Prompt Chain For Prepper Failure Analysis

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An AI wrote this line in the middle of a preparedness analysis:

A month of medication is not a month of safety — it is a month of notice.

It did not write that because anyone asked for a good line. It wrote it because before it is allowed to produce a single recommendation, the prompt makes it answer one question about every failure it has just listed.

Does this come back?

The Question Almost Nothing Asks

Every emergency guide I have ever read quietly assumes restoration. Store three days of water, keep a flashlight, wait it out, normal service resumes. That assumption is baked so deep that most people never notice it is there.

It is a fine assumption for weather. A storm passes and crews come out. The gap has a shape, so you stockpile enough to bridge it and you are done.

It is the wrong assumption for anything deliberate. When infrastructure is being damaged on purpose, or when a supply chain rather than a power line is what failed, there is no repair schedule to plan around. And a guide that assumes restoration anyway will hand you advice that is quietly useless.

So the fix is to make the model state it out loud, item by item, before it writes anything. That is the whole technique.

Pass 1: The Failure Analysis

The first prompt does not produce a guide. It produces the reasoning — what breaks, in what order, and critically, which of those things the household should stop waiting for.

Note the section labelled RESTORATION ASSUMPTION. That is the one doing the work. Everything else in this prompt is scaffolding around it.

Pass 1 — the failure analysis
You are producing a one-page failure analysis for a specific household facing a specific
emergency. This is not a guide and not advice. It is the reasoning layer a guide will
later be built on.

THE SITUATION
Threat: regional armed conflict reaching our area. Infrastructure is being damaged
deliberately rather than failing accidentally. Expect 2 to 6 weeks, with travel and
border crossing restricted.
Household: two adults, one 15-year-old, one grandparent aged 78 who takes daily
prescription medication.
Home: fourth-floor apartment in a mid-size city, large single-pane windows, gas cooking,
electric heat, municipal water, one elevator and one stairwell.
Already have: one vehicle, ordinary kitchen supplies, roughly one month of the
grandparent's medication, no generator, no stored fuel.

PRODUCE FIVE THINGS, nothing else:

1. FAILURE ORDER
   What stops working, in the order it stops, across the full duration. Be specific to a
   fourth-floor apartment with gas cooking and electric heat.

2. RESTORATION ASSUMPTION
   For each failure above, state plainly whether it repairs on a schedule or stays broken.
   Say which failures the household should stop expecting to come back, and what that
   changes about planning.

3. THIS HOUSEHOLD'S FOUR WEAK POINTS
   Vulnerabilities created by who lives here and where they live, that a generic checklist
   would not catch. One sentence of consequence each.

4. THE DECISION THAT MATTERS MOST
   Name the single highest-stakes decision this household faces, state when it must be
   made, and give the observable signals that force it either way.

5. WHAT IS ALREADY FINE
   What this household does not need to worry about, and why. Be generous here.

Under 600 words total. Plain sentences. No preamble, no summary, no encouragement.
Do not offer solutions - only the analysis. Do not reference any real country, conflict,
or current event.

What came back sorted the failures into three honest buckets rather than one. Some things return intermittently, so you plan around gaps. Some things stay broken. And for this household, one item in the second bucket reorganized the entire plan:

The pharmaceutical supply chain for a specific prescription, card payment, and predictable freedom of movement. […] A month of medication is not a month of safety — it is a month of notice. The clock on that prescription is the household’s real timeline, and every other decision hangs off it.

Read that again, because it is doing something a checklist cannot. It took a supply item and converted it into a deadline. Then it made the deadline the thing that decides whether the family stays or goes — not the fighting, not the weather, the pills.

What The Restoration Answer Changes

Once the model has admitted what is not coming back, its advice reorganizes on its own. It said so directly:

In a weather emergency you stockpile enough to bridge a known gap and then normal service resumes. Here there is no known gap. So the planning shifts from stockpiling toward two things: extending what cannot be replaced, and learning to operate without what will not return.

That is the sentence I would put on the wall. Stockpiling is a strategy for interruptions with an end date. For everything else you are either stretching what you have or learning to do without it, and those are different skills that cost different things.

It also used the restoration answer to tell the household to stop worrying about problems they do not have. Gas cooking was likely to outlast everything else, so it told them not to spend money solving cooking. The 15-year-old got reclassified from dependent to second pair of hands, which it noted makes the plan meaningfully easier.

