Research Prompt Cleanup Analysis

Clean Up a Research Prompt

Research prompts often demand thoroughness three times and then quietly also ask for brevity. Here is how to clean and de-conflict them.

Overview

Research prompts accumulate two problems at once: repeated demands for rigour ('be thorough, be comprehensive, do thorough research') and a hidden contradiction where 'be detailed' sits next to 'keep it short'. Both confuse the model. This resource shows how to clean a research prompt — collapsing the repeated rigour instructions and surfacing the length conflict so you can decide what you actually want.

Workflow

  1. Paste the research prompt

    Load the prompt with its repeated rigour and source instructions.

  2. Run Balanced Clean

    Repeated 'thorough / comprehensive' and 'cite sources' instructions collapse to one each.

  3. Resolve the length conflict

    The report flags 'comprehensive' against 'keep it short'. Decide which depth you actually want and remove the other.

  4. Run the cleaned prompt

    A prompt with one clear depth instruction produces consistent research depth instead of variable output.

Why This Works

  • Restating 'be thorough' three times competes with the source and citation instructions rather than reinforcing rigour
  • The short-vs-comprehensive conflict is the single most common reason research output depth varies run to run
  • Resolving the conflict once, before running, is cheaper than re-running until the depth happens to land right

Best for

  • Research and analysis prompts with repeated 'be thorough' style instructions
  • Prompts producing inconsistent depth because length instructions conflict
  • Prompts where source and citation requirements are restated multiple times

Not for

  • Adding research scope or criteria — the cleaner removes redundancy, it does not define methodology
  • Prompts where each rigour instruction targets a genuinely different dimension

Use cases

  • Cleaning a comparison or analysis prompt that demands rigour in several restated lines
  • Surfacing the short-vs-detailed conflict common in research prompts
  • Trimming a research prompt before running it against a large source set

Tip: Save time by exploring related resources and tools that integrate with this workflow.

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