decision-helper▌
shubhamsaboo/awesome-llm-apps · updated Apr 8, 2026
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
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)- No comments yet — start the thread.
Ratings
4.6★★★★★62 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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