Is my code shared publicly during the analysis?

No, the analysis is performed locally by the AI, and the resulting report is sent privately to your personal Slack direct messages.

How are the learning resources selected?

The skill identifies your specific technical gaps and uses the Rube MCP to search HackerNews for high-quality, high-engagement articles matching those topics.

How does this skill access my chat history?

The skill reads the local history.jsonl file stored by Claude Code on your machine to analyze interactions from the last 24 to 48 hours.

Do I need a Slack account to use this skill?

Yes, a Slack connection via Rube MCP is required to deliver the formatted growth report to your direct messages for easy reference.

Developer Growth Analysis

Name: Developer Growth Analysis
Author: pur3v4d3r

bypur3v4d3r

•

Learning & Documentation

Analyzes recent Claude Code interactions to identify skill gaps and deliver personalized learning resources directly to your Slack workspace.

The Developer Growth Analysis skill automates the professional development feedback loop by parsing your local Claude Code chat history to detect recurring technical challenges, technology patterns, and architectural habits. It transforms raw activity data from the past 48 hours into an actionable growth report, featuring evidence-based recommendations and curated learning resources from HackerNews, ensuring you continuously improve your craft without needing formal manual reviews.

Key Features

011 GitHub stars

02Automated local chat history parsing and pattern recognition

03Automated report delivery to Slack DMs via Rube MCP

04Actionable task prioritization based on recent work focus

05Real-time curation of learning resources from HackerNews

06Evidence-based identification of technical knowledge gaps

Use Cases

01Self-guided professional development for engineers

02Identifying recurring technical bottlenecks in daily workflows

03Generating data-driven summaries for performance reviews or 1-on-1s

What are Skills?·How to Install

Install with 🐟 Skill.Fish

npx skillfish add pur3v4d3r/pur3-pkb-codebase developer-growth-analysis

For use in Claude.ai and ChatGPT

Download Skill