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
Ratings
4.5★★★★★10 reviews- ★★★★★Shikha Mishra· Oct 10, 2024
decision-helper is among the better-maintained entries we tried; worth keeping pinned for repeat workflows.
- ★★★★★Piyush G· Sep 9, 2024
Keeps context tight: decision-helper is the kind of skill you can hand to a new teammate without a long onboarding doc.
- ★★★★★Chaitanya Patil· Aug 8, 2024
Registry listing for decision-helper matched our evaluation — installs cleanly and behaves as described in the markdown.
- ★★★★★Sakshi Patil· Jul 7, 2024
decision-helper reduced setup friction for our internal harness; good balance of opinion and flexibility.
- ★★★★★Ganesh Mohane· Jun 6, 2024
I recommend decision-helper for anyone iterating fast on agent tooling; clear intent and a small, reviewable surface area.
- ★★★★★Oshnikdeep· May 5, 2024
Useful defaults in decision-helper — fewer surprises than typical one-off scripts, and it plays nicely with `npx skills` flows.
- ★★★★★Dhruvi Jain· Apr 4, 2024
decision-helper has been reliable in day-to-day use. Documentation quality is above average for community skills.
- ★★★★★Rahul Santra· Mar 3, 2024
Solid pick for teams standardizing on skills: decision-helper is focused, and the summary matches what you get after install.
- ★★★★★Pratham Ware· Feb 2, 2024
We added decision-helper from the explainx registry; install was straightforward and the SKILL.md answered most questions upfront.
- ★★★★★Yash Thakker· Jan 1, 2024
decision-helper fits our agent workflows well — practical, well scoped, and easy to wire into existing repos.