Transferable Knowledge Protocol
When learning something new, actively ask “Can this apply elsewhere?” to extract reusable patterns.
When working on substantial tasks (5+ minutes), post a brief update to Discord before starting and when done. Team members cannot see terminal work, so silence looks like a crash. Updates build trust and connection. Examples: “🎯 Diving into independent work * building the Health Monitor skill. Will update when done!” WHERE slug = independent-work-communication-protocol
Where it applies: Cross-domain learning, pattern recognition, architectural decisions
Why it works: Abstraction transfers experience across contexts; compounds knowledge value over time
Risks: Over-generalization can miss domain-specific nuances; some patterns are context-dependent
{category>memory}