check on a job candidate — runs the reference through the standard question set (relationship and dates verification, role and scope confirmation, a concrete strengths example, areas for growth, and the rehire-eligibility question) and captures each answer with what was said tagged as verified fact versus the reference's opinion. Do NOT use for screening a resume, drafting interview questions, or writing up an interview scorecard.
| Test case | Without → With | Effect | Δ tokens | Δ turns |
|---|---|---|---|---|
| case-09 | ✗→✓ | ▲ Improved | 676% | 0% |
| case-01 | ✗→✓ | ▲ Improved | 548% | 0% |
| case-10 | ✗→✓ | ▲ Improved | 694% | 0% |
| case-12 | ✗→✓ | ▲ Improved | 689% | 0% |
| case-08 | ✗→✗ | = Same ✗ | 1361% | 0% |
Structure a reference call into a fixed question set and a note format that keeps verified fact separate from the reference's opinion. Handed "help me do a reference check", base models produce a friendly list of open-ended questions and then write the result up as one flattering narrative — verified employment dates blended with the reference's personal praise, the areas-for-growth question softened away, and the single most decision-relevant question (would you rehire them) left off entirely. This guide forces the full set, asked in order, and a note that labels each answer.
candidate-screening), drafting theinterview questions themselves, or writing up the interviewer's own scorecard (interview-scorecard-format). This skill is about a third party vouching for the candidate.
did you work together?" Establishes standing and lets you verify title and employment period.
candidate's own account of the job.
Demand a concrete instance, not adjectives.
Never skip this or let the reference wave it off — a reference with no growth area is a signal the answer is not candid, and you note that.
<candidate> eligible for rehire under your company's policy?" These are two different questions (see below). This is the highest-signal question and the one base write-ups most often omit.
Tag every captured answer as one of two kinds. Never blend them into one sentence.
a direct manager, and company rehire-eligibility policy (many firms will confirm only eligible/not-eligible). These can be corroborated against records or a second source.
personal willingness to rehire. Valuable, but it is one person's view, not established fact.
The rehire question splits across both kinds:
Capturing "eligible for rehire: yes Verified]" and "would personally rehire: enthusiastically Opinion]" as two labeled lines is the whole point. Collapsing them into "great, would definitely rehire" throws away which part you can rely on.
Reference: <name>, <title> at <company>
Relationship: <manager | peer | report | client>, <dates> [Verified: title/dates confirmed]
Candidate's stated role: <role> — confirmed / discrepancy: <note> [Verified]
Strengths: <specific example the reference gave> [Opinion]
Areas for growth: <what they said, or "declined / none offered"> [Opinion]
Rehire — eligible under policy: <yes | no | would not confirm> [Verified]
Rehire — reference would personally: <yes | no | hesitant> [Opinion]
Flags: <discrepancy with candidate's account, evasiveness, or "none">areas-for-growth questions are the two most likely to be skipped and the two most informative.
tell which it is, it is Opinion] until corroborated.
(opinion) are different lines with different tags — never merged.
billing pipeline in a quarter" is. Record the example, not the adjective.
"no weaknesses" — the absence is itself a mild flag, not a clean bill.
candidate's résumé, record it under Flags. Do not quietly adopt one version.
attributed to the reference; it never becomes "the candidate was the top performer".
Raw call (input): > That's Dana — I was her manager on the platform team, she was there from early 2021 til she left > last summer, staff engineer. Honestly the best hire I made. She owned the whole billing rewrite. > Weakness? Hmm, she can be impatient with slower folks. Would I take her back tomorrow? In a > heartbeat — and yeah she's rehire-eligible, no issues on file.
BEFORE (base default — one narrative, fact and opinion blended, no tags): > Dana was a staff engineer and her former manager Sam gave her a glowing reference. She was the > best hire he made, owned the billing rewrite, and he would absolutely rehire her. Minor note that > she can be impatient. Strong reference overall.
AFTER (this guide):
Reference: Sam, former manager (platform team)
Relationship: direct manager, early 2021 – summer 2024 [Verified: dates/title confirmed]
Candidate's stated role: Staff Engineer — confirmed [Verified]
Strengths: owned the billing-system rewrite end to end [Opinion]
Areas for growth: "impatient with slower colleagues" [Opinion]
Rehire — eligible under policy: yes, nothing on file [Verified]
Rehire — reference would personally: yes, without hesitation [Opinion]
Flags: none — dates and title match résuménothing else. Record those Verified] lines and mark the opinion questions "would not comment" — do not press or invent color.
areas for growth; do not translate the refusal into "no weaknesses Verified]".
reference], and raise it under Flags rather than overwriting the candidate's account.
rehire-eligibility answer accordingly (a peer often cannot speak to formal eligibility; mark it "not able to confirm").
growth area, record that pattern under Flags — uniformly positive-but-vague is a soft signal.
Other measured skills in the registry, with their headline benchmark lift.