HOW TO ASK · HOW TO ANSWER · HOW TO CHOOSE

Questioning framework

The library is a set of prompts, not model answers. This page explains the reasoning behind those prompts and gives both sides a practical way to prepare a useful conversation.

Shared principleAsk about observable work and context; distinguish facts, interpretation, and uncertainty.
00A

THE CORE VIEWPOINT

Compare, challenge, execute, and verify

The same reasoning applies to technical, product, operations, hiring, and promotion questions. The evidence changes with the role; the inquiry stays contextual.

  1. 01

    Set the comparison

    Compare with internal history, a similar case, an industry or competitor reference, an alternative approach, and doing nothing. State what is and is not comparable.

  2. 02

    Choose a challenging goal

    Describe the baseline, intended change, constraints, and why the target is difficult. Keep stop and direction-change conditions visible.

  3. 03

    Generate more than one route

    Compare plausible solutions—including technical implementations—by correctness, quality, cost, risk, reversibility, and fit to context. Do not force a fixed number of options.

  4. 04

    Reconstruct real contribution

    Separate role and authority from team context. Ask what the person decided, implemented, tested, negotiated, delegated, or changed in practice.

  5. 05

    Test causality and outcome

    Use a suitable metric and time window, check counter-signals and other causes, then explain what can reasonably be attributed.

  6. 06

    Find and express the highlight

    Show why the contribution exceeded the relevant role expectation, what evidence supports it, what limits the claim, and what learning transferred.

Four lenses for sustained growth

Learning

How a knowledge gap was found, tested, corrected, and transferred.

Self-direction

How useful work was initiated and advanced while adapting or stopping when evidence changed.

Thinking

How the problem was decomposed, modeled, compared, and the judgment updated.

Resilience

How the person recovered from setbacks, sought support, and changed the next attempt.

00

HOW A QUESTION CARD IS BUILT

From a real question to bounded evidence

Each card is designed to help someone ask, clarify, and reason. Its inference is a hypothesis to check, not a conclusion about a person.

  1. 01Objective problem

    What real uncertainty does the question help resolve?

  2. 02Assessment intent

    Which job-related capability is in focus?

  3. 03Possible inference

    What hypothesis might the answer suggest, and what else could explain it?

  4. 04Signals and context

    What evidence or follow-up would clarify the story?

  5. 05Decision and trade-offs

    Given the context, what choices and consequences matter?

  6. 06Evidence anchors

    How does this response compare with the question-specific 1–4 references?

01

INTERVIEWER

Use questions to gather comparable evidence

A strong interview is planned around role requirements. Follow-ups clarify the same evidence dimensions without forcing identical stories.

  1. 01

    Anchor to the role

    Choose a capability that matters for this work and ask everyone a comparable, job-related lead question.

  2. 02

    Reconstruct one real event

    Clarify the situation, the candidate’s responsibility, constraints, options, and the decision they personally made.

  3. 03

    Probe cause and alternatives

    Ask what evidence supported the explanation, what else could have caused the result, and what changed after the action.

  4. 04

    Compare positive and difficult cases

    Use both a strong outcome and a setback to understand repeatable judgment, learning, and recovery. A contradiction is a cue to clarify context, not proof of dishonesty.

  5. 05

    Record evidence before inference

    Separate observed actions and outcomes from interpretations. Apply the same role-specific anchors to each candidate and note uncertainty.

Keep the inference bounded

Interview answers are evidence with limits. Gaps may reflect memory, access, role boundaries, or a poorly framed question. Clarify before drawing conclusions; do not infer intent or character from one response.

02

CANDIDATE · ANSWERING

Turn an experience into a traceable causal story

STAR is a useful memory aid, but a strong answer also makes choices, evidence, attribution, and learning visible.

  1. 01Context

    What was happening, who was affected, and what constraints mattered?

  2. 02Responsibility

    What outcome were you accountable for? What was yours versus the team’s?

  3. 03Choices and action

    What options did you consider, what did you decide, and why?

  4. 04Result and evidence

    What changed? How do you know, and what other factors contributed?

  5. 05Learning and transfer

    What would you repeat or change? Where have you used that learning since?

Do not force every story into a perfect success narrative. Name constraints, missed assumptions, team contributions, and what changed in your later work.

03

CANDIDATE · TWO-WAY CHOICE

Use reverse questions for mutual due diligence

Choose a few questions whose answers could change your decision. Ask for examples and compare the answer with what you heard from other interviewers.

01

Clarify the work

What outcomes, users, or problems will occupy this role in the first months? What work is common, and what is unusually difficult?

02

Clarify conditions

Which decisions can this role make? What dependencies, resources, on-call duties, or trade-offs shape delivery?

03

Clarify the environment

How are disagreements resolved? What would cause the team to change direction? Can you share a recent example?

04

Clarify support and success

How are expectations calibrated, feedback given, and progress reviewed? What support accompanies the responsibility?

For a promotion conversation

  • What responsibility changes at the target stage, and which parts must already be sustained?
  • Which outcomes and behaviors count as evidence, over what period, and how is personal contribution distinguished from team context?
  • If evidence is not yet sufficient, what specific work would close the gap, who will support it, and when will it be reviewed?

These prompts clarify expectations, evidence, and organizational commitments. They are not scored against the candidate rubric.

Browse the reverse-question guideExternal role and promotion prompts, with purpose and decision use.

Further reading

These sources support structured, job-related assessment practices; they do not validate this site’s question bank or scoring anchors.