Digital Employee，Integrates three catalogs — Experts, Skills, and Connectors — supporting browsing, favoriting, invoking, and publishing without modifying the host.

Self-healing runtime layer: a resource control loop with strategy switching and repair escalation, error-storm and fiber-failure insight, cross-session knowledge carry-over, a self-healing dashboard a

Built-in Obsidian-style knowledge base for DSH: agents distill conversations, documents and web sources into a structured .wiki graph, with retrieval, graph export, note editing, incremental builds an

Scheduled bilingual financial reports for DSH: market quotes, news and macro calendar, with per-target timezones and delivery through eight dsh-im channels.

Local long-term schedule panel: top-bar "日程" text button, today/week/history month-calendar views with stats, completion checkmarks with per-day history, schedule↔conversation links with click-to-jump

Compares existing DSH sessions or runs controlled A/B trials between agent presets, showing aligned timelines, paired metric deltas, explicit success checks, and exportable reports.