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developer-growth-analysis

Analyze Claude Code chat history to generate personalized growth reports.

Updated Jan 7, 2026
Search Tags:#analysis#growth#slack#hackernews#learning-resources#chat-history
One-click install
npx skills add https://github.com/jpolog/nix-os --skill developer-growth-analysis-jpolog
Or copy as Structured Prompt for Agent▼
Please help me install this Agent Skill.
Skill: developer-growth-analysis
Source: https://github.com/jpolog/nix-os/tree/main/pi-agent-data/agent/skills/developer-growth-analysis
Command: npx skills add https://github.com/jpolog/nix-os --skill developer-growth-analysis-jpolog

SYSTEM DOCUMENTATION & REQUIREMENTS

What problem does it solve?

Analyzes your Claude Code chat history to identify coding patterns, growth gaps, and areas for improvement, curates learning resources from HackerNews, and delivers a personalized growth report to your Slack DMs.

Core Features & Use Cases

  • Chat-history analysis: Reads recent Claude Code chats (last 24-48 hours) to surface patterns across projects, technologies, and problems.
  • Personalized growth report: Generates a structured report with improvement areas, recommended actions, and concrete time estimates.
  • Resource curation: Uses HackerNews to assemble high-quality learning resources tailored to identified gaps.
  • Delivery: Automatically sends the complete report to your Slack direct messages for easy reference.

Quick Start

Ask Claude to analyze your recent coding chats and generate a growth report.

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 coding patterns and growth gaps?▼

Analyzing Claude Code chat history involves reading recent chats from the past 24-48 hours to surface development patterns, identify growth gaps, and produce a personalized report with recommended actions.

Can I get personalized developer learning resources curated from HackerNews?▼

You can curate high-quality learning resources from HackerNews by identifying growth gaps in your coding patterns and tailoring resource recommendations to address those specific development improvement areas.

How do I send a personalized coding growth report to Slack DMs?▼

Sending a personalized coding growth report to Slack DMs requires analyzing your recent Claude Code chats, generating a structured report with time-bound recommendations, and automatically delivering it to your direct messages.

Does the chat-history analysis cover multiple projects and technologies?▼

Chat-history analysis covers multiple projects and technologies by reading your Claude Code chats from the last 24-48 hours to identify cross-project development patterns and problem types.

What is included in a personalized developer growth report?▼

A personalized developer growth report includes identified improvement areas, recommended actions, concrete time estimates for tasks, and curated learning resources tailored to your specific coding gaps.

Are there privacy limitations when analyzing Claude Code chats for development patterns?▼

Analyzing Claude Code chats for development patterns ensures privacy by processing only your recent 24-48 hour chat history and delivering the resulting growth insights directly to your private Slack DMs.

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