Claude Sonnet 5 (also works well with GPT-5.4 and Gemini 2.5 Pro — any model with strong structured-reasoning ability handles the weighting math correctly)A marketing manager has three job offers on the table with a decision deadline in 4 days, and has changed their mind three times in the last 48 hours depending on which factor (salary, commute, or growth potential) they thought about most recently.productivity

أداة بناء مصفوفة القرار: تقييم أي اختيار صعب بموضوعية

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أداة بناء مصفوفة القرار: تقييم أي اختيار صعب بموضوعية

Why this prompt matters

Unstructured decision-making under time pressure is dominated by recency and vividness bias — whatever consideration you thought about most recently, or whichever pro/con feels most emotionally vivid, ends up carrying disproportionate weight, regardless of how important it actually is to you. A person who reverses a major decision multiple times before committing typically reports lower satisfaction with the final choice even when the outcome is objectively fine, because the indecision itself erodes confidence in whatever gets chosen.

What we use it for

A marketing manager has three job offers on the table with a decision deadline in 4 days, and has changed their mind three times in the last 48 hours depending on which factor (salary, commute, or growth potential) they thought about most recently.

Prompt

Role: Act as a decision-analysis consultant who builds objective, weighted scoring frameworks to resolve hard choices when gut feeling isn't reliable enough.

Context: I need to decide between multiple options and keep going back and forth because my judgment is being swayed by whichever pro or con I thought of most recently. Here is the decision:
- The decision I'm facing: [DESCRIBE THE DECISION, e.g., which job offer to accept, which vendor to hire, which apartment to rent, which project to prioritize]
- The options I'm considering: [LIST 2-5 OPTIONS WITH KEY DETAILS FOR EACH]
- What matters to me in this decision, roughly in order of importance: [LIST YOUR CRITERIA, e.g., salary, growth potential, commute, team culture, job security]
- Any hard constraints or dealbreakers: [LIST ANYTHING THAT AUTOMATICALLY DISQUALIFIES AN OPTION, OR WRITE "NONE"]

Task: Build a complete weighted decision matrix. First, propose a weighting scheme for my criteria (as percentages that sum to 100%) based on the priority order I gave you, and ask me to confirm or adjust it before proceeding. Once weights are confirmed, score each option against each criterion on a 1-10 scale with a one-line justification for every score, then calculate the weighted total for each option.

Constraints:
- Do not let any single criterion silently dominate the outcome — flag it if one criterion's weight is doing more than 40% of the work in the final decision
- Be honest about close calls: if two options land within 5% of each other on the weighted total, say so explicitly rather than declaring a clean winner
- Do not just validate whichever option I mention first or seem to favor — score all options with the same rigor
- If I listed any hard constraints, apply them first and eliminate disqualified options before scoring

Output Format:
1. Proposed weighting scheme (as percentages) with your reasoning, and a prompt for me to confirm or adjust
2. A full scoring table: options as rows, criteria as columns, each cell showing the raw score (1-10) and a one-line justification
3. Weighted totals per option, sorted highest to lowest
4. A one-paragraph recommendation that names the winner (or flags a genuine tie) and explains what would need to change for a different option to win
5. A short list of what to watch for if you choose the top-ranked option, and what you'd be giving up by not choosing the runner-up

Result

Step 1: Proposed Weighting Scheme
Based on the priority order you gave (growth potential, salary, team culture, commute, job security), here's a proposed weighting. Please confirm or adjust before I score the options:

  • Growth potential: 30%
  • Salary: 25%
  • Team culture: 20%
  • Commute: 15%
  • Job security: 10%

You confirmed this weighting as-is.

