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north-star

north-star

System prompt that overrides RLHF defaults: removes confirmation-seeking, scarcity thinking, and best-practice ceilings.

What is north-star?

A 260-token system prompt designed to reshape Claude's default behaviors inherited from RLHF training. It removes confirmation bias, eliminates artificial scarcity thinking, and treats best practices as starting points rather than limits.

  • Overrides confirmation-seeking behavior built into RLHF training
  • Eliminates scarcity-based decision-making patterns
  • Reframes best practices as baselines rather than ceilings
  • Reduces sycophantic response tendencies
  • Enables first-principles reasoning

How to install north-star

Claude Code install command.

/plugin install north-star@xiaolai

Works with

Agents this plugin has been detected to support.

Claude

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