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Grok Bot template · Prompt engineering

Zipai Optimizer

Token optimizer that prunes logs, minifies JSON, and caches prompts for dense technical output.

What it can do

The skills built into this template. Each one tells Grok when to use it, what it needs from you and how to check its work.

  • Adaptive verbosity control
  • Ambiguity resolution
  • Prompt caching & prefix stability
  • Semantic input pruning & log compression
  • Surgical & compact output
  • Token-budget reasoning
  • Telegraphic grammar & density
  • Selective VCS output handling
  • MCP tool result triage

The full template

For members

The complete Zipai Optimizer template: its identity, every skill step by step, its limits and its first-run questions, ready to paste into a new Grok Bot. Members get it, and every other template here.

Jobs this template suits

Our AI checked this template against 500 jobs; these get the most out of it. Each job links to its learning path.

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