Make a Prompt More Specific
Generic prompts produce generic output. Specificity is added in slots — audience, context, named requirements — and a rewrite shows exactly which slots yours is missing.
Overview
When output feels generic, the prompt usually lacks anchors: who it's for, what situation it serves, and what concretely must appear. Adding specificity isn't about writing more — it's about filling the right slots. This resource loads a prompt that names a topic and nothing else; the specificity-focused rewrite adds audience and context slots and converts every soft ask into a named requirement, while leaving your actual subject untouched.
Workflow
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Rewrite with Increase Specificity
The mode adds audience and context slots, and rewrites 'relevant' and 'valuable' into concrete instructions.
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Fill the two slots
Audience and context are one line each — they're also the two highest-leverage lines in the prompt.
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Compare before and after
The topic didn't change. What changed is that the output now has a reader and a reason.
Why This Works
- Specificity lives in slots, not word count — two filled slots beat three more paragraphs
- Audience is the single highest-leverage line in most prompts: it constrains tone, depth, and examples at once
- Soft asks become checkable when rewritten as requirements
Best for
- Prompts that name a topic but no audience or situation
- Content prompts producing interchangeable, search-result-sounding text
- Anyone unsure where their prompt needs more detail
Not for
- Extracting reusable variables from specifics — that's the Prompt Variable Builder
- Restructuring a long rambling prompt — that's the Prompt Formatter
Use cases
- Sharpening a topic-only prompt before a long generation run
- Diagnosing why output feels like it was written for nobody
- Converting soft asks ('relevant', 'valuable') into named requirements