developer-growth-analysis
Analyzes your recent Claude Code chat history to identify coding patterns, development gaps, and areas for improvement, curates relevant learning resources from HackerNews, and automatically sends a personalized growth report to your Slack DMs.
- Installs
- 1.6K
- Last 24h
- +47
- Trending rank
- #3523
- Security
- Not audited
Install
Works with every agent the skills CLI supports.
npx skills add https://github.com/composio-community/awesome-claude-plugins --skill developer-growth-analysis- 01
Install
Run the command in your project. The CLI asks which agents to install for.
- 02
Describe the task
Ask your agent for something this skill covers. It loads developer-growth-analysis automatically when relevant.
- 03
Review the result
The agent follows the SKILL.md steps, scripts and references bundled with the skill.
SKILL.md
The instructions your agent reads when the skill is triggered.
Developer Growth Analysis
This skill provides personalized feedback on your recent coding work by analyzing your Claude Code chat interactions and identifying patterns that reveal strengths and areas for growth.
When to Use This Skill
Use this skill when you want to:
- Understand your development patterns and habits from recent work
- Identify specific technical gaps or recurring challenges
- Discover which topics would benefit from deeper study
- Get curated learning resources tailored to your actual work patterns
- Track improvement areas across your recent projects
What This Skill Does
This skill performs a six-step analysis of your development work:
- Reads Your Chat History: Accesses your local Claude Code chat history from the past 24-48 hours
- Identifies Development Patterns: Analyzes the types of problems you're solving, technologies you're using, and challenges you encounter
- Detects Improvement Areas: Recognizes patterns that suggest skill gaps or areas where you might benefit from deeper knowledge
- Generates a Personalized Report: Creates a comprehensive report showing your work summary, identified improvement areas, and specific recommendations
- Finds Learning Resources: Curates high-quality articles and discussions directly relevant to your improvement areas
- Delivers the Report: Sends the complete report to your Slack DMs for easy reference
How to Use
Ask Claude to analyze your recent coding work:
Analyze my developer growth from my recent chats
Or be more specific about which time period:
Analyze my work from today and suggest areas for improvement
Report Structure
The skill generates a formatted report with:
Work Summary
2-3 paragraphs summarizing what you worked on, projects touched, technologies used, and overall focus areas.
Improvement Areas (Prioritized)
For each improvement area:
- Why This Matters: Explanation of why this skill is important
- What Was Observed: Specific evidence from chat history
- Recommendation: Concrete steps to improve
- Time to Skill Up: Brief estimate of effort required
Strengths Observed
Bullet points highlighting things you're doing well
Action Items
Priority-ordered list of actionable improvements
Learning Resources
Curated articles from HackerNews relevant to each improvement area
Example Improvement Areas
- "Advanced TypeScript patterns (generics, utility types, type guards) - you struggled with type safety in [specific project]"
- "Error handling and validation - I noticed you patched several bugs related to missing null checks"
- "Async/await patterns - your recent work shows some race conditions and timing issues"
- "Database query optimization - you rewrote the same query multiple times"
Tips and Best Practices
- Run this analysis once a week to track your improvement trajectory over time
- Pick one improvement area at a time and focus on it for a few days
- Use the learning resources as a study guide
- Revisit this report after focusing on an area to see how your work patterns change
- The learning resources are curated for your actual work, not generic topics
FAQ
What does the developer-growth-analysis skill do?
Analyzes your recent Claude Code chat history to identify coding patterns, development gaps, and areas for improvement, curates relevant learning resources from HackerNews, and automatically sends a personalized growth report to your Slack DMs.
How do I install developer-growth-analysis?
Run npx skills add https://github.com/composio-community/awesome-claude-plugins --skill developer-growth-analysis in your project. The skills CLI detects the agents you use and copies the skill into the right folder. For Claude Code you can also place the skill folder at ~/.claude/skills/developer-growth-analysis/ (personal) or .claude/skills/developer-growth-analysis/ (project).
Which AI agents can use developer-growth-analysis?
Any agent that supports the open Agent Skills format (a folder with a SKILL.md file), including Claude Code, Codex, Cursor, GitHub Copilot, Gemini CLI, Windsurf, Cline, OpenCode and more.
Is developer-growth-analysis safe to install?
No partner security audit is available yet. Skills can run commands and scripts, so read the SKILL.md and any bundled files before installing.
Who maintains developer-growth-analysis?
It is published by composio-community in composio-community/awesome-claude-plugins. It has 1,608 recorded installs.
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