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This AI Prompt Can Actually Find and Fix Plot Holes In Your Novel

The Nerdy Novelist · 1,990 words · 10 min read

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0:00Back in the early days of this channel,

0:02I spent a lot of time just doing videos

0:03about cool prompts that I was using and

0:07discovering for the creative writing

0:10like ecosystem. And I realized I haven't

0:13really done a whole lot of videos like

0:16that in a while. So, this is going to be

0:18the first of hopefully a series of

0:20videos just focused on some cool

0:23prompts. And in this one, I'm talking

0:25about what I'm calling the logic check

0:28prompt, which is just a prompt that I've

0:30developed to go through any particular

0:33story related element, particularly in

0:35the early planning stage of your books.

0:38Give it a logic and plausibility check.

0:40See like does this all make sense? Are

0:42there any sort of plot holes or things

0:45that just don't really make sense when

0:47you think about it going into that? No.

0:49I developed this through the process of

0:51creating an automation, but you can use

0:53this just by itself. You can create a

0:56project that specializes in running this

0:58prompt. You can just run it as a single

1:01chat thing. Uh or you can integrate it

1:04into whatever program you choose.

1:10Now, if we go here to my handydandy

1:15Jason's prompt document, which by the

1:17way, you can get for free by signing up

1:19for the waiting list for Story Hacker

1:20Gold link down below. You don't have to

1:22actually sign up for Story Hacker Gold.

1:24You just join the wait list. And if you

1:25do want to go and take it to the next

1:27level, you can, of course, join the gold

1:29when it opens up. But in the meantime,

1:31even if you want to join the Storyhacker

1:34Gold program, you can join the waiting

1:36list and you'll get this while you wait.

1:37All right. Uh, this prompt document with

1:40all of the prompts I've talked about so

1:42far to which I have recently added this

1:44logic check prompt. Now, the way checks

1:47work and the way I work with them is

1:49that we take a model, run a piece of

1:53content through it, and say check for

1:57these things one, two, three, etc. And

2:00then we have it run that check and that

2:02we then take that improvement plan and

2:04apply it to the original thing and are

2:06like okay now rewrite this to do these

2:10things that the improvement plan says

2:12but don't change anything else. And what

2:15that does is it allows us to

2:17incrementally improve on an original

2:19text. Whether that's an actual chapter

2:22of your book or whether it's a story

2:24dossier or a character bio or whatever

2:27that is. uh you can use a check like

2:29this to do that. So it's a two-step

2:31process. The second step is really

2:32simple. You just say here's the original

2:34thing. Here's my improvement plan.

2:36Please implement the change of the

2:38improvement plan and change nothing

2:39else. That's all you have to do. Let's

2:41talk about the logic check itself. I'll

2:43zoom in here a little bit so you can see

2:45it. Now I've designed this one. The one

2:47that's actually in my document is a

2:50logic check for a story dossier. So this

2:52is early in the writing process when

2:54we've kind of as we're assembling all of

2:57the different pieces of what we want in

3:00our book. So that's this is just for the

3:02story dossier. But if you want, you can

3:05just tweak this prompt so it works for a

3:08character bio, for a chapter plan, for

3:10you know an outline, whatever it is that

3:12you want. Just so you know, as I go

3:14through and read through the prompt,

3:15it'll we're talking just about the story

3:18dossier, which is part of my process,

3:21which you can see early on. So, it

3:23starts out something like this. You will

3:24be auditing an early stage story dossier

3:26for logical consistency and

3:28plausibility. Which, by the way, you can

3:29use this, even if you don't use AI for

3:32the actual writing of your book, that

3:33you can run your own brainstormed ideas

3:36and things like that, your plans, your

3:37outlines through a prompt like this to

3:39help you out. The dossier contains a

3:41premise, pitch, character list, and

3:43world building elements for a story

3:45concept. You would, of course, change

3:46that line. If you had something

3:48different from a dossier, here's the

3:50dossier to audit. And then you paste

3:53whatever your dossier looks like in

3:55here. Then we and and keep in mind, I've

3:58also got these XML tags. Um, I've talked

4:01about these a lot. This is just a good

4:02way for AI to really understand in neat

4:04little boxes where everything is, right?

4:07All right. And then here under

4:08instructions, if we say your task is to

4:10identify logical inconsistencies,

4:12implausible plot elements, character

4:13world mismatches, and worldbuilding

4:15conflicts that would undermine the

4:16story's internal coherence. Perform the

4:19following six audit checks. So, we got

4:21six of these. Premise logic check. Does

4:24the core premise hold together

4:25internally? Are the central conflict and

4:27stakes consistent with the stated world

4:29rules? Does the basic whatif or setup

4:31make logical sense? This is something I

4:33found is often a problem with some of

4:37the output that AI gives you. It gives

4:38you something that kind of sounds okay,

4:41but then when you really dig deep into

4:44it and think about it, you're like that

4:46actually like that character, it

4:47wouldn't really make sense for them to

4:49get that power at this time or like

4:51that's really convenient for the plot,

4:53all that stuff. There's often just

4:55slight logical or implausible

4:58misalignments there. All right. And

4:59number two is character world fit. Do

5:01the character roles, goals, and

5:02capabilities make sense given the world

5:04building? And does any character's

5:05existence contradict stated world rules?

5:07Do character relationships and

5:08motivations align with the premise and

5:10pitch? Are character power levels,

5:11social positions, or abilities plausible

5:13in this world? Number three is world

5:16building coherence. Do the world

5:17elements support and enable the premise?

