Data Analyzer

SkillDatabases & data

Analyze datasets and extract insights. Use when user needs to understand data patterns, statistics, or trends.

Available today. Use it from your connected AI after setup.

Connect ahel once, and every AI you use reads what you have installed.

Then ask your AI: use the Data Analyzer skill

What this skill tells your AI

The instructions your AI receives, as published by hidorakai002/ai-workspace-archive in ai_agent_frameworks/major_frameworks/camel/examples/toolkits/skill_toolkit_example/.camel/skills/data-analyzer/SKILL.md and read by ahel’s review.

Analyze data and provide statistical insights.

Workflow

  1. Load and inspect the data structure
  2. Compute basic statistics (mean, median, std, min, max)
  3. Identify patterns and anomalies
  4. Summarize key findings

Output Format

Provide analysis in this structure:

## Data Overview
- Total records: X
- Columns: [list]

## Key Statistics
| Metric | Value |
|--------|-------|
| ...    | ...   |

## Insights
- Finding 1
- Finding 2

Guidelines

  • Always validate data types before analysis
  • Handle missing values explicitly
  • Report confidence levels for statistical claims

Signals

GitHub stars
35
Forks
13
Last commit
Sep 2026
Advanced
Catalog kind
skill
Gateway key
data-analyzer-hidorakai002
Source
github.com/hidorakai002/ai-workspace-archive