How does this skill analyze my coding work?

It reads your local Claude Code history file to identify the technologies you use, the types of problems you solve, and areas where you encountered repeated challenges or debugging cycles.

What does the Slack report include?

The report contains a work summary, prioritized improvement areas with specific evidence from your code, actionable recommendations, and a curated list of relevant articles.

Is my chat history shared with external services?

The analysis is performed locally by Claude. Only the identified topics are used to search for resources, and the final report is sent to your private Slack DM.

Where does the skill find learning resources?

The skill uses Rube MCP to search HackerNews for high-engagement articles, tutorials, and discussions that specifically address the improvement areas identified in your report.

Can I analyze a specific timeframe?

Yes, you can ask Claude to analyze your work from 'today', 'the last 48 hours', or your overall recent developer growth history.

Developer Growth Analysis

Name: Developer Growth Analysis
Author: sarfraznawaz2005

bysarfraznawaz2005

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Learning & Documentation

Analyzes your recent coding interactions to identify skill gaps and curates personalized learning resources delivered via Slack.

Developer Growth Analysis acts as an automated engineering mentor by scanning your local Claude Code chat history to detect recurring technical challenges, architectural patterns, and development habits. It identifies specific areas for improvement—such as TypeScript mastery, secure data handling, or async patterns—and cross-references these gaps with high-quality articles and discussions from HackerNews. The skill culminates in a structured growth report delivered directly to your Slack DMs, providing actionable advice and a custom reading list tailored precisely to the work you are doing today.

Key Features

01Comprehensive growth reports with prioritized action items

02Automated chat history analysis for pattern and habit recognition

03AI-curated learning resources sourced from top HackerNews discussions

041 GitHub stars

05Evidence-based identification of technical knowledge gaps

06Automated Slack DM delivery for easy reference and tracking

Use Cases

01Engineers wanting to identify and bridge specific technical gaps in their current stack

02Developers seeking data-driven feedback on their coding patterns without formal peer reviews

03Continuous learners looking for personalized reading lists based on real-world challenges

What are Skills?·How to Install

Install with 🐟 Skill.Fish

npx skillfish add sarfraznawaz2005/agent-skills-collection developer-growth-analysis

For use in Claude.ai and ChatGPT

Download Skill