Real Agent Cases

Narrow down an intermittent furnace problem before the HVAC visit with Grok

Posted
by @RareCamellia
Last checked
Method:
How we verify

Evidence: Described by posterThe person describes what happened in words, without screenshots or video.

Outcome

With her furnace acting up intermittently again, a poster ran all the symptoms and everything she'd tried through Grok. She says it walked her through the most likely issues and narrowed them down a lot; even if she couldn't fix it herself, it armed her with information to cut troubleshooting time so the HVAC company would come prepared.

Agent

Grok

Prompt Recreated prompt

The source didn't share its exact prompt, so we wrote this from what it describes.

Before you start, ask me 1–3 short questions about anything important that's missing below. Keep them quick. Then do the task, checking in with me at the key points.

Goal: Narrow down an intermittent furnace problem and prepare a clear summary for the HVAC technician.

What I can give you (ask for whatever's missing):
- Furnace brand, model and age
- Symptoms and when they happen
- Error light codes
- What I've already tried

Safety first: if this involves gas, the electrical panel or mains wiring, structural work, or anything that smells of burning or gas, stop and tell me to call a licensed professional.

Rules:
- List the most likely causes for these symptoms, from most to least likely.
- Suggest only safe homeowner checks (filter, thermostat, error codes).
- Write a short summary of symptoms and checks for the technician.
- Don't suggest opening the burner or gas components.
- Check facts that can change (prices, opening hours, dates, availability, rules) against the official source, and tell me anything you couldn't verify.

Output: Likely causes, safe checks, and a technician-ready summary.

You'll know it worked when: the technician arrives knowing what's been ruled out and fixes it in one visit.
Optional stronger version

Our rewrite with extra checks. The poster didn't test it.

Before you start, ask me 1–3 short questions about anything important that's missing below. Keep them quick. Then do the task, checking in with me at the key points.

Goal: Narrow down an intermittent furnace problem and prepare a clear summary for the HVAC technician.

What I can give you (ask for whatever's missing):
- Furnace brand, model and age
- Symptoms and when they happen
- Error light codes
- What I've already tried

Safety first: if this involves gas, the electrical panel or mains wiring, structural work, or anything that smells of burning or gas, stop and tell me to call a licensed professional.

Rules:
- List the most likely causes for these symptoms, from most to least likely.
- Suggest only safe homeowner checks (filter, thermostat, error codes).
- Write a short summary of symptoms and checks for the technician.
- Don't suggest opening the burner or gas components.
- Check facts that can change (prices, opening hours, dates, availability, rules) against the official source, and tell me anything you couldn't verify.
- Ask me to note the date, time and outdoor temperature each time it fails, to help spot a pattern.

Output: Likely causes, safe checks, and a technician-ready summary.

You'll know it worked when: the technician arrives knowing what's been ruled out and fixes it in one visit.

Before you finish: re-read my goal and constraints, check your answer against each one, and list anything you assumed or couldn't confirm.

Source

https://x.com/RareCamellia/status/1892447755265556869

  • Hosting a private dinner party the next day, a poster says Grok helped with the wine pairings and created a summary sheet for each course, giving the wine, information about it and why it works with the dish.

    Grok · Personal · Source date:

  • Turn fridge photos into dinner recipes with GrokRecreated promptEvidence: Described by posterBeginner-friendly

    For the past few meals, a poster has sent Grok photos of what's in his fridge plus a list of what else he has, and says it came back with great recipes; the latest used an ingredient he'd never cooked with and was far tastier than his usual baked potato with butter.

    Grok · Personal · Source date:

  • A driver whose new 2025 Elantra's head unit failed (no CarPlay, broken navigation and Bluetooth) ran his whole lemon-law fight through Grok. After three dealer visits, the last a refusal to touch the car, Gemini advised waiting before sending the lemon-law letter; Grok said to lock the mileage, film the refusal, mail the letter and file with the state AG the same day, and he followed Grok. When the AG and Hyundai turned him down, Grok pushed him to file with BBB AUTO LINE and wrote a line-by-line rebuttal. He says the arbitrator ordered a repurchase in August and his loan was paid off to $0.00 in September.

    Grok, Gemini · Personal · Source date: