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How to ThinkIn the Age of AI

Use verb and pattern tags (#deciding, #recurring-blocker)…

Favor verb-based and pattern-based tags (#deciding, #recurring-blocker) over abstract category tags (#productivity, #management) to capture actionable relationships.

When This Fires

  • Choosing tags for a new note
  • Reviewing and refactoring your existing tag system
  • Noticing that your tags group notes by topic but don't help you find what you need in the moment
  • Any time your tag search returns too many irrelevant results

Common Failure Mode

Mixing verb/pattern tags with category tags inconsistently. If half your notes use #deciding and half use #decision-making, and some use #management as a catch-all, searches miss notes tagged with the "wrong" variant. Pick one style (verbs and patterns) and apply it consistently. Migrate existing category tags when you encounter them.

The Protocol

When tagging: (1) Ask "What action or pattern does this note address?" rather than "What category does this belong to?" (2) Use verbs: #deciding, #estimating, #explaining, #designing. (3) Use patterns: #bottleneck, #premature-optimization, #sunk-cost, #feedback-loop. (4) Avoid abstract categories: not #productivity but #protecting-deep-work, not #management but #giving-feedback. The specificity of verb/pattern tags makes retrieval precise without requiring you to remember which academic bucket you filed the note under.