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developer-growth-analysis

Analyzes Claude Code chat history to generate personalized developer growth reports delivered via Slack.

Updated Jul 30, 2026
Search Tags:#slack#code patterns#developer growth#learning resources#hackernews#chat history analysis#skill gaps
One-click install
npx skills add https://github.com/johsquaree/claude-basic-docs --skill developer-growth-analysis-johsquaree
Or copy as Structured Prompt for Agent▼
Please help me install this Agent Skill.
Skill: developer-growth-analysis
Source: https://github.com/johsquaree/claude-basic-docs/tree/main/.claude/skills/developer-growth-analysis
Command: npx skills add https://github.com/johsquaree/claude-basic-docs --skill developer-growth-analysis-johsquaree

SYSTEM DOCUMENTATION & REQUIREMENTS

What problem does it solve? Developers rarely get structured, data-driven feedback on their own coding habits and skill gaps. This Skill turns your recent Claude Code chat history into an evidence-based growth report with prioritized improvement areas and curated learning resources, delivered straight to your Slack DMs. ## Core Features & Use Cases - Chat History Analysis: Reads your local Claude Code history (~/.claude/history.jsonl) from the past 24-48 hours to identify projects, technologies, problem types, and recurring challenges. - Prioritized Improvement Areas: Detects 3-5 specific, evidence-based skill gaps with concrete recommendations and time estimates. - Curated Learning Resources: Searches HackerNews via Rube MCP for high-engagement articles matched to each improvement area. - Slack Delivery: Sends the formatted report to your own Slack DMs using Rube MCP, handling connection auth if needed. - Use Case: A developer runs a weekly review to discover they repeatedly struggle with TypeScript generics, then receives targeted articles and action items to close that gap. ## Quick Start Ask Claude to analyze your developer growth from your recent chats and send the report to your Slack DMs.

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 Claude Code chat history for skill gaps?▼

Ask Claude to analyze your developer growth from recent chats. The skill reads ~/.claude/history.jsonl, filters entries from the past 24-48 hours, and identifies patterns in your projects, technologies, and recurring challenges.

What data does the developer growth report include?▼

The report includes a work summary, 3-5 prioritized improvement areas with evidence and recommendations, observed strengths, action items, and curated HackerNews learning resources matched to each improvement area.

How does the skill send the report to Slack?▼

It uses Rube MCP to check your Slack connection, initiates auth via RUBE_MANAGE_CONNECTIONS if needed, then sends the report as formatted section messages to your own Slack DMs using RUBE_MULTI_EXECUTE_TOOL.

Where does the skill find learning resources for improvement areas?▼

It searches HackerNews through Rube MCP with queries targeting each improvement area, prioritizing posts with high engagement. Each area gets 2-3 relevant articles with titles, dates, descriptions, and links.

What are the limitations of chat-history-based growth analysis?▼

Analysis only covers the past 24-48 hours of Claude Code conversations, so it misses work done outside Claude Code or older patterns. Recommendations are based solely on observable chat content, not actual code quality or test coverage.

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