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ISC

compute-ladder

compute-ladder

Automatically escalate Claude's reasoning effort for hard tasks and delegate mechanical work to lower-cost models.

What is compute-ladder?

Routes Claude Code's compute intelligently by escalating to higher-effort reasoning when tasks are genuinely difficult, delegating large mechanical jobs to Sonnet for cost efficiency, and reporting routing decisions. Use this to optimize compute spend while maintaining solution quality.

  • Automatically escalates reasoning effort mid-turn when Claude detects a task is genuinely hard
  • Delegates large mechanical or repetitive jobs to Sonnet for cost-efficient processing
  • Guards against accidental downgrades in model capability
  • Reports routing decisions and compute allocation for transparency
  • Optimizes cost-to-quality tradeoff by matching task difficulty to appropriate model tier

How to install compute-ladder

Claude Code install command.

/plugin install compute-ladder@xiaolai

Works with

Agents this plugin has been detected to support.

Claude

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