===== 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}