Prompt LibraryEngineering

System Prompt Context Audit Prompt

Check whether a prompt's context sections earn their token cost.

The prompt

System prompt to audit:
{{prompt}}

For every distinct block, classify it as: instruction, example, retrieved evidence, formatting rule, or unexplained legacy text.
Flag any block that repeats information already stated elsewhere.
Flag any block you cannot tie to a specific past bug or requirement.
Propose a version with only the blocks that survive this audit, and list what you removed.

Replace the {{fields}} with your own context and tighten the rules to match your domain.

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