developer-growth-analysis

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

Updated May 11, 2026
One-click install
npx skills add https://github.com/javierbadapalacio6-beep/TACTIUM --skill developer-growth-analysis-javierbadapalacio6-beep
Or copy as Structured Prompt for Agent▼
Please help me install this Agent Skill.
Skill: developer-growth-analysis
Source: https://github.com/javierbadapalacio6-beep/TACTIUM/tree/main/TACTIUM/.agents/skills/developer-growth-analysis
Command: npx skills add https://github.com/javierbadapalacio6-beep/TACTIUM --skill developer-growth-analysis-javierbadapalacio6-beep

SYSTEM DOCUMENTATION & REQUIREMENTS

What problem does it solve? Developers rarely get structured, evidence-based feedback on their own coding habits outside of code reviews. This Skill analyzes your recent Claude Code chat history to surface recurring struggles, skill gaps, and strengths, then pairs each gap with curated learning resources and delivers the report to your Slack DMs. ## Core Features & Use Cases - Chat History Analysis: Reads ~/.claude/history.jsonl from the past 24-48 hours to identify projects, technologies, problem types, and repeated challenges. - Prioritized Improvement Areas: Produces 3-5 specific, evidence-based improvement areas with recommendations and time estimates. - Curated Learning Resources: Searches HackerNews via Rube MCP for high-engagement articles matched to each identified gap. - Slack Delivery: Sends the formatted report directly 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 focus their learning. ## 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 like repeated struggles, knowledge gaps, and problem types to produce a prioritized improvement report.

How to get personalized learning resources based on my coding work?▼

The Skill searches HackerNews through Rube MCP using queries built from your identified improvement areas. It prioritizes high-engagement posts and returns 2-3 relevant articles per area with titles, dates, descriptions, and links.

Does this Skill send reports to Slack automatically?▼

Yes, it uses Rube MCP to deliver the report to your own Slack DMs. It checks the Slack connection first, initiates auth via RUBE_MANAGE_CONNECTIONS if needed, and sends the report as formatted sectioned messages.

What data does the developer growth analysis access?▼

It reads your local Claude Code history file at ~/.claude/history.jsonl, which contains your message text, project names, timestamps, and pasted content. Analysis is limited to entries from the past 24-48 hours.

How often should I run a developer growth analysis?▼

Running it weekly is recommended so you can track improvement trajectories over time. Focus on one improvement area at a time, then re-run the analysis to see how your work patterns change.