What problem does it solve?
This Skill keeps a project brain database current by detecting new, changed, and removed files since the last scan and extracting only the new knowledge that matters.
Core Features & Use Cases
- Incremental Project Scanning: Compares the current folder state against the previous scan and reports exactly what changed.
- Targeted Knowledge Extraction: Reads updated CLAUDE.local.md files, memory notes, documents, and emails, then upserts the extracted entities into the brain database.
- Safe Update Workflow: Deduplicates decisions and events, preserves removed-file entities, and updates manifests after successful sync.
- Use Case: Run it after adding documentation, revising project notes, or importing new messages so the brain stays aligned with the latest workspace state.
Quick Start
Ask the skill to rescan the project folder and update the brain database with only the files that changed since the last scan.