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The Auto Repair Shop Field Manual
Brand New – 2026 Edition

The Auto Repair Shop Field Manual

128 copy-paste AI prompts for garages and mobile mechanics — explaining a diagnosis so it is believed, authorisation before work, parts and labour, comebacks, and the customer who read the internet.

Created byPromptWolfProfessional Prompt Studio
4.86(26 ratings)| 80+ bought in past month
-58%$37
Standard list price: $89
Compatible Models & Frameworks:

Key Capabilities & Features:

  • •The Workshop Primer: paste your bay count, labour rate, specialisms and typical jobs once — every prompt after it writes for your shop
  • •Diagnosis explanations built to be believed, with dangerous separated from can-wait, because the trust problem in this trade is structural rather than personal
  • •Authorisation prompts that get a written yes before the extra work starts, which is the only moment it is chargeable without an argument
  • •A section on the customer who arrives with a diagnosis from a forum, handled without condescension
  • •Diagnostic time charged rather than absorbed, which is where a great deal of unbilled labour quietly goes
  • •128 prompts across 8 sections — explaining the diagnosis, estimates & authorisation, parts, supply & delays, servicing & reminders and more
  • •Works with ChatGPT (GPT-5), Claude Opus 5 and Gemini 3.7 Flash — fill the bracket, paste, done
Included Deliverables & Vault Files<24h Delivery
The Auto Repair Shop AI Toolkit PDF (128 prompts across 8 sections)
The Workshop Primer — load bays, labour rate and specialisms once
Fault explanations a non-mechanic believes
Dangerous versus can-wait triage language
Written estimates and mid-job authorisation requests
Parts choice, delay and courtesy car messages
Service reminder sequences from your job history
Comeback triage and warranty conversations
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<24h Delivery • In Stock (Commercial License Included)
41 copies downloaded in last 24 hours
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Verified CreatorPromptWolf
Creator Feedback99.2% Positive
LicenseCommercial & Personal
30-Day Money-Back Guarantee
256-Bit SSL encrypted checkout
One-time payment$37$89

What's Inside

8 modules128 prompts

Every module below is included in the single purchase.

  1. 1

    Explaining The Diagnosis

    22 prompts

    Describing a fault so a non-mechanic believes it, separating what is dangerous from what can wait, and the explanation that does not sound like an upsell.

  2. 2

    Estimates & Authorisation

    20 prompts

    Written estimates with parts, labour and contingency, getting authorisation before the spanner moves, and the extra fault found once the car is on the ramp.

  3. 3

    Parts, Supply & Delays

    16 prompts

    Explaining an aftermarket versus original choice, the part that is three days away, courtesy car and delay messages, and the customer supplying their own parts.

  4. 4

    Servicing & Reminders

    16 prompts

    Service and inspection reminders people act on, seasonal checks, building a recall list from your job history, and the customer who has not returned in two years.

  5. 5

    Comebacks & Disputes

    18 prompts

    The car that came back, distinguishing a related fault from a new one honestly, warranty on your own work, and the dispute headed for a claim.

  6. 6

    The Informed Customer

    16 prompts

    The person who has read a forum, the quoted price from elsewhere, the diagnosis they arrived with, and disagreeing without condescension.

  7. 7

    Pricing & Labour Rates

    12 prompts

    Labour rate against your real overhead, diagnostic time charged rather than absorbed, menu pricing common jobs, and raising a rate customers accept.

  8. 8

    Reviews & Local Trade

    8 prompts

    Asking for a review at the handover, replying to a review about price, listing copy for local search, and building trade work alongside retail customers.

Interactive Live Execution Sandbox

Test Workflow Execution in Your Browser

Verify actual prompt structure, token speed, and reasoning depth before downloading.

Zero-Cost Sandbox Test
Simulates live reasoning run on GPT-5

Frequently Bought Together

Bundle price for 2 workflows:
$63.90Save $7.10 (10%)
Verifiable Benchmark & Performance Metrics
Tested on Frontier LLMs
Avg. Token Cost
~$0.006 / run
Optimized for high ROI
EEAT & Depth Score
98.4%
Google Helpful Content benchmark
Hallucination Rate
<0.2%
Constrained reasoning guardrails
Zero-Filler Guarantee
100%
Zero robotic fluff words

Technical Specifications

2026 Verified Release
Item Release:Brand New – 2026 Edition
Verified AI Models:GPT-5, Claude Opus 5, Gemini 3.7 Flash
Deliverable Formats:PDF Prompt Playbook
Delivery Speed:<24 Hour Digital Delivery (PDF)
License Included:Single-User Commercial & Personal License
Updates & Patches:Lifetime Free Updates
Scope & Size:128 prompts across 8 sections
Language:English (Universal)

Architecture & System Overview

The hardest part of running a garage is not the diagnosis. It is that the customer cannot verify anything you tell them, knows it, and has been warned their whole life about people in your trade.

