developer-growth-analysis

Analyze Claude Code chat history to identify coding patterns and development gaps.

3.3k|453|Updated Jul 25, 2025
One-click install
npx skills add https://github.com/davepoon/buildwithclaude --skill developer-growth-analysis-davepoon
Or copy as Structured Prompt for Agent
Please help me install this Agent Skill.
Skill: developer-growth-analysis
Source: https://github.com/davepoon/buildwithclaude/tree/main/plugins/all-skills/skills/developer-growth-analysis
Command: npx skills add https://github.com/davepoon/buildwithclaude --skill developer-growth-analysis-davepoon

SYSTEM DOCUMENTATION & REQUIREMENTS

What problem does it solve?

This skill helps developers get structured, data-driven feedback from their own work history by turning informal learning into actionable growth insights. It addresses the lack of quick, personalized feedback and the time-consuming process of manual self-review.

Core Features & Use Cases

  • Analyze Claude Code chat history to identify coding patterns and development gaps.
  • Curate learning resources from HackerNews tailored to identified growth areas.
  • Deliver a personalized growth report to your Slack DMs with actionable recommendations.

Quick Start

Ask Claude to analyze my recent chats for growth insights.

Frequently Asked Questions about developer-growth-analysis

High-intent search queries and answers about installing and using this skill.

FAQPage Schema
How do I analyze Claude Code chat history for developer growth insights?

Chat history analysis works by reading local conversation logs from ~/.claude/history.jsonl to identify coding patterns, development gaps, and growth opportunities. It evaluates recent interactions from the past 24 to 48 hours to generate actionable developer feedback.

Can I get personalized HackerNews learning resources for my coding gaps?

Personalized HackerNews learning resources are curated by evaluating your identified development gaps against available materials. The analysis matches your specific coding weaknesses with relevant HackerNews content to deliver targeted learning suggestions.

How do I send a developer growth report to my Slack DMs?

Developer growth reports are sent to Slack DMs after analyzing your local Claude Code chat history. The generated output includes actionable coding recommendations and curated HackerNews resources delivered directly as a personalized Slack message.

Does chat history analysis require a specific history file format?

Chat history analysis requires a local JSONL file format, specifically reading conversation records from the ~/.claude/history.jsonl path. This file must exist locally to successfully extract coding patterns and generate growth insights.

What is the best way to identify coding patterns from recent conversations?

Identifying coding patterns from recent conversations is best achieved by scoping the analysis to the past 24 to 48 hours of local chat history. This timeframe captures immediate development habits and gaps for accurate growth feedback.