Developer Builds Python Bridge to Auto-Archive Manus AI Tasks Into Personal Knowledge Vault

A developer created a Python script that automatically syncs Manus AI agent task conversations into a local knowledge vault every five minutes, solving the problem of those tasks being inaccessible outside the browser UI. The bridge uses the Manus public API to fetch task lists and messages, storing them alongside existing Claude Code conversation logs in a shared raw data layer. Five safety mechanisms keep the script secure and efficient, including reading the API key from macOS Keychain rather than storing it in code, and skipping tasks whose update timestamps have not changed since the last run. A separate worker handles summarisation and interpretation, keeping raw source data strictly isolated from processed content. The script runs via launchd on macOS and writes output to a dedicated folder within the user's personal knowledge base.