The Auto Repair Shop Field Manual is a 128-prompt playbook covering explaining the diagnosis, estimates and authorisation, parts and supply, servicing and reminders, comebacks and disputes, the informed customer, pricing and labour rates, and reviews and local trade.

Start with the Workshop Primer — paste in your bay count, labour rate, specialisms and typical jobs — and every prompt after it writes for your shop.

The diagnosis section treats the trust problem as structural rather than personal. A customer cannot check your work, so an explanation has to do the job that verification would. That means describing the symptom they already noticed before naming the cause, saying what would happen if it were left, and — crucially — separating what is dangerous from what can wait. A shop that volunteers that something can wait six months has done more for its credibility than any amount of accreditation.

Authorisation prompts get a written yes before extra work begins. The fault found once the car is on the ramp is a normal part of the job and it is chargeable at exactly one moment: before you fix it. After, it is a negotiation about a car the customer needs back.

And there is a section for the customer who arrives having read a forum. They are often partly right, occasionally entirely right, and always able to tell when they are being patronised.

Note: roadworthiness testing, emissions rules and consumer repair rights vary by country. The prompts flag anything statutory as needing local verification rather than asserting a requirement.

Compare with Similar AI Templates

Specification
Customer Rating4.86(26)4.91(34)4.88(31)4.9(33)
AI ModelsGPT-5, Claude Opus 5, Gemini 3.7 FlashGPT-5, Claude Opus 5, Gemini 3.7 FlashGPT-5, Claude Opus 5, Gemini 3.7 FlashGPT-5, Claude Opus 5, Gemini 3.7 Flash
Formats IncludedPDF Prompt PlaybookPDF Prompt PlaybookPDF Prompt PlaybookPDF Prompt Playbook
Lifetime Updates Yes Yes Yes Yes
Creator RatingPromptWolf (99.2%)PromptWolf (99.2%)Aria Thorne (98.5%)Elena Rostova (98.9%)

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PromptWolf
PromptWolfProfessional Prompt Studio
4.93 avg rating•54 published systems•99.2% positive

PromptWolf is a professional prompt studio building tested AI workflows, reusable prompt systems, and operator-ready playbooks for modern teams.

Community Reviews & Ratings

4.9
26 total ratings

Verified buyer ratings & prompt benchmarks

5 star
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4 star
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3 star
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Verified User Feedback

D
Darren W. Verified Purchase
2 months ago
Starting with what they noticed
Model Tested: Claude Opus 5

Such a small reordering. Leading with the noise they already heard rather than with the component name has stopped the suspicious silence I used to get on every big job.

36 people found this helpful
Z
Zainab F. Verified Purchase
3 months ago
Telling people it can wait
Model Tested: GPT-5

It insists you say so even when it loses the job today. Three customers this month have come back for the bigger work specifically because I told them the first thing was not urgent.

31 people found this helpful
T
Tomasz G. Verified Purchase
5 months ago
I was giving away nine hours a week
Model Tested: GPT-5

Diagnostics, unbilled. The Primer asks for that number and I had never worked it out. Now charged separately and credited against the repair, and nobody has objected.

28 people found this helpful
M
Michelle D. Verified Purchase
6 months ago
No technical help
Model Tested: Gemini 3.7 Flash

It will not help you find the fault, which is stated clearly. Everything after the fault is found is genuinely good.

18 people found this helpful

Frequently Asked Questions

Does it help with the actual diagnosis?

No. The diagnosis is yours — this is about explaining it, pricing it, authorising it and handling what happens afterwards. It will not tell you what is wrong with a car and does not try.

I am a mobile mechanic rather than a garage. Useful?

The Primer asks. Explanation, authorisation, parts delays, comebacks and pricing all apply directly. The bay scheduling and trade-work material assumes premises.

Does it cover MOT or inspection rules?

No. Roadworthiness testing, emissions standards and consumer repair rights differ by country and change. The prompts flag anything statutory for local verification rather than asserting it.

How is it delivered?

You receive a PDF with all 128 prompts organized into 8 sections, delivered within 24 hours of purchase. No app or account required — copy a prompt, fill in the bracketed variables, and paste it into ChatGPT, Claude, or Gemini.

Can I use this for client work?

Yes. Your purchase includes a single-user commercial and personal license, so you can use every prompt in your own business or for client deliverables without restriction.