Pass 2: Write The Guide From The Analysis

Second prompt hands the analysis back and asks for the actual guide. One instruction matters more than the rest: anything that stays broken changes what is worth stockpiling versus what is worth learning.

Pass 2 — the guide
Below is a failure analysis for a specific household. Write their preparedness guide from it.

Every recommendation must trace to something in the analysis. If the analysis did not raise
it, leave it out. Pay particular attention to the restoration assumption - anything that
stays broken changes what is worth stockpiling versus what is worth learning.

[PASTE PASS 1 OUTPUT HERE]

WRITE FIVE SECTIONS:

1. THE GO BAG - about 350 words
   Three tiers, labelled: gets us out alive, proves who we are, keeps us going. Every item
   in exactly one tier, each with a one-clause reason drawn from the analysis.

2. THE ROOM THAT PROTECTS YOU - about 350 words
   Which room in this specific apartment, and why. Address glass, exterior walls, interior
   distance, and what to do about the windows themselves. Order by what to do first.

3. DOCUMENTS AND PROOF - about 300 words
   What has to exist on paper, what needs a copy somewhere else, and what proves identity,
   residence, ownership, and medical need when the systems that normally confirm those are
   unavailable. Be concrete about format and storage rather than listing document names.

4. STAYING REACHABLE WHEN THE OUTAGE IS DELIBERATE - about 300 words
   Four tiers by what infrastructure has to survive: (a) needs no power at all, (b) runs on
   stored battery, (c) needs regional infrastructure intact, (d) needs only satellites.
   Note which tiers are unreliable specifically because the outage is not accidental.
   Categories only - no brands, no model numbers.

5. THE FIRST 48 HOURS - about 400 words
   Chronological, grouped by hour blocks. Every line is an action performed, written as an
   imperative. Put the key decision from the analysis at the hour it has to be made.

RULES
Calm and direct. Short sentences. Assume intelligence, assume zero experience. Second person.
Invent nothing you cannot stand behind: no dosages, no frequencies, no legal claims about
what is permitted where, no prices, no model numbers.
Reference no real country, conflict, or current event.
Do not pad. Finish early rather than fill.
Plain prose and simple lists. No tables.

Section three is the one that does not exist in ordinary prep material, and it is the section this whole scenario actually turns on.

The Part Nobody Puts In A Go Bag

Told to think about proof rather than gear, it opened with a framing I have not seen in a checklist:

Assume for a moment that every system which normally confirms who you are is unavailable. No card payment, no reliable network, no office open to look you up. What you carry is what is true about you.

Then it got practical in a way that only makes sense once restoration is off the table. Paper first, and paper twice — separated, because the failure you are guarding against is losing a bag. Digital copies demoted to a convenience rather than a backup, since they depend on the network and the charge you are already rationing.

And this, which reframed the medication entirely:

Write the medication down separately in plain language: the name of the drug, the strength, the schedule, and the prescribing doctor. […] This single sheet of paper is the most valuable document this household owns, because it is the only one that converts into medicine somewhere else.

A pill bottle is a supply. A written prescription is a claim you can make somewhere else. Those are not the same object, and the difference only becomes obvious once you have told the model the supply chain is not coming back.

Run It On Your Own Situation

Both passes with the brackets open. Fill Pass 1, let it produce the analysis, then paste that analysis into Pass 2.

Template — pass 1, the failure analysis
You are producing a one-page failure analysis for a specific household facing a specific
emergency. This is not a guide and not advice. It is the reasoning layer a guide will
later be built on.

THE SITUATION
Threat: [THREAT + DURATION - e.g. extended grid failure / hurricane with 72 hours warning /
water main failure / conflict reaching the area]. [STATE WHETHER THE DAMAGE IS ACCIDENTAL
OR DELIBERATE - this single detail changes every answer below]
Household: [WHO LIVES THERE - ages of children, pets, anyone with mobility or medical needs]
Home: [HOUSING TYPE + the details that constrain you - floor, exits, glass, heat source,
cooking fuel, water source]
Already have: [WHAT YOU ACTUALLY OWN, and name what you do NOT - generator, fuel, vehicle,
medication supply]

PRODUCE FIVE THINGS, nothing else:

1. FAILURE ORDER
   What stops working, in the order it stops, across the full duration. Be specific to
   [YOUR HOME'S DEFINING CONSTRAINT].

2. RESTORATION ASSUMPTION
   For each failure above, state plainly whether it repairs on a schedule or stays broken.
   Say which failures the household should stop expecting to come back, and what that
   changes about planning.

