activitywatch-analysis-skill

🥈Silver

Analyzes ActivityWatch data to calculate focus scores, detect repetitive app switching, and generate actionable insights. Benefits operations teams by identifying productivity patterns and areas for improvement. Integrates with ActivityWatch and Claude Code.

1520Updated 1w ago

Intermediate30min to implementautomation

Saves ~60 min per use

Quick InstallView Source

git clone https://github.com/BayramAnnakov/activitywatch-analysis-skill.git

Works with:

Claude

Overview

About This Skill

Setup & Installation

Quick Install

No install command available. Check the GitHub repository for manual installation instructions.

Alternative Install (Git Clone)

git clone https://github.com/BayramAnnakov/activitywatch-analysis-skill

Requirements

Claude Code or compatible AI agent
Works with: Claude

Quick Start Guide

Install the Skill

Copy the install command above and run it in your terminal.

Open Your AI Agent

Launch Claude Code, Cursor, or your preferred AI coding agent.

Try It Out

Use the prompt template or examples below to test the skill.

Customize

Adapt the skill to your specific use case and workflow.

Usage Examples

Prompt Template

Analyze my ActivityWatch data from [DATE RANGE] and provide a detailed report. Calculate my focus score, identify any repetitive app switching patterns, and suggest actionable improvements. My primary work involves [TASK TYPES] in the [INDUSTRY] sector.

Example Output

# ActivityWatch Analysis Report

## Focus Score
- **Overall Focus Score:** 78/100
- **Peak Focus Period:** 10:00 AM - 12:00 PM (Focus Score: 92)
- **Lowest Focus Period:** 2:00 PM - 4:00 PM (Focus Score: 65)

## Repetitive App Switching Patterns
- **Most Frequent App Switch:** Slack to Email (18 times)
- **Potential Death Loop:** Browser to Notepad (12 times)
- **Suggested Improvement:** Use browser bookmarks or a task manager to reduce switching.

## Actionable Insights
- **Schedule Deep Work Blocks:** Based on peak focus periods.
- **Minimize Distractions:** Consider using focus apps during low focus periods.
- **Batch Similar Tasks:** Group email and Slack tasks to reduce switching.