What problem does it solve? When a new research dimension is added to a knowledge base, existing findings often end up miscategorized or covering multiple concerns, making the category distribution inaccurate and hard to navigate. ## Core Features & Use Cases - Category Audit: Scans all research findings, builds a category distribution report, and identifies findings that belong in a new or changed dimension. - Reclassification and Splitting: Distinguishes between findings that should be fully reclassified (Type A) and findings that should be split into two entries (Type B), with a human approval gate before any changes. - Dry-Run Mode: Use the --dry-run flag to preview proposed changes without modifying any files. - Use Case: After adding an "Orchestration" dimension to research-dimensions.md, run this Skill to find findings miscategorized as "Tool Integration" and rebalance them with full provenance preserved. ## Quick Start Run the dimension-rebalance skill with the argument "Orchestration --dry-run" to preview which research findings should be reclassified into the new Orchestration dimension.