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developer-growth-analysis

Analyzes Claude Code chat history to generate a growth report with prioritized actions and Slack delivery.

76|3|Updated Jan 20, 2026
Search Tags:#slack#analyze#hackernews#learning-resources#growth-report#chat-history#developer-growth
One-click install
npx skills add https://github.com/evolving-machines-lab/evolve --skill developer-growth-analysis-evolving-machines-lab
Or copy as Structured Prompt for Agent▼
Please help me install this Agent Skill.
Skill: developer-growth-analysis
Source: https://github.com/evolving-machines-lab/evolve/tree/main/skills/developer-growth-analysis
Command: npx skills add https://github.com/evolving-machines-lab/evolve --skill developer-growth-analysis-evolving-machines-lab

SYSTEM DOCUMENTATION & REQUIREMENTS

What problem does it solve?

This skill analyzes your Claude Code chat history to identify patterns, gaps, and actionable growth opportunities, then compiles a personalized improvement plan.

Core Features & Use Cases

  • Analyzes recent Claude Code chats to extract development patterns, tech focus, and recurring challenges.
  • Generates a prioritized growth report with specific recommendations and time-bound learning actions.
  • Curates high-quality HackerNews resources relevant to the identified gaps and delivers the full report to Slack DMs.

Quick Start

Analyze my Claude Code chats to generate a personalized growth report and deliver it to my Slack DMs.

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 Claude Code chat history to track my developer growth?▼

You can analyze Claude Code chat history by processing the local ~/.claude/history.jsonl file to extract development patterns, recurring challenges, and tech focus. This generates a personalized growth report with prioritized improvement areas and time estimates.

Can I get personalized coding improvement recommendations sent to Slack?▼

Yes, you can receive a structured markdown growth report via Slack DMs. The analysis extracts coding patterns from recent chats and delivers prioritized improvement areas, action items, and curated learning resources directly to your Slack.

How does chat history analysis curate relevant learning resources?▼

Chat history analysis identifies your technical gaps and recurring challenges, then reads HackerNews to curate high-quality, relevant learning resources. It matches your identified development patterns with trending articles to create targeted learning actions.

What timeframe of coding chats does the developer growth analysis cover?▼

Developer growth analysis covers recent work over a 24 to 48 hour period. It applies to your latest Claude Code chat history to ensure the extracted development patterns and improvement recommendations are highly relevant to your current work.

Do I need a local history.jsonl file to generate a coding growth report?▼

Yes, you need local chat history stored at ~/.claude/history.jsonl to generate a growth report. The analysis reads this file directly to extract your development patterns, tech focus, and recurring challenges for personalized improvement planning.

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