Is my chat data sent to a third party?

The analysis is performed locally by Claude. While it uses external tools to search HackerNews for articles and Slack to deliver the report, your raw history remains within your local environment.

Do I need a Slack account to use this?

Slack is the primary delivery method for the formatted report, allowing you to reference it easily later. However, the core analysis can also be viewed within your terminal session.

What kind of patterns does the skill identify?

It looks for recurring challenges in your chat history, such as repeated questions about specific technologies, complex architectural struggles, or patterns in how you approach debugging and refactoring.

How far back does the analysis go?

The skill typically analyzes your local Claude Code chat history from the last 24 to 48 hours to provide timely, relevant feedback on your current work projects.

Developer Growth Analysis

Name: Developer Growth Analysis
Author: plurigrid

byplurigrid

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Learning & Documentation

Analyzes your Claude Code interactions to provide data-driven feedback on coding patterns and personalized learning resources.

Developer Growth Analysis acts as an automated mentor by scanning your recent Claude Code chat history to detect recurring technical challenges and behavioral patterns. It generates a comprehensive report that highlights specific areas for improvement—such as security practices or advanced language features—and cross-references them with high-quality articles from HackerNews to provide a tailored learning path. This skill is ideal for engineers seeking objective feedback and structured self-improvement without the overhead of manual tracking or formal code reviews.

Key Features

012 GitHub stars

02Personalized Slack-delivered growth reports

03Curated learning resources from HackerNews discussions

04Actionable task prioritization for professional development

05Automated chat history auditing for patterns and habits

06Evidence-based identification of technical skill gaps

Use Cases

01Self-guided professional development and skills tracking

02Preparing for performance reviews or technical mentorship sessions

03Identifying recurring bugs or architectural anti-patterns in recent work

What are Skills?·How to Install

Install with 🐟 Skill.Fish

npx skillfish add plurigrid/asi developer-growth-analysis

For use in Claude.ai and ChatGPT

Download Skill