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.



