Can I customize the analysis time frame?

Yes, you can specify periods such as 'today's work' or 'the last two days' when prompting Claude to run the growth analysis.

How does the skill access my development history?

The skill reads the local `~/.claude/history.jsonl` file on your machine to analyze recent messages, timestamps, and project context from the last 24-48 hours.

Is my chat data shared with third parties?

The analysis is performed by Claude locally. Only anonymized search queries related to your skill gaps are sent to HackerNews, and the final report is sent to your private Slack connection.

What kind of improvement areas can it identify?

It detects patterns such as repeated struggles with specific syntax, inefficient error handling, architectural bottlenecks, or challenges with specific frameworks like React or TypeScript.

Do I need a specific Slack configuration?

The skill uses the Rube MCP connection. If you aren't connected, the skill will guide you through the Slack authentication process using RUBE_MANAGE_CONNECTIONS.

Developer Growth Analysis

Name: Developer Growth Analysis
Author: MonIKaMR25

byMonIKaMR25

0•

Learning & Documentation

Analyzes coding history to identify skill gaps, curates personalized learning resources from HackerNews, and delivers growth reports via Slack.

Developer Growth Analysis is a powerful self-improvement tool that transforms your Claude Code chat history into a data-driven professional development roadmap. By scanning your recent technical interactions, the skill identifies recurring challenges, architectural patterns, and specific knowledge gaps. It goes beyond simple analysis by automatically sourcing high-quality educational content from HackerNews tailored to your current work and delivering a structured, actionable report directly to your Slack DMs. This is an essential tool for developers who want to track their progress and accelerate their learning loop without manual overhead.

Key Features

01Comprehensive markdown report generation with actionable goals

020 GitHub stars

03Direct Slack integration for persistent, easy-to-reference feedback

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

05Pattern-based identification of technical skill gaps and strengths

06Smart curation of HackerNews articles based on identified needs

Use Cases

01Generating a personalized reading list of high-quality engineering articles

02Tracking professional development progress for performance reviews and 1:1 meetings

03Conducting a weekly self-retrospective to find recurring technical blockers

What are Skills?·How to Install

Install with 🐟 Skill.Fish

npx skillfish add monikamr25/awesome-claude-skills developer-growth-analysis

For use in Claude.ai and ChatGPT

Download Skill