Choose a project you are working on. Given its goal and ranking criteria, what are the three most important things to do and the two easiest to pause or stop?

Question-specific analysis · reviewed

This question has an edited analysis. Use it as a prompt for evidence, not as an automatic score.

Objective problem to resolve or clarify

Given a goal, capacity, and time horizon, choose what to continue, what to pause, and when the ranking should change.

What it examines

Understand whether you set the ranking criterion before owning the trade-off, and can explain why the shelved items existed in the first place.

Signals worth noticing

States the goal, time range, and standard behind the ranking before giving the answer
Explains for each item why it matters or why it can stop
Distinguishes a changed environment from a wrong earlier judgment, without blaming the past with today's results

Context worth asking for

What were the goal, available capacity, and ranking horizon?
Who depended on the two paused items, and what costs would follow?
What new evidence would change the top three?
What evidence would make you change this ranking?
How far must these three go before you stop investing further?
What goal, baseline, constraints, and responsibility boundary applied?
What options were available, and what evidence or dependencies shaped the choice?
Who was affected, what changed, and over what time window?
How was the result verified, and what alternative explanation or downside was considered?

What else the answer may imply

Setting criteria first and explaining stop conditions may show willingness to own opportunity costs rather than merely list tasks. Alternative interpretations to check: A manager may have set the priorities in advance, leaving no actual choice to the respondent. Today's outcome may distort recollection of the earlier trade-off.

Comparisons to consider

Contribution to the goal

Compare expected value, urgency, risk, and uncertainty with stated evidence and time horizon.

Cost of stopping

Compare continuing, narrowing, deferring, and ending work, including dependencies and restart costs.

Decision after context

State criteria before outcomes; make the capacity limit, deferral cost, review point, and stop condition explicit.

Examine the trade-offs

Benefits created

Did focusing on three items improve the chance of reaching the goal or the quality of a key delivery?
Where was the released capacity ultimately used?

Costs and risks

Which users, teams, or future periods carried the cost of deferral?
How costly would it be to recover the work if the ranking or criteria changed?

Assessment guide

Use these as evidence anchors for this capability, not as an automatic score or an overall judgment of a person. Calibrate expectations to the role, level, and scope. A score of 2 is the usual baseline; excellent evidence in one or two dimensions is meaningful, while exceptional evidence is rare.

1 · Not passing

Core concepts or basic facts are unclear; the reasoning or account of events cannot be followed. For experience questions, the person cannot distinguish their own actions and responsibility. Confirmed deliberate fabrication is not passing; inconsistency or missing detail alone is a reason to verify, not proof of dishonesty.

Cannot explain the ranking goal or treats “most important” as a conclusion needing no evidence.

2 · Passing

Explains the basic concepts and approach clearly and gives credible evidence of having done the work or being able to reason through it.

Gives clear criteria, a reasonable ranking, and the cost of one deferral.

3 · Excellent

Gives a structured account, reflects clearly on what worked and what did not, weighs benefits against costs or risks, and offers an insight or practice above the ordinary expectation for the role and level.

Compares options and opportunity costs, acknowledges information limits, and sets change and stop conditions.

4 · Exceptional

Shows an outcome or practice at an exceptional, field-leading level for the relevant scope. The impact is measurable, independently supportable, and credibly attributable to the person’s decisions and work.

Creates a reusable portfolio decision practice under high constraints and verifies sustained, attributable results.

Evidence that could make a contribution visible

A contemporaneous ranking record, communication about deferred work, capacity changes, and later review.

Question context and related views

RoleGeneral software engineering · Frontend · Backend · Mobile · AI engineering

Responsibility scopeIndividual work · A project or team

Career trackIndividual contributor · Team manager · Senior manager

Select questions for the responsibility you actually hold or seek. These labels are not universal stage requirements. Stage expectations

Same question, different stage expectations

The question stays the same. Choose a target to compare responsibility, reasoning, and evidence. This changes the reading framework, not the question’s difficulty or your score.

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Target roleTarget responsibility

These are rule-based reading prompts, not separately reviewed stage-specific answers or a verdict that this question applies to every stage. Use your actual role and authority.

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Compare expectations across stages

This table compares responsibility lenses, not mandatory question coverage or a ranking of people.

Stage	Responsibility	Result evidence

Want deeper feedback? Generate a prompt with this question’s evidence framework, then choose an AI tool yourself.

