session-synthesizer

To consolidate scattered session data into unified daily notes, run a session synthesizer at the end of your work session. It gathers todos, git status, and session metadata to generate clear summaries, merging logs into a single daily note for easy review.

Checkpoint merging prevents context amnesia by saving project-scoped session state. This preserves working directory details and todos, allowing seamless resumption of your work without losing continuity across multiple sessions.

Yes, you can sync daily notes and knowledge bases to Google Drive using rclone. The synthesis process includes an optional cloud sync feature to automatically push your consolidated session summaries and project dashboards to your remote storage.

The best way to update CLAUDE.md is to run a session synthesis at the end of your work. It automatically updates timestamps and archives old notes, keeping your project context current without manual intervention.

Yes, session synthesis works with Obsidian for generating daily notes. It consolidates project dashboards, todos, and session metadata into a unified format suitable for your Obsidian daily notes and knowledge base vault.

A limitation of automated worklog synthesis is that it depends on the availability of scattered session data from memory-keeper, todo-keeper, and vault-keeper. If upstream session metadata is missing, the generated daily notes and project dashboards will lack full context.