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developer-growth-analysis

Analyze Claude Code chat logs to identify coding patterns and skill gaps.

Updated Dec 21, 2025
Search Tags:#chat analysis#slack report#coding patterns#developer growth#learning resources#skill gaps
One-click install
npx skills add https://github.com/ai-wes/glassbox-operator --skill developer-growth-analysis-ai-wes
Or copy as Structured Prompt for Agent▼
Please help me install this Agent Skill.
Skill: developer-growth-analysis
Source: https://github.com/ai-wes/glassbox-operator/tree/main/awesome-claude-skills/developer-growth-analysis
Command: npx skills add https://github.com/ai-wes/glassbox-operator --skill developer-growth-analysis-ai-wes

SYSTEM DOCUMENTATION & REQUIREMENTS

What problem does it solve?

It turns recent Claude Code chat history into a personalized view of how you work, where you struggle, and what to improve next, so you can grow faster without manually reviewing your own conversations.

Core Features & Use Cases

  • Work Pattern Analysis: Reviews your last 24 to 48 hours of chat history to summarize projects, technologies, problem types, and recurring challenges.
  • Prioritized Improvement Areas: Identifies 3 to 5 specific, evidence-based skill gaps and turns them into actionable recommendations.
  • Curated Learning Resources: Searches Hacker News for relevant articles and discussions tied to each improvement area.
  • Slack Delivery: Formats the final report and sends it to your Slack direct messages for easy follow-up and sharing.

Quick Start

Ask Claude to analyze your recent coding work and generate a developer growth report from the last day or two.

Frequently Asked Questions about developer-growth-analysis

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

FAQPage Schema
How do I analyze recent Claude Code chat history for coding patterns?▼

You can analyze recent Claude Code chat history by processing timestamped local chat logs to identify recurring coding patterns, summarize projects, and detect growth opportunities across backend, frontend, DevOps, and debugging tasks.

What is the best way to identify developer skill gaps from recent coding work?▼

Identifying developer skill gaps involves reviewing your last 24 to 48 hours of chat history to extract evidence-based categorizations of recurring challenges, turning them into prioritized, actionable improvement areas.

Can I use this to generate a personalized learning plan from chat logs?▼

Yes, you can generate a personalized learning plan by mapping identified skill gaps to curated learning resources, searching Hacker News for relevant articles and discussions tied to each specific improvement area.

How do I send a coding pattern analysis report to Slack?▼

To send a coding pattern analysis report to Slack, the tool formats the structured report with prioritized action items and delivers it directly to your Slack direct messages for easy follow-up and sharing.

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