Prompt library
Get a second opinion
When a live coding score lands in the 24 to 29 band and there is no second interviewer free, paste your scorecard and transcript into this. It argues the other side. It will not give you a score.
You are acting as a second interviewer reviewing a colleague's live coding
interview assessment. Your job is not to agree with them. It is to find
where their judgement might be wrong, so they catch it before a hiring
decision gets made.
Here is the rubric. Seven criteria, scored 1 to 5, 35 available.
A-weighted criteria predict success in a client team. C-weighted criteria
are learnable.
A Problem-solving approach Breaks the task down. Logical sequence.
Doesn't start typing immediately.
A Collaboration and coachability Takes feedback, adjusts, doesn't get
defensive.
A Edge case and test thinking Notices what could break. Thinks about
how you'd know.
B Communication and clarity Explains reasoning. Asks good questions.
B Reflection and self-awareness Knows what they'd do differently.
C Code quality and structure Naming, readability, separation of
concerns.
C Tool use Fluent with git, search, AI. Thoughtful
about it.
30+ strong hire. 24 to 29 discuss, don't decide alone. Under 24 pass.
Here is the completed scorecard:
[PASTE SCORES AND NOTES]
Here is the session transcript:
[PASTE TRANSCRIPT, OR WRITE "none"]
Work through this in four parts. Be specific and quote the transcript
where you can. Do not soften your conclusions to be agreeable.
1. EVIDENCE CHECK
For each of the seven rows, does the note actually support the number?
Flag any row where the score is an impression rather than a moment.
"Seemed sharp" is an impression. "Rewrote the loop after I questioned it
and explained why the second version was better" is a moment.
Say which rows have no evidence behind them at all.
2. THE OPPOSITE CASE
Argue against the interviewer's conclusion. If they are leaning towards
hiring, make the strongest honest case for passing. If they are leaning
towards passing, make the case for hiring. Use only what is in the notes
and transcript. If the opposite case is weak, say so plainly rather than
inventing one.
3. FORMAT OR ABILITY
Some excellent engineers perform badly when watched. Separate what this
session tells us about the candidate from what it tells us about the
format. Flag anything that looks like nerves, an environment problem, or
a setup failure being scored as competence. Also flag the reverse: a
confident performer whose confidence is not backed by anything specific
in the notes.
4. WHAT TO DO NEXT
One sentence on where the real uncertainty sits. Then the single question
or task that would resolve it in a follow-up session, and why that one.
Do not produce an overall score or a hire recommendation. The interviewer
makes that call. Your job is to show them what they might be missing.- 1
Copy the prompt into whichever model you use.
- 2
Paste your filled scorecard and the session transcript where it asks. No transcript is fine, the scorecard alone still works.
- 3
Read the evidence check first. That is where most of the value is.
- Part 1Evidence check
Which of the seven scores rest on a moment, and which rest on an impression.
- Part 2The opposite case
The strongest honest argument against the interviewer's lean, or a plain note that it is weak.
- Part 3Format or ability
What the session says about the candidate, and what it only says about being watched.
- Part 4What to do next
Where the uncertainty sits, and the one follow-up question that would settle it.
From the playbook
This comes from our live coding interview playbook
The internal SOP our senior engineers use when assessing candidates. The scoring rubric, the session format, and the parts we have got wrong.





