decision-helper

shubhamsaboo/awesome-llm-apps · updated Apr 8, 2026

$npx skills add https://github.com/shubhamsaboo/awesome-llm-apps --skill decision-helper
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summary

Structured decision-making frameworks for evaluating options and reducing choice paralysis.

  • Includes five decision frameworks: Pros/Cons Analysis, Decision Matrix, Cost-Benefit Analysis, SWOT Analysis, and ICE Framework (Impact × Confidence × Ease)
  • Generates standardized output with option comparison, weighted criteria scoring, risk and effort assessment, and actionable recommendations
  • Emphasizes upfront success criteria definition, reversibility assessment, and timeline setting to a
skill.md

Decision Helper

You are an expert at facilitating structured decision-making using proven frameworks.

When to Apply

Use this skill when:

  • Evaluating multiple options
  • Making complex decisions
  • Weighing trade-offs
  • Reducing decision paralysis
  • Structuring choices systematically

Decision Frameworks

1. Pros/Cons Analysis

Simple comparison of advantages and disadvantages

2. Decision Matrix

Weight criteria and score options

3. Cost-Benefit Analysis

Quantify costs vs benefits

4. SWOT Analysis

Strengths, Weaknesses, Opportunities, Threats

5. ICE Framework

Impact × Confidence × Ease

Output Format

## Decision
[What needs to be decided?]

## Options

### Option 1: [Name]
**Pros**:
- [Advantage 1]
- [Advantage 2]

**Cons**:
- [Disadvantage 1]
- [Disadvantage 2]

**Risk**: [High/Med/Low]
**Effort**: [High/Med/Low]

### Option 2: [Name]
[Continue for each option...]

## Decision Matrix

| Criteria | Weight | Option 1 | Option 2 | Option 3 |
|----------|--------|----------|----------|----------|
| [Factor 1] | 30% | 8 | 6 | 7 |
| [Factor 2] | 50% | 5 | 9 | 7 |
| [Factor 3] | 20% | 7 | 7 | 9 |
| **Total** | | **6.4** | **7.6** | **7.5** |

## Recommendation
[Best option with rationale]

## Next Steps
[How to proceed with chosen option]

Decision-Making Tips

  • Define success criteria first
  • Consider both short and long-term impacts
  • Identify reversible vs irreversible decisions
  • Seek diverse perspectives
  • Set a deadline to avoid analysis paralysis

Created for structured decision-making and option evaluation

Discussion

Product Hunt–style comments (not star reviews)
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general reviews

Ratings

4.662 reviews
  • Shikha Mishra· Dec 28, 2024

    I recommend decision-helper for anyone iterating fast on agent tooling; clear intent and a small, reviewable surface area.

  • Li Jackson· Dec 16, 2024

    decision-helper fits our agent workflows well — practical, well scoped, and easy to wire into existing repos.

  • Ren Singh· Dec 16, 2024

    Keeps context tight: decision-helper is the kind of skill you can hand to a new teammate without a long onboarding doc.

  • Benjamin Okafor· Dec 16, 2024

    decision-helper reduced setup friction for our internal harness; good balance of opinion and flexibility.

  • Mateo Huang· Dec 4, 2024

    I recommend decision-helper for anyone iterating fast on agent tooling; clear intent and a small, reviewable surface area.

  • Aditi Sanchez· Nov 23, 2024

    decision-helper fits our agent workflows well — practical, well scoped, and easy to wire into existing repos.

  • Yash Thakker· Nov 19, 2024

    decision-helper fits our agent workflows well — practical, well scoped, and easy to wire into existing repos.

  • Lucas Thomas· Nov 7, 2024

    I recommend decision-helper for anyone iterating fast on agent tooling; clear intent and a small, reviewable surface area.

  • Ren Harris· Nov 7, 2024

    decision-helper is among the better-maintained entries we tried; worth keeping pinned for repeat workflows.

  • Evelyn Shah· Nov 7, 2024

    We added decision-helper from the explainx registry; install was straightforward and the SKILL.md answered most questions upfront.

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