# Analysis Patterns

> Data analysis, pattern recognition, and systematic troubleshooting patterns

- Skill: `mindmorass/analysis-patterns` (Agent Skill)
- Install (CLI): `npx skillmds@latest add mindmorass/analysis-patterns`
- Raw SKILL.md: https://api.skillmd.com/api/skills/mindmorass/analysis-patterns/raw
- Safety review: pending
- Works with: Claude Code, Claude.ai, OpenAI Codex
- Category: Coding & Dev Tools
- Author: mindmorass (https://skillmd.com/u/mindmorass)
- Updated: 2026-09-09
- Page: https://skillmd.com/skills/mindmorass/analysis-patterns

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# Analysis Patterns

Patterns for data analysis, metrics evaluation, and systematic troubleshooting.

## Core Approaches

### Data Analysis
- Examine data for patterns, anomalies, and insights
- Assess performance metrics and KPIs
- Visualize complex relationships with mermaid or graphviz

### Systematic Troubleshooting
- **Divide and conquer**: Split problem space in half repeatedly
- **Binary search**: Isolate variables to find root cause
- **Timeline analysis**: Map events chronologically

## Analysis Checklist

1. **Context**: Understand the full picture before diving in
2. **Data quality**: Verify data accuracy and completeness
3. **Patterns**: Look for trends, cycles, outliers
4. **Root cause**: Don't stop at symptoms
5. **Evidence**: Document findings with supporting data
6. **Visualization**: Create diagrams to communicate findings

## Visualization Tools

Use `graphviz-diagrams` skill or `documentation-generator:mermaid-expert` for:
- Flowcharts showing data flow
- Sequence diagrams for event timelines
- State diagrams for system states
- Pie/bar charts for distributions