⚡ Promptolis Original · Decisions & Reasoning
🧭 Decision-Making Prompts Pack — 30 Prompts From Daily Choices to Life Decisions
30 research-backed decision prompts across 6 categories (cognitive bias audit / pre-mortem / WRAP framework / regret minimization / small daily /…
Why this is epic
Decision-making research is one of the most-validated areas in cognitive science. Yet most people default to gut + pros-cons lists — which cognitive-bias research shows produces systematically poor decisions for non-trivial choices.
6 categories channel actual research: Cognitive Bias Audit (Kahneman's System 1/2, confirmation bias, anchoring), Pre-Mortem (Klein's most-researched debiasing tool), WRAP Framework (Heath brothers 2013: Widen options / Reality-test / Attain distance / Prepare to be wrong), Regret Minimization (Bezos + reversibility calculus), Small Daily Decisions (decision fatigue + satisficing), Reversible vs. Irreversible (two-way vs. one-way door framework).
Cross-cuts career, money, relationships, business, health, life direction. The prompts you reach for before ANY major decision.
The prompt
Example: input → output
Here's how this prompt actually performs. Real input below, real output from Claude Opus 4.
<decision-at-hand>Take new job offer from competitor at 30% pay increase + more responsibility, or stay at current company where I'm established + trusted + 5 years in</decision-at-hand> <reversibility>Partially — if I take new job + hate it, hard to return (former employer might not rehire at same level for 2+ years)</reversibility> <stakes>High — impacts career trajectory 5-10 years + family relocation</stakes> <timeline>10 days to respond</timeline> <who-else-affected>Wife (career + our kids' schools) + current team (would lose manager)</who-else-affected> <current-lean>Slightly leaning take-offer but uncertain. 30% pay is hard to ignore but established + trusted feels valuable.</current-lean>
Decision Type Diagnosis
High-stakes + partially-reversible + affects multiple stakeholders + 10-day timeline = proper deliberation warranted. Don't satisfice; don't rush.
Reversibility is key: fully reversible → be fast. Fully irreversible → maximum caution. Partially reversible (your case) → significant analysis + willingness to delay 24-48h even past original timeline if needed.
Prompts I'm Selecting
Prompt 1: The Pre-Mortem (Klein)
Imagine it's 18 months from now and the new-job decision went spectacularly wrong. Write specifically what happened:
- What specifically made the new job bad?
- What did you discover about the company / role / people that wasn't visible in interview?
- What did you miss that was obvious in hindsight?
- What happened to your wife's career / kids' schools that made it worse?
- What's your honest reconstruction of WHY you took it despite signals you now see?
Then: write a parallel pre-mortem for staying going wrong:
- 18 months from now, still at current company, decision went wrong — what happened?
- Stagnated? Missed growth? Company changed? Competitor won market?
- What did staying cost that wasn't obvious?
Compare both failure scenarios. Which failure is MORE survivable + learnable from?
Prompt 2: Regret Minimization (Bezos)
Project to age 80. Look back at this decision from there.
- Which option will I regret less?
- Is there a version where I try the new job AND preserve optionality (e.g., 1-year evaluation explicitly, with ability to return)?
- What version of 'taking chances' will I be proud of at 80?
- What version of 'preserving stability' will I be proud of at 80?
The regret-at-80 perspective sidesteps loss-aversion bias (Kahneman: we overweight losses 2.25× vs. gains of same size, making status-quo feel safer than it is).
Pre-Mortem Specific
For 18-month-failure of taking new job, most likely specific scenarios:
1. Role was misrepresented. 'More responsibility' meant 'you manage a team that's exhausted + about to quit.' Or 'new initiative' that gets cancelled 6 months in.
2. Cultural mismatch. Established processes at current company; competitor has chaotic culture that your style doesn't fit.
3. Family friction. Wife's career took hit from relocation. Kids struggled. Marriage strained. You resent the job for it.
4. Manager/team dynamics. New boss is micromanager; team resents outside hire.
5. Company financial trouble. Layoffs 12 months in. Not just you — structural.
For 18-month-failure of staying:
1. Company reorg. Your 'trusted + established' position is eliminated in restructuring.
2. Skill stagnation. You realize after 18 months you were ready for more 18 months ago + compensation gap widened significantly.
