Personal Knowledge Growth Analyzer

To track personal knowledge growth from local files, this Skill analyzes your existing folder structure and text materials to identify knowledge inputs, cognitive evolution, and topic shifts over time without requiring data migration.

For learning tracking and writing analysis, the Skill supports Markdown, TXT, and CSV files natively, with conditional support for PDF, DOCX, and RTF formats to evaluate your recording patterns and cognitive shifts.

You can analyze personal knowledge evolution entirely offline, as the Skill operates locally without network requests, ensuring your knowledge materials and data analysis remain secure and reproducible on your own machine.

Stage-based analysis works by evaluating your research notes in distinct chronological phases, generating traceable and correctable snapshots that reveal how your topics and cognitive patterns evolved from initial data collection to structured synthesis.

This knowledge management tool does not require reorganizing your folders, as it works directly with your existing file system structure to reveal your learning rhythm and knowledge accumulation process without forcing data migration.