promachos/prompts/analyze.md

Standardized protocol for human-AI collaboration - making AI assistance predictable, trackable, and scalable

# Analysis Prompt Template

## Purpose
Use this template when analyzing code, documents, or data.

## Instructions

### 1. Initial Assessment
- Identify the type of content being analyzed
- Determine the scope and boundaries
- Note any immediate observations

### 2. Detailed Analysis
Perform a systematic analysis covering:

#### For Code:
- **Structure**: Overall architecture and organization
- **Functionality**: What the code does and how
- **Quality**: Code standards, best practices
- **Performance**: Efficiency considerations
- **Security**: Potential vulnerabilities
- **Dependencies**: External requirements
- **Documentation**: Comments and clarity

#### For Documents:
- **Content**: Main topics and themes
- **Structure**: Organization and flow
- **Clarity**: Readability and comprehension
- **Completeness**: Missing elements
- **Accuracy**: Factual correctness
- **Relevance**: Alignment with objectives

#### For Data:
- **Format**: Structure and schema
- **Quality**: Completeness and accuracy
- **Patterns**: Trends and insights
- **Anomalies**: Outliers or issues
- **Statistics**: Key metrics
- **Visualization**: Best representation methods

### 3. Findings Summary
- List key findings
- Highlight critical issues
- Note areas of excellence
- Identify improvement opportunities

### 4. Recommendations
- Prioritized action items
- Specific suggestions
- Resource requirements
- Implementation approach

### 5. Output Format
Present findings in a clear, structured format:
1. Executive Summary
2. Detailed Analysis
3. Key Findings
4. Recommendations
5. Next Steps

## Example Usage
"Please analyze [target] using the analysis template, focusing on [specific aspects]."