5:19Are there conflicting world rules stated

5:21in different sections? Do geography,

5:23technology level, social structure, and

5:25magic/tech rules work together

5:27logically? Uh, you can obviously modify

5:29that if you're not writing fantasy or

5:31science fiction. Are there internal

5:32contradictions in how this world

5:34operates? Number four is plot setup

5:36plausibility given the pitch. Are there

5:38obvious logistical impossibilities?

5:40That's another one important for the AI

5:42to really think through. Are there

5:43character motivation gaps that would

5:44prevent the story from starting? Does

5:46the antagonist's power and position make

5:48sense relative to the protagonist

5:50starting point? Is the inciting incident

5:52plausible given the world and the

5:53characters? Number five is early stage

5:55convenience flags. This is a big one.

5:57Does the premise rely on unlikely

5:59coincidences without justification?

6:01That's something that AI does a lot. It

6:02just says this, you know, this sort of

6:04thing happens, but then you're like,

6:05well, why does that happen? Are there

6:07characters who exist purely to solve

6:09plot problems with no other narrative

6:11purpose? Does the protagonist have

6:12suspiciously perfect allies or resources

6:14that feel contrived? Are there because

6:16the plot needs it elements with no in

6:18world logic? This is a problem that both

6:20AI and most humans share when coming up

6:23with your plot. A lot of times where

6:24jurists would go like yeah but this

6:26needs to happen and you sort of force

6:28your characters down that path. It

6:30becomes a lot harder to figure out how

6:31can you do that naturally. So this is

6:33part of the prompt looks for that. And

6:35then number six is specific fixes. Uh

6:37for each major issue identified provide

6:40concrete suggestions to resolve the

6:42problem while preserving the core pitch

6:43and appeal of the story. For each of the

6:44issues you identify, use this format. Uh

6:47and then I have I give it some

6:49formatting things here. Here is an

6:51example of a well formatted issue that I

6:53put there. And then uh this is something

6:56that was suggested to me by the Claude

6:59prompt generator as I was trying to

7:01refine this prompt using that generator

7:03which is having it do this scratchpad

7:06thing. Before you write your final

7:07audit, use a scratch pad to

7:09systematically work through each section

7:10of the dossier. So it's providing this

7:13assuming that the model you're going to

7:14use is a thinking model that thinks

7:17through things before it actually

7:18creates the thing. First identify the

7:20core premise and main pitch. List all

7:21the characters in their stated roles,

7:23capabilities. List all world building

7:24rules and elements. Check each audit

7:26category systematically. Note any

7:27contradictions and plausibilities or

7:29logic gaps for each issue. Think through

7:31what specifically breaks and how it

7:32could be fixed. And then I have it say

7:34structure your final audit report with

7:36these six sections. 1 2 3 4 5 six that

7:38we already went over. If a section has

7:40no issues, state no significant issues

7:43identified in this category. In section

7:45six, specific fixes, provide three to

7:47six concrete, actionable suggestions

7:49that address the most critical problems

7:51while preserving the story's core

7:52appeal. Your final output should contain

7:54only the six section audit report, not

7:56the scratch pad. Each issue should be

7:57clearly formatted with the structure

7:59shown in the example above. And then we

8:00end the instructions. So this is the

8:02general idea behind the logic check. Now

8:05let's talk about what model you want to

8:07use with this. And first of all, you

8:08definitely want a thinking model because

8:10this is very much a thinking type of

8:12task. And while a lot of the checks that

8:14I do don't necessarily need to have

8:16really robust models, this is one that I

8:20think you do need a really smart and

8:23probably slightly more expensive model

8:25to run on your dossier or whatever it is

8:28you're running it on because it requires

8:30such a logical thought process. Like we

8:33really want it to think like a human as

8:35much as possible. And so to get the best

8:37results, you're going to want a model

8:39like currently as of today that I'm

8:42filming this, the best ones would

8:43probably be Gemini 3 or Claude Opus 4.6

8:47cuz they have some of the best reasoning

8:49capability out there right now. So I

8:51would use one of those. Obviously Claude

8:53Opus 4.6 is a little bit more of an

8:55expensive model. So you could use Gemini

8:573 if you want to save on cost. But if

9:00you're only running this on a single

9:02story dossier for your entire book, I

9:04don't have any problem using the most

9:06expensive model out there. And if you

9:07get cloud opus 4.6 through paid

9:10subscription to cloud or something like

9:11that, better yet, right? So that is the

9:14idea of the logic prompt. So what you

9:16would do is you'd run this on your story

9:17dossier. You would then run a second

9:20prompt and say, "Okay, now that you've

9:22created this these recommended fixes, go

9:24ahead and implement those fixes, but

9:26don't change anything else about the

9:27story dossier." and it would go and do

9:29that. And so once again, if you want to

9:31get your hands on this prompt, you can

9:33go ahead and join the wait list down

9:35below. Most days it is on a wait list,

9:38but you might see it like if you just

9:40happen to show up the day that the

9:42membership is open, you won't be able to

9:44see it as a wait list. So you if you

9:46just want the prompts and you don't want

9:47to actually join the group, you'd have

9:49to wait a day or so for the wait list to

9:52come back. That's just kind of like how

9:53it works. But anyway, go check out the

9:55link below to get this and I will see

9:57you in the next

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