How does the skill access my chat history?

The skill reads the local history.jsonl file stored by Claude Code on your machine, specifically filtering for interactions within the last 24 to 48 hours.

Do I need a Slack connection for this skill to work?

While the Slack integration is recommended for saving your reports, the skill can still generate the growth analysis and display it directly in your terminal.

Is my code shared with HackerNews or Slack during analysis?

No. The analysis is performed locally within your Claude session. Only the final summary report and search queries for learning resources are sent to external services.

What kind of improvement areas can it identify?

It identifies specific patterns like inefficient TypeScript usage, security concerns in UI, database query optimization needs, and complex architectural challenges.

How are the learning resources selected?

The skill uses the Rube MCP to search HackerNews for high-engagement articles and discussions that specifically match the technologies and gaps identified in your work.

Developer Growth Analysis

Name: Developer Growth Analysis
Author: frostant

byfrostant

•

学习与文档

Analyzes your coding patterns and chat history to provide personalized feedback, curated learning resources, and Slack-delivered growth reports.

关于

This skill acts as an automated engineering mentor by scanning your local Claude Code chat history to detect technical gaps, recurring challenges, and areas for improvement. It goes beyond simple metrics to identify architectural patterns and problem-solving habits, then curates high-quality learning resources from HackerNews tailored to your specific work. By delivering a structured growth report directly to your Slack DMs, it helps you maintain a data-driven path toward technical mastery without needing to wait for formal peer reviews.

主要功能

Evidence-based identification of technical skill gaps
Structured growth reports with prioritized action items
Curated educational resource discovery via HackerNews
Automated Slack delivery for easy reference and tracking
1 GitHub stars
Automated local chat history analysis for pattern recognition

使用场景

Conducting self-directed professional development based on real-world coding tasks
Identifying recurring technical struggles across multiple projects
Finding relevant educational content that solves immediate performance or logic challenges

关于

主要功能

Evidence-based identification of technical skill gaps
Structured growth reports with prioritized action items
Curated educational resource discovery via HackerNews
Automated Slack delivery for easy reference and tracking
1 GitHub stars
Automated local chat history analysis for pattern recognition

使用场景

Conducting self-directed professional development based on real-world coding tasks
Identifying recurring technical struggles across multiple projects
Finding relevant educational content that solves immediate performance or logic challenges