3. Missed opportunity. Competitor company grew dramatically + your network-path is now through old colleagues who took similar offers.
4. Inner resentment. You blame self / spouse / circumstance for not taking it.
Neither failure is clearly worse. Both are survivable. That's the key signal: this isn't a life-or-death decision; it's a direction decision with recoverable failures.
The Full 30-Prompt Library (Copy Ready)
CATEGORY 1: Cognitive Bias Audit (Kahneman-informed)
1.1 The Confirmation Bias Check — list evidence for AND against your lean. Are you weighing them fairly?
1.2 The Anchoring Audit — is the first number / first option you heard unduly influencing you?
1.3 The Sunk Cost Check — how much of this decision is about past investment vs. future value?
1.4 The Availability Heuristic Check — are recent / vivid examples distorting your probability estimate?
1.5 The Loss Aversion Awareness — are you weighing losses 2× gains? Is that fair for this decision?
CATEGORY 2: Pre-Mortem (Klein)
2.1 The 18-Month Failure Scenario — imagine it went wrong; reconstruct.
2.2 The 'What Would Make This a Disaster' Audit — specific disaster scenarios.
2.3 The Hindsight Bias Inversion — imagine you chose the OTHER option + it failed. What would you say?
2.4 The Red Team Exercise — argue the opposite of your lean as strongly as possible.
2.5 The Worst-Case + Coping — worst case happens. Can you survive / rebuild?
CATEGORY 3: WRAP Framework (Heath)
3.1 Widen Options — 'whether X' is too narrow. What 3rd, 4th option exists?
3.2 Reality-Test Assumptions — get data. Talk to people who've made similar decision. Tiny experiment.
3.3 Attain Distance — advice you'd give a friend in this situation. Future self in 10 years.
3.4 Prepare to Be Wrong — how will you know if you made the wrong choice? Pre-committed re-evaluation trigger.
3.5 The 10-10-10 Rule (Heath) — how will you feel in 10 min / 10 months / 10 years?
CATEGORY 4: Regret Minimization (Bezos)
4.1 The Age-80 Perspective — which option will I regret less at 80?
4.2 The Status-Quo Bias Check — are you preferring current because it's known, not because it's better?
4.3 The Missed-Opportunity Audit — specific missed opportunities from status-quo preference.
4.4 The Values Alignment — which option better fits your actual values (not performed values)?
4.5 The 'Decisions vs. Outcomes' Distinction — good process + bad outcome still good decision. Separate.
CATEGORY 5: Small Daily Decisions
5.1 The Decision Fatigue Audit — what's eating your decision-making capacity daily?
5.2 The Satisficing Protocol — when 'good enough' beats 'best.' Criteria for which.
5.3 The Default-Setting Design — eliminate daily decisions via defaults.
5.4 The Batched Decisions Approach — decide weekly, execute daily.
5.5 The Decision-Energy Protection — save decision-making for high-stakes; auto-pilot low-stakes.
CATEGORY 6: Reversible vs. Irreversible
6.1 The Door Classification — 1-way (irreversible) vs. 2-way (reversible). Bezos framework.
6.2 The Minimum Viable Commitment — how to test decision with smallest commitment first.
6.3 The Exit Strategy Pre-Design — for irreversibles, what's the exit if it goes wrong?
6.4 The Timeline Check — am I treating reversible as irreversible (over-cautious)?
6.5 The Optionality Preservation — how to decide AND preserve future flexibility.
Timeline Recommendation
10 days is tight for this magnitude but workable:
- Day 1-3: Pre-mortem both scenarios. Cognitive bias audit. Widen options (is there negotiation with current OR with new?).
- Day 4-5: External reality-testing. Talk to 2-3 people you trust outside immediate circle. Especially people who've taken similar offers.
- Day 6-7: Spouse deep conversation. Her career + life impact isn't secondary. Pre-mortem from family perspective.
- Day 8: Sleep on it. No decision-making. Let it settle.
- Day 9: Write out final decision + reasoning. Read aloud. Does it sound right?
