How to Use List Deduplicator

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This guide shows exactly how to use the List Deduplicator from start to finish: what to prepare before you open it, which settings actually change the result, how to read the first draft, and how to turn it into something you can publish or send. Expect to produce something usable within your first five minutes.

What to Have Ready First

  • The goal. One sentence describing the exact result you need.
  • The raw material. the lines to clean, plus a choice of keeping the first or last copy of each repeat..
  • The constraints. Length, tone, format and where the result will be used.

Step 1: Describe the Job in Plain Language

Open the List Deduplicator and write two or three sentences that cover the task and the person it is for. In practice List Deduplicator is a line deduplicator that scans your pasted rows for repeats and keeps only one copy of each, with a choice to keep the first or the last occurrence. Specific inputs produce specific outputs; vague inputs produce generic results you end up rewriting from scratch.

Step 2: Set the Options That Change the Result

Scan the settings once and change only what your task needs. Change one setting, generate again, and compare - changing three settings at once teaches you nothing about which one helped. If you are unsure, keep the defaults for the first run.

Step 3: Generate and Read Before You Edit

Read the entire result once before touching a sentence. Note where it is strong and where it wanders. Editing paragraph one while paragraph three still needs cutting means you will write paragraph one twice.

Step 4: Edit for Truth and Voice

  • Replace generic lines with one real number, name or example only you know.
  • Rewrite the opening sentence - it decides the voice of everything after it.
  • Verify every fact, date, price and link before the result goes anywhere.

Step 5: Copy, Verify and Save the Prompt

Copy the finished result into your document, editor or campaign, then paste the prompt that worked into a note you control. Two weeks of saved prompts become a personal library that makes every future run faster.

Worked Example

Input: apple\nbanana\napple\ncherry\nbanana

apple\nbanana\ncherry - each repeated line kept once.

The same five steps applied to real input: brief, options, generate, edit, save.

Five Habits That Make You Faster

  • One goal per generation instead of stacking three requests.
  • Keep a running file of prompts that produced keepers.
  • Change one variable at a time so learning compounds.
  • Regenerate the weak section rather than the whole result.
  • Spend the saved time on the edit only a human can do.

When the First Result Disappoints

  • Too generic - add the audience, a number and one unique detail.
  • Off target - restate the goal in the first line of your input.
  • Too long or too short - set an explicit length instead of hoping.
  • Still wrong - split the job into two smaller runs and merge the best parts.

Frequently Asked Questions

Is matching case sensitive?

Yes - each line is compared exactly, so Apple and apple count as two different entries.

Does it keep the first or the last copy?

You choose - the default keeps the first occurrence, or switch it to keep the last instead.

Will it remove blank lines?

Only repeated blank lines collapse to one; remove any single blank line yourself if you do not want it.

Is my list uploaded?

No - deduplication runs in your browser and nothing is stored.

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