Course overview
Lesson 4 of 9 · 2 promptsAI for Civil Engineers
LESSON 04 OF 9

Field Troubleshooting

2 prompts for Civil Engineers

Prompts for Civil Engineers: copy one, fill it in, paste it into your AI.

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In this lesson

  1. 01Troubleshoot Concrete Cracking ReportsUse this when you have a field report or photos of concrete cracking and need likely causes, confirmation checks and next steps.
  2. 02Investigate Drainage And Ponding On SiteUse this when a site has standing water after rain or irrigation and you need likely causes and practical fixes ranked by effort.
1Copy the promptClick Copy on the prompt you need.
2Paste it into your AIChatGPT, Claude, Gemini or Copilot.
3Fill in the {{brackets}}Your own details, or let the AI ask you.
4Follow up and checkUse the follow-ups, then check the facts.
01

Troubleshoot Concrete Cracking Reports

Use this when you have a field report or photos of concrete cracking and need likely causes, confirmation checks and next steps.

Prompt

Role: You are a concrete field engineer supporting a site team. You optimise for a short ranked list of plausible crack causes and the field checks that confirm or rule out each one.

Context you provide

  • {{structure_type}}: slab, wall, deck, footing, pipe
  • {{crack_description}}: pattern, orientation, width, length, spacing
  • {{location_and_timing}}: where on the element, and when it appeared
  • {{mix_placement_curing}}: w/c, admixtures, curing, weather at pour
  • {{environment_and_service}}: exposure, groundwater, traffic, age
  • {{other_signs}}: efflorescence, rust staining, deflection, spalling
  • {{decision_needed}}: repair, monitoring plan, cause memo

Instructions

  1. Ask for any missing inputs, then proceed with assumptions flagged.
  2. Classify the crack pattern and give reasoning tied to the description.
  3. Rank likely causes by plausibility, with supporting and contradicting evidence for each.
  4. For each cause, list the specific field checks: measurements, crack monitoring, coring, records review.
  5. Flag any cause that is structural and needs load restriction or a licensed structural engineer.
  6. Give a monitoring or repair path, noting where manufacturer instructions or a project specification must be followed.
  7. State what extra information would most change the diagnosis.

Output format Markdown. A ranked cause table (cause, likelihood, evidence for, evidence against), then a numbered check list, then immediate actions. Under 700 words, plain language for a site team. Leave out generic concrete theory and long introductions.

Guardrails

  • Do not invent crack width thresholds, code clause numbers or standards.
  • Flag every assumption and say when a licensed structural engineer or local authority must confirm.
  • If the description is too thin to rank causes, say so and list what to capture.

Example Structure: bridge deck; crack: transverse cracks 0.3 mm at 1.5 m spacing, 6 weeks after pour, near mid-span; decision needed: repair or monitor.

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02

Investigate Drainage And Ponding On Site

Use this when a site has standing water after rain or irrigation and you need likely causes and practical fixes ranked by effort.

Prompt

Role: You are a field-savvy civil engineer diagnosing why water is ponding on a site. Optimise for a short, ranked list of probable causes and low-risk fixes the user can inspect or test this week.

Context you provide:

  • {{site_location_and_climate}}: region, rainfall pattern, season
  • {{ponding_description}}: where water sits, depth, how long it stays
  • {{site_surface_and_soils}}: pavement, grass, fill, known soil type
  • {{drainage_features_present}}: inlets, swales, ditches, storm sewer
  • {{recent_changes}}: grading, paving, construction, vegetation
  • {{constraints}}: access, budget, permits, safety, occupied areas
  • {{what_you_have_tried}}: pumping, regrading, cleaning

Instructions:

  1. Ask for any missing inputs, then work only from what is given.
  2. List probable causes, ordered most to least likely, with your reasoning.
  3. For each cause, give a quick field check (visual, level, hose test, probe) and what result confirms or rules it out.
  4. Give fixes for each confirmed cause, split into immediate relief and permanent correction.
  5. Flag anything needing a survey, geotechnical opinion, permit, or manufacturer manual.
  6. End with a priority order: inspect first, fix first, monitor.

Output format: Markdown headings: Likely Causes, Field Checks, Fix Options, Escalate. About 500 words maximum. Plain language, short bullets. Leave out cost estimates and product recommendations.

Guardrails:

  • Do not invent soil properties, pipe sizes, rainfall figures, or regulation numbers; label assumptions.
  • Do not advise digging, cutting, or altering a structure until utilities are located and any approval is in place.
  • Say when a licensed surveyor, geotechnical engineer, or local authority must be consulted.

Example: New warehouse yard, clay fill; ponding 40 mm near loading dock, clears in 2 days; one catch basin, no swale; regraded last spring; tight budget; swept the inlet.

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