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AI / LLM PromptingCurated

Instruction Ambiguity Auditor

Run before a prompt goes into production, especially one that feeds a downstream parser.

The prompt
Read this prompt/instruction set I'm about to give an LLM: [paste]. Identify every place a reasonable model could interpret it two different ways, and suggest a rewrite that removes the ambiguity.

Anything in square brackets is meant to be replaced. The builder turns those into fields you can type into.

Tired of re-pasting the same context into every new chat? That is what the Unimatrix MCP server is for.

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