AI analysis prompt

# Interview Compass response analysis
Analyze the candidate response using only evidence provided. Do not invent facts.

## Question and review status
Question: Choose a project you are working on. Given its goal and ranking criteria, what are the three most important things to do and the two easiest to pause or stop?
Analysis review status: Question-specific analysis · reviewed. This question has an edited analysis. Use it as a prompt for evidence, not as an automatic score.
Objective problem: Given a goal, capacity, and time horizon, choose what to continue, what to pause, and when the ranking should change.
Assessment intent: Understand whether you set the ranking criterion before owning the trade-off, and can explain why the shelved items existed in the first place.
Possible inference (a hypothesis to verify): Setting criteria first and explaining stop conditions may show willingness to own opportunity costs rather than merely list tasks. Alternative interpretations to check: A manager may have set the priorities in advance, leaving no actual choice to the respondent. Today's outcome may distort recollection of the earlier trade-off.

## Evidence framework
Observable signals:
- States the goal, time range, and standard behind the ranking before giving the answer
- Explains for each item why it matters or why it can stop
- Distinguishes a changed environment from a wrong earlier judgment, without blaming the past with today's results
Context worth asking for:
- What were the goal, available capacity, and ranking horizon?
- Who depended on the two paused items, and what costs would follow?
- What new evidence would change the top three?
- What evidence would make you change this ranking?
- How far must these three go before you stop investing further?
- What goal, baseline, constraints, and responsibility boundary applied?
- What options were available, and what evidence or dependencies shaped the choice?
- Who was affected, what changed, and over what time window?
- How was the result verified, and what alternative explanation or downside was considered?
Comparison dimensions:
- Contribution to the goal: Compare expected value, urgency, risk, and uncertainty with stated evidence and time horizon.
- Cost of stopping: Compare continuing, narrowing, deferring, and ending work, including dependencies and restart costs.
Decision after context: State criteria before outcomes; make the capacity limit, deferral cost, review point, and stop condition explicit.
Benefits to examine:
- Did focusing on three items improve the chance of reaching the goal or the quality of a key delivery?
- Where was the released capacity ultimately used?
Costs and risks to examine:
- Which users, teams, or future periods carried the cost of deferral?
- How costly would it be to recover the work if the ranking or criteria changed?

## 1–4 evidence anchors
- 1 · Not passing: Core concepts or basic facts are unclear; the reasoning or account of events cannot be followed. For experience questions, the person cannot distinguish their own actions and responsibility. Confirmed deliberate fabrication is not passing; inconsistency or missing detail alone is a reason to verify, not proof of dishonesty. Question-specific reference: Cannot explain the ranking goal or treats “most important” as a conclusion needing no evidence.
- 2 · Passing: Explains the basic concepts and approach clearly and gives credible evidence of having done the work or being able to reason through it. Question-specific reference: Gives clear criteria, a reasonable ranking, and the cost of one deferral.
- 3 · Excellent: Gives a structured account, reflects clearly on what worked and what did not, weighs benefits against costs or risks, and offers an insight or practice above the ordinary expectation for the role and level. Question-specific reference: Compares options and opportunity costs, acknowledges information limits, and sets change and stop conditions.
- 4 · Exceptional: Shows an outcome or practice at an exceptional, field-leading level for the relevant scope. The impact is measurable, independently supportable, and credibly attributable to the person’s decisions and work. Question-specific reference: Creates a reusable portfolio decision practice under high constraints and verifies sustained, attributable results.

## Analysis instructions
1. Separate explicit evidence, missing context, and hypotheses. Cite exact words or facts from the response.
2. List the most important follow-up questions first. If there is not enough evidence, state “insufficient evidence; do not score.”
3. Assess each relevant signal against the 1–4 anchors only when supported; explain evidence and uncertainty.
4. Discuss comparison choices, causal reasoning, trade-offs, and the candidate’s actual participation where relevant. Identify strengths, unsupported conclusions, and one concrete next practice.
5. Do not provide a sample answer, rewrite the response as a script, diagnose personality, infer dishonesty from inconsistency alone, combine scores into an overall score, or recommend hiring/rejection.

If the response is not provided, ask the candidate to paste their response first; do not analyze or score the question alone.
Do not write a sample answer.