Self-Improvement

SWUST Code learns from your usage patterns and continuously improves.

Dream (Knowledge Consolidation)

swust-code dream

Current status: the dream CLI command, dedicated agent prompt, and 7-day interval check exist. The automatic trigger currently returns false until it is wired into the session lifecycle, so run the command manually for now.

Distill (Skill Discovery)

swust-code distill

Current status: the distill CLI command, dedicated agent prompt, and 30-day interval check exist. The CLI handler is still a prompt-style stub and the full subagent orchestration is marked as a later phase.

Auto-Trigger Mechanism

Task	Interval	Check Condition
Dream	7 days	Last Dream session time
Distill	30 days	Last Distill session time

Implementation notes:

• session/auto-dream.ts defines intervals, titles, and task text
• shouldAutoDream() and shouldAutoDistill() currently return false
• dream shows the consolidation flow and asks for confirmation
• distill explains workflow packaging, then reports that full orchestration is pending