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developer-growth-analysis

Analyze Claude Code chat history to generate a developer growth report.

Updated Jul 11, 2022
Search Tags:#coding patterns#developer growth#chat history analysis#slack reporting#skills coaching#hackernews curation#personalized recommendations
One-click install
npx skills add https://github.com/zhengfran/dotconfig --skill developer-growth-analysis-zhengfran
Or copy as Structured Prompt for Agent▼
Please help me install this Agent Skill.
Skill: developer-growth-analysis
Source: https://github.com/zhengfran/dotconfig/tree/main/tools/ai/agents/skills/developer-growth-analysis
Command: npx skills add https://github.com/zhengfran/dotconfig --skill developer-growth-analysis-zhengfran

SYSTEM DOCUMENTATION & REQUIREMENTS

What problem does it solve?

It converts your recent Claude Code development activity into actionable, evidence-based guidance so you can improve faster without waiting for external code reviews.

Core Features & Use Cases

  • Pattern-based improvement detection: Reviews recent chat history to infer recurring strengths, challenges, and gaps tied to your work.
  • Prioritized coaching report: Produces a structured report with work summary, prioritized improvement areas, strengths, and concrete action items.
  • Curated learning resources: Searches HackerNews to recommend relevant articles/discussions for each identified improvement area.
  • Slack DM delivery: Sends the formatted report to your Slack direct messages for easy follow-up.

Quick Start

Ask: Analyze my developer growth from my recent chats.

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 my developer growth from recent Claude Code chat history?▼

Analyzing developer growth from Claude Code chat history involves reading your local history file to identify recurring coding patterns and skill gaps, producing a personalized coaching report with targeted learning recommendations.

How does chat history analysis identify coding patterns and skill gaps?▼

Chat history analysis works by reviewing your recent development conversations to infer recurring strengths, challenges, and gaps tied to your work, then structuring those findings into a prioritized improvement report.

Can I get personalized coding recommendations sent to my Slack DMs?▼

You can receive personalized coding recommendations in Slack DMs by analyzing your recent Claude Code activity, curating relevant HackerNews articles for improvement areas, and delivering the formatted growth report directly to your direct messages.

What is the best way to get automated skills coaching between active coding projects?▼

Automated skills coaching between active projects is best achieved by processing your last 24 to 48 hours of Claude Code chat history to generate evidence-based guidance, prioritized improvement areas, and concrete action items.

Does this developer growth analysis require reading local Claude Code files?▼

Yes, developer growth analysis requires reading the local ~/.claude/history.jsonl file to access your recent chat history and extract work patterns for generating the personalized growth report.

How are HackerNews resources curated for my specific coding improvement areas?▼

HackerNews resources are curated by searching for relevant articles and discussions that directly match each identified skill gap and improvement area extracted from your recent Claude Code development activity.

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