Personal Knowledge Growth Analyzer — Development skill for Claude Code

**Personal Knowledge Growth Analyzer**

English | [简体中文](README.cn.md)

Personal Knowledge Growth Analyzer is a **local knowledge analysis tool built on Claude Skills** that helps you observe how you accumulate, record, and organize knowledge over time.

• The Skill scans the materials you produce over time and helps you review your knowledge inputs and cognitive evolution through stage structure, recording patterns, and topic shifts.
• It turns scattered folder activity into a traceable timeline, emphasizing the process of knowledge accumulation so you can see your learning rhythm and changes over time.

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**Positioning**

**Personal Knowledge Growth Analyzer**

• A local analysis tool that runs on your file system
• Directly analyzes your existing folder structure and text materials
• Uses stages as the unit to observe changes in knowledge activity
• Combines structured statistics with AI semantic interpretation for traceable snapshots
• Focuses on stage-level change and structure: “traceable, comparable, correctable”

**What this tool intentionally does not do**

• Build a personal knowledge base
• Provide Q&A or semantic search
• Evaluate ability levels or personality traits
• Produce “who you are” type conclusions

Results are always **observational, not definitive**.

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**Core Principles**

• Focus on change, not final judgments
• Emphasize stage analysis over one-time summaries
• Outputs are traceable, comparable, and correctable
• Respect existing habits; no forced migration or restructuring

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**Typical Use Cases**

**1. Reviewing “wild” local knowledge accumulation**

Many people’s knowledge lives outside formal note systems and instead in local folders, such as:

• PDFs downloaded over time
• Markdown / TXT notes
• Word / RTF summaries
• Mixed subfolders and topic files

These materials often reflect a phase of learning or a project but lack a coherent review perspective.

This Skill makes them analyzable **