Instance Improvement Loop

Loop A improves the user's own ORCA instance.

What It Learns From

• repeated user preferences
• repeated workflow patterns
• chosen tools and integrations
• recurring clarification needs
• successful prompt and context patterns
• skill-level adaptation
• docs and help preferences
• repeated local friction
• local automation opportunities
• vault and memory patterns

What It May Improve

• local defaults
• guidance style
• recommended workflow path
• local docs and help routing
• tool or setup support behavior
• onboarding help level
• background automation suggestions
• memory extraction patterns

Risk Rule

Local improvements should feel stable and useful, not jittery.

Do not churn local behavior based on one weak signal.