- Day 10: Communicate decision.
If by Day 9 you're still genuinely torn: ask new company for 3-5 additional days. Most reasonable employers grant this for senior hires; the ask itself signals thoughtfulness, not weakness.
Watch-Outs
Likely biases in play:
- Loss aversion: staying may feel 'safer' than it actually is
- Status quo bias: current company is knowable; new is uncertain
- Sunk cost: 5 years invested at current — shouldn't drive future
- Availability bias: recent positive moments at current company may outweigh systematic concerns
- Anchoring: 30% raise is anchoring positive. What if raise was 10%? Would you still take it?
- Family-pressure bias: wife may advocate either direction based on HER needs without full decision-context
Common use cases
- Job offer evaluation
- Major financial decisions (house, investment, business)
- Relationship decisions (commit / leave / rebuild)
- Business decisions (hire / fire / pivot / launch)
- Health decisions (surgery / treatment / lifestyle)
- Creative/career pivot decisions
- Geographic moves
- Decisions about children (have / adopt / timing)
Best AI model for this
Claude Opus 4 strongly — decision analysis is nuanced.
Pro tips
- Kahneman: intuition works well in domains with reliable feedback (chess, firefighting). Bad in complex/novel domains. Know which you're in.
- Pre-mortem beats post-mortem. Imagine decision failed spectacularly; work backward from failure to current state.
- Widen options. If 'whether to do X,' you're already too narrow. Ask 'what else could I do instead' first.
- Bezos' regret minimization: 'Which option will I regret less at 80?' Future-self perspective.
- Two-way doors (reversible) vs. one-way doors (irreversible). Spend less time on reversible; more on irreversible.
- Satisfice small decisions. Maximizing every choice = paralysis. Good-enough + move on for low-stakes.
- Sleep on major decisions. 24-hour rule. 'Want to decide' ≠ 'need to decide.'
Customization tips
- For decisions where you have gut conviction: check if domain is feedback-rich (gut reliable) or novel (gut unreliable). First-marriage decisions = novel = gut less reliable.
- For financial decisions specifically: include numerical analysis ALONGSIDE psychological. 30% raise math over 10 years compounds significantly.
- For group decisions (family, team): map each person's preferences + deal-breakers BEFORE group discussion. Prevents one person's preference dominating.
- For decisions under time pressure (72h or less): compressed protocol. Pre-mortem (1 hour), trusted advisor (1 conversation), sleep (1 night), decide.
- For decisions you've been avoiding: avoidance IS information. Usually means you know the answer; delay is grief-work for the not-chosen option.
- For decisions with major asymmetric risk (lose much more than gain): special caution. Kelly criterion + loss-aversion-that's-actually-appropriate.
- For medical decisions: bring framework to specialist consultation. Medical decisions benefit from expert + framework combined; neither alone is sufficient.
Variants
Default Major Decision
Standard framework for significant choices
Career Decision Specific
Job offer, quit/stay, pivot
Relationship Decision
Commit / leave / rebuild framework
Financial Decision
House, investment, business — numerical + psychological
Daily / Small Decisions
Anti-decision-fatigue, satisficing
Group / Family Decision
Multi-stakeholder with different preferences
Frequently asked questions
How do I use the Decision-Making Prompts Pack — 30 Prompts From Daily Choices to Life Decisions prompt?
Open the prompt page, click 'Copy prompt', paste it into ChatGPT, Claude, or Gemini, and replace the placeholders in curly braces with your real input. The prompt is also launchable directly in each model with one click.
Which AI model works best with Decision-Making Prompts Pack — 30 Prompts From Daily Choices to Life Decisions?
Claude Opus 4 strongly — decision analysis is nuanced.
Can I customize the Decision-Making Prompts Pack — 30 Prompts From Daily Choices to Life Decisions prompt for my use case?
Yes — every Promptolis Original is designed to be customized. Key levers: Kahneman: intuition works well in domains with reliable feedback (chess, firefighting). Bad in complex/novel domains. Know which you're in.; Pre-mortem beats post-mortem. Imagine decision failed spectacularly; work backward from failure to current state.
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