---
id: sm-decision-helper
name: "decision-helper"
url: https://skills.yangsir.net/skill/sm-decision-helper
author: shubhamsaboo
domain: data-ai
tags: ["decision-support-systems", "ai-assisted-decision-making", "data-analysis", "business-intelligence"]
install_count: 2000
rating: 4.30 (99 reviews)
github: https://github.com/shubhamsaboo/awesome-llm-apps
---

# decision-helper

> 优秀LLM应用、AI代理和RAG的集合，采用OpenAI、Anthropic、G等技术。

**Stats**: 2,000 installs · 4.3/5 (99 reviews)

## Before / After 对比

### 智能决策辅助，提升决策质量与效率

## Readme

# decision-helper

# 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*
Weekly Installs996Repository[shubhamsaboo/aw…llm-apps](https://github.com/shubhamsaboo/awesome-llm-apps)GitHub Stars102.6KFirst SeenFeb 5, 2026Security Audits[Gen Agent Trust HubPass](/shubhamsaboo/awesome-llm-apps/decision-helper/security/agent-trust-hub)[SocketPass](/shubhamsaboo/awesome-llm-apps/decision-helper/security/socket)[SnykPass](/shubhamsaboo/awesome-llm-apps/decision-helper/security/snyk)Installed onopencode929gemini-cli905codex901github-copilot877kimi-cli853amp843

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*Source: https://skills.yangsir.net/skill/sm-decision-helper*
*Markdown mirror: https://skills.yangsir.net/api/skill/sm-decision-helper/markdown*