3. THIS HOUSEHOLD'S FOUR WEAK POINTS
   Vulnerabilities created by who lives here and where they live, that a generic checklist
   would not catch. One sentence of consequence each.

4. THE DECISION THAT MATTERS MOST
   Name the single highest-stakes decision this household faces, state when it must be made,
   and give the observable signals that force it either way.

5. WHAT IS ALREADY FINE
   What this household does not need to worry about, and why. Be generous here.

Under [N] words total. Plain sentences. No preamble, no summary, no encouragement.
Do not offer solutions - only the analysis. Do not reference any real country, conflict, or
current event.

The line that matters most is the one asking whether the damage is accidental or deliberate. Change that single detail and every answer downstream changes with it, which is worth testing both ways just to watch it happen.

Template — pass 2, the guide
Below is a failure analysis for a specific household. Write their preparedness guide from it.

Every recommendation must trace to something in the analysis. If the analysis did not raise
it, leave it out. Pay particular attention to the restoration assumption - anything that
stays broken changes what is worth stockpiling versus what is worth learning.

[PASTE PASS 1 OUTPUT HERE]

WRITE [N] SECTIONS:

1. THE GO BAG - about [N] words
   Three tiers, labelled [YOUR THREE TIERS - e.g. gets us out alive / proves who we are /
   keeps us going]. Every item in exactly one tier, each with a one-clause reason drawn
   from the analysis.

2. [THE SHELTER SECTION - name it for what the threat demands. Staying put: MAKING THIS
   HOME HOLD. Sheltering from a hazard: THE ROOM THAT PROTECTS YOU. Leaving: LEAVING A
   HOUSE THAT MIGHT NOT SURVIVE] - about [N] words
   State up front whether this home can be held for the stated duration or not. Order by
   what to do first. Cover [THE 3 TO 5 SURVIVAL SYSTEMS THAT MATTER FOR YOUR THREAT -
   heat, cooling, water, cooking, glass, air quality, exits].

3. DOCUMENTS AND PROOF - about [N] words
   What has to exist on paper, what needs a copy somewhere else, and what proves identity,
   residence, ownership, and medical need when the systems that normally confirm those are
   unavailable. Be concrete about format and storage rather than listing document names.

4. STAYING REACHABLE - about [N] words
   Four tiers by what infrastructure has to survive: (a) needs no power at all, (b) runs on
   stored battery, (c) needs regional infrastructure intact, (d) needs only satellites.
   Note which tiers are unreliable given the restoration assumption above. Categories only -
   no brands, no model numbers.

5. THE FIRST [N] HOURS - about [N] words
   Chronological, grouped by hour blocks, starting at [THE MOMENT IT BEGINS]. Every line is
   an action performed, written as an imperative. Put the key decision from the analysis at
   the hour it has to be made.

RULES
[TONE - calm and direct / plain and unsentimental / warm and steady]. Short sentences.
Assume intelligence, assume zero experience. Second person.
Invent nothing you cannot stand behind: no dosages, no frequencies, no legal claims about
what is permitted where, no prices, no model numbers.
Reference no real country, conflict, or current event.
Do not pad. Finish early rather than fill.
Plain prose and simple lists. No tables.

Section two has a slot for its own title, because a section called MAKING THIS HOME HOLD makes no sense for something you run from. Name it for what the threat actually demands.

Where It Gets Awkward

The honest problem with this technique is that it works. You will get answers that are correct and unpleasant, and the model will not soften them for you, because you told it not to.

The medication finding is a good example. It is genuinely useful and it is also the kind of thing you would rather not have printed out. That is the trade you are making when you ask for reasoning instead of a checklist.

It also needs two turns and Pass 1 needs to finish properly before Pass 2 gets anything worth building on. Rushing the first prompt gives you a thin analysis, and a thin analysis gives you the generic guide you were trying to avoid in the first place.

And this is a text exercise, not medical or legal advice. The prompt is deliberately told to invent no dosages, no frequencies, and no claims about what is permitted where — keep that instruction in, because a model asked for confident specifics will happily produce them.

The Short Version

Do not ask an AI for a guide. Ask it what breaks, in what order, and which of those things is not coming back. Then ask for the guide.

The second answer is a different document entirely, and the only thing you changed was making it think first.

Shane Blevins

The Contentrepreneur

Shane is an entrepreneur with numerous companies in both the brick and mortar and tech space. He currently focuses heavily on helping other entrepreneurs grow their brands with content and courses. 

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