How often should I run the growth analysis?

The skill is optimized for the past 24-48 hours of work, making it most effective when used daily or every other day to maintain a tight feedback loop.

Is my data sent to any third-party services?

The analysis is performed locally by Claude. Only summarized search queries are sent to HackerNews, and the final report is sent to your own Slack DM if connected.

How does the skill analyze my work history?

The skill reads your local Claude Code history file to understand the technologies you're using, the problems you're solving, and the areas where you've requested the most help.

Do I need to be a Slack user to use this skill?

While the skill is optimized for Slack delivery, the core analysis and resource curation can still be viewed within your Claude Code terminal environment.

Where are the learning resources sourced from?

It specifically searches HackerNews for high-quality, community-vetted articles and discussions that match the technical gaps identified in your recent work.

Developer Growth Analysis

Name: Developer Growth Analysis
Author: EmaBilibili

byEmaBilibili

0•

Learning & Documentation

Analyzes your coding patterns and chat history to provide personalized technical feedback and curated learning resources via Slack.

This skill serves as an automated mentor by analyzing your local Claude Code interactions to identify recurring technical challenges, knowledge gaps, and architectural patterns. By scanning your chat history from the past 48 hours, it generates data-driven growth reports, finds high-quality educational articles from HackerNews tailored to your current projects, and automatically delivers a structured action plan directly to your Slack DMs. It is designed for developers who want a continuous feedback loop and targeted learning resources to accelerate their professional growth without waiting for formal code reviews.

Key Features

01Pattern recognition for technical gaps and recurring challenges

02Comprehensive growth reporting with prioritized action items

03Automatic Slack DM delivery for easy reference and tracking

04Automated local chat history analysis (24-48 hour window)

050 GitHub stars

06Tailored resource discovery via HackerNews search integration

Use Cases

01Generating a daily self-reflection report on coding habits and struggles

02Maintaining a persistent log of technical growth and areas for improvement

03Finding specific educational material to bridge knowledge gaps identified during development

What are Skills?·How to Install

Install with 🐟 Skill.Fish

npx skillfish add emabilibili/my-portfolio developer-growth-analysis

For use in Claude.ai and ChatGPT

Key Features

01Pattern recognition for technical gaps and recurring challenges

02Comprehensive growth reporting with prioritized action items

03Automatic Slack DM delivery for easy reference and tracking

04Automated local chat history analysis (24-48 hour window)

050 GitHub stars

06Tailored resource discovery via HackerNews search integration

Use Cases

01Generating a daily self-reflection report on coding habits and struggles

02Maintaining a persistent log of technical growth and areas for improvement

03Finding specific educational material to bridge knowledge gaps identified during development

What are Skills?·How to Install

Install with 🐟 Skill.Fish

npx skillfish add emabilibili/my-portfolio developer-growth-analysis

For use in Claude.ai and ChatGPT