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KIM-KYOUNG-OH
KIM-KYOUNG-OHCOMMUNITY
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usage-pattern-analyzer

Analyzes Claude Code session logs and stats-cache.json to identify usage trends and automation opportunities.

Updated Feb 9, 2026
Search Tags:#automation#analytics#productivity#claude-code#analyze#session-logs#usage-patterns
One-click install
npx skills add https://github.com/KIM-KYOUNG-OH/dotfiles --skill usage-pattern-analyzer
Or copy as Structured Prompt for Agent▼
Please help me install this Agent Skill.
Skill: usage-pattern-analyzer
Source: https://github.com/KIM-KYOUNG-OH/dotfiles/tree/main/.claude/skills/usage-pattern-analyzer
Command: npx skills add https://github.com/KIM-KYOUNG-OH/dotfiles --skill usage-pattern-analyzer

SYSTEM DOCUMENTATION & REQUIREMENTS

What problem does it solve?

Claude Code usage patterns across sessions and stats caches to reveal productivity trends and repetitive tasks, enabling targeted automation proposals.

Core Features & Use Cases

  • Analyze tool usage frequency across Claude Code sessions.
  • Identify time-of-day productivity patterns and repeat tasks.
  • Visualize tool combinations and file-type usage to inform automation decisions.
  • Use cases: generate weekly analytics reports, suggest automation opportunities, and guide agent tooling improvements.

Quick Start

Run /usage-pattern-analyzer to generate a full pattern analytics report.

Frequently Asked Questions about usage-pattern-analyzer

High-intent search queries and answers about installing and using this skill.

FAQPage Schema
How do I analyze Claude Code usage patterns from session logs?▼

Analyze Claude Code usage patterns by processing local session logs, stats-cache.json, and history.jsonl files to identify tool frequency, productivity trends, and repetitive tasks. This analysis produces a structured analytics report with actionable automation recommendations.

What's the best way to identify repetitive tasks in Claude Code transcripts?▼

Identify repetitive tasks in Claude Code transcripts by applying usage pattern analysis to session history and stats-cache.json. The skill evaluates tool combinations and file-type usage to highlight automation opportunities and guide agent tooling improvements.

Does the usage pattern analyzer require access to local Claude Code data?▼

Yes, the usage pattern analyzer requires access to local Claude Code data, specifically stats-cache.json, history.jsonl, and transcripts. It processes these local files to generate structured analytics reports on tool frequency and productivity trends.

Can I generate a weekly analytics report for Claude Code tool usage?▼

Generate a weekly analytics report for Claude Code tool usage by running the analyzer on accumulated session logs and stats-cache.json. It identifies time-of-day productivity patterns and visualizes tool combinations to produce documentation-ready outputs.

How do I get automation recommendations from Claude Code history logs?▼

Get automation recommendations from Claude Code history logs by analyzing tool usage frequency and repetitive tasks within history.jsonl. The skill applies pattern analysis to suggest targeted automation proposals and guide agent tooling improvements.

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