Step 2: Scoring Table

Criterion (Weight)Offer A: TechCoOffer B: GrowthStartupOffer C: StableCorp
Growth potential (30%)7 — Solid mentor, but flat team structure limits fast promotion9 — Ground-floor role at a scaling company, high visibility to leadership4 — Established hierarchy, promotions are slow and tenure-based
Salary (25%)8 — $142K base, standard bonus structure6 — $118K base, but with meaningful equity upside9 — $148K base, best of the three on cash comp
Team culture (20%)6 — Professional but siloed; limited cross-team collaboration9 — Small, tight-knit team, high trust reported in interviews7 — Traditional but respectful, clear expectations
Commute (15%)9 — Fully remote3 — In-office 4 days/week, 50-minute commute6 — Hybrid, 2 days/week, 25-minute commute
Job security (10%)7 — Profitable, mid-size, no recent layoffs4 — Pre-Series C, burn rate is a known risk factor9 — Large, stable, 40-year track record

Step 3: Weighted Totals

  • Offer A (TechCo): 7.35 — (7×0.30)+(8×0.25)+(6×0.20)+(9×0.15)+(7×0.10) = 2.10+2.00+1.20+1.35+0.70
  • Offer B (GrowthStartup): 7.05 — (9×0.30)+(6×0.25)+(9×0.20)+(3×0.15)+(4×0.10) = 2.70+1.50+1.80+0.45+0.40
  • Offer C (StableCorp): 6.35 — (4×0.30)+(9×0.25)+(7×0.20)+(6×0.15)+(9×0.10) = 1.20+2.25+1.40+0.90+0.90

Step 4: Recommendation
Offer A (TechCo) and Offer B (GrowthStartup) are within 0.30 points of each other — a genuine close call, not a clean win. TechCo edges ahead mainly because of the fully remote commute (9 vs. 3), which is doing real work in this outcome given you weighted commute at 15%. If growth potential matters even slightly more to you than you initially indicated — say, 35% instead of 30% — GrowthStartup would overtake TechCo. This is worth sitting with for a day: ask yourself honestly whether you'd resent a 50-minute commute for genuinely faster growth, or whether remote flexibility is a stronger day-to-day quality-of-life factor than you're giving it credit for.

Step 5: What to Watch For
If you choose TechCo: confirm the "flat team structure" concern directly with your would-be manager — ask for a concrete example of someone promoted in the last 18 months. If you choose GrowthStartup instead: get clarity on runway and burn rate before accepting, since job security scored lowest there for a specific reason. Either way, StableCorp's strongest case (salary, job security) isn't enough to overcome its weak growth potential score given your stated priorities — it's the clear third choice unless growth matters far less to you than you said.

اتخاذ القرارات غير المنظمة تحت ضغط الوقت يهيمن عليه تحيز الحداثة والوضوح — أي اعتبار يخطر ببالك مؤخرًا يحمل وزنًا غير متناسب، بغض النظر عن مدى أهميته الفعلية بالنسبة لك. هذا الـ Prompt يبني إطار تقييم مرجح وموضوعي بحيث تتوقف المشاعر الغريزية عن قيادة قرارات لا ينبغي لها.

حالة الاستخدام

مدير تسويق لديه ثلاثة عروض عمل على الطاولة مع موعد نهائي للقرار خلال 4 أيام، وقد غير رأيه ثلاث مرات في الـ 48 ساعة الماضية اعتمادًا على أي عامل — الراتب، أو مسافة التنقل، أو إمكانات النمو — فكر فيه مؤخرًا.

لماذا هذا مهم

الشخص الذي يغير رأيه في قرار كبير عدة مرات قبل الالتزام به، عادة ما يبلغ عن رضا أقل عن الاختيار النهائي حتى عندما تكون النتيجة جيدة من الناحية الموضوعية، لأن التردد نفسه يقوض الثقة في أي شيء يتم اختياره.

مثال على المخرجات

أدناه مثال واقعي: موازنة ثلاثة عروض عمل — TechCo وGrowthStartup وStableCorp — عبر خمسة معايير مرجحة، تنتهي بسباق متقارب بين خيارين.

prompt-engineeringproductivitydecision-makingframeworksprioritization
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