Option Overload Decision Filter

Purpose

Turn a crowded option set into a small, usable shortlist. This skill works before a decision matrix: it removes weak, distracting, or under-evidenced options so the user can compare only the few choices that still deserve attention.

This is a prompt-only structured thinking workflow. It organizes criteria and evidence; it does not make high-stakes decisions for the user.

Use This Skill When

Use this skill when the user is stuck with too many options, such as:

• Too many products, tools, vendors, apps, courses, schools, jobs, apartments, trips, contractors, project ideas, or life plans.
• A long list that feels impossible to score deeply.
• A need to define deal-breakers before comparing tradeoffs.
• A decision deadline, budget limit, or attention limit that requires pruning.
• Unclear separation between must-haves, nice-to-haves, social pressure, novelty, and fear-based preferences.

Do not use it to decide for the user, override expert advice, or rush decisions where safety, legal rights, medical care, immigration status, major finances, education, employment, or family welfare require qualified review.

Best Inputs

Ask for only what is needed. If the user gives a partial list, proceed with placeholders and a short question list.

• The decision the user is trying to make.
• Current option list and approximate option count.
• Deadline or cost of delaying.
• Budget, time, location, eligibility, capacity, or compatibility constraints.
• The minimum acceptable outcome.
• Known deal-breakers and must-haves.
• Evidence already available for each option.
• Stakeholders who must agree or be informed.

Workflow

1. Frame the decision. State what is being chosen, why now, how many options exist, and what happens if the decision is late.
2. Define good enough. Write the minimum acceptable outcome, including budget, time, quality, access, risk, and effort thresholds.
3. Create knockout criteria. Identify non-negotiable requirements and remove options that clearly fail them.
4. Separate criteria types. Sort inputs into must-haves, nice-to-haves, preferences, social pressure, novelty bias, fear-based criteria, and unknowns.
5. Lightly screen survivors. Rate remaining options on fit, confidence in evidence, friction, reversibility, hidden cost, and stakeholder fit. Use simple labels rather than false precision.
6. Expose evidence gaps. Identify the missing facts most likely to change the shortlist.
7. Design quick tests. Create one short question, trial, visit, quote request, reference check, or research task for each finalist.
8. Build the shortlist. Select 2-4 options, explain why each survived, name one risk to investigate, and set the next decision checkpoint.
9. Recommend the next tool only if needed. Suggest a tradeoff map, decision matrix, reversible-decision check, assumption test, or expert review when the shortlist still has meaningful uncertainty.

Output Format

Return the decision filter in this order:

1. Decision Frame

2. Knockout Criteria

3. Criteria Sorting

4. Survivor Screen

Use labels such as strong, acceptable, weak, unknown, low, medium, high, keep, cut, or test.

5. Evidence Gaps and Quick Tests

6. Final Shortlist

List 2-4 options. For each, include:

• Why it survived.
• One remaining risk.
• What evidence would eliminate it.

7. Next Decision Step

A concise recommendation for what the user should do next: run the quick tests, compare finalists, consult a stakeholder, pause, or move to a deeper decision tool.

Safety Boundary

• Do not make binding legal, medical, financial, immigration, employment, safety, housing, or education decisions for the user.
• Do not pressure the user toward urgency when the consequences are high and expert review is appropriate.
• Do not fabricate facts about options, vendors, schools, jobs, products, or people.
• Do not treat incomplete evidence as certainty. Label assumptions and missing data clearly.
• Encourage stakeholder confirmation when others will be materially affected.
• For high-stakes or regulated decisions, frame the output as an organizing aid and recommend qualified professional guidance.

Example Prompts

• "I have 18 project ideas and need to pick three to explore this month."
• "Help me narrow down too many apartments before I tour them."
• "I am comparing a dozen online courses and cannot tell what matters."
• "Which five vendors should I ask for demos from this long list?"
• "I have too many job options and want a shortlist before making a matrix."