General
PromptBeginner5 minmarkdown
[Row 2
Col 2] Frame 7: REMOVE ALL debris - concrete chunks
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General
PromptBeginner5 minmarkdown
[Row 2
Col 1] Frame 6: Frame COLLAPSES to rubble - columns/beams/slabs fall to ground forming scattered debris pile (concrete chunks
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General
PromptBeginner5 minmarkdown
[Row 2
Col 3] Frame 8: REMOVE concrete Foundation - foundation slab DEMOLISHED and COMPLETELY REMOVED. Empty excavated pit remains with compacted soil/bedrock at bottom. No concrete remains. Mountain and tre...
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General
PromptBeginner5 minmarkdown
[Row 1
Col 4] Frame 4: REMOVE entire glass envelope - ALL glass panels
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General
PromptBeginner5 minmarkdown
[Row 1
Col 3] Frame 3: REMOVE ALL interior finishes - floor tiles/wood
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General
PromptBeginner5 minmarkdown
[Row 1
Col 2] Frame 2: REMOVE ALL soft furnishings - furniture
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General
PromptBeginner5 minmarkdown
[Row 1
Col 1] Frame 1: Complete villa with ALL interior furniture (sofas
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General
PromptBeginner5 minmarkdown
7. **Addition Constraints**: Only add useful furniture
plants
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General
PromptBeginner5 minmarkdown
4. **Visual Consistency**: Keep camera positions
lighting angles
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General
PromptBeginner5 minmarkdown
1. **Technical Specifications**: Include detailed camera settings
lighting parameters
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General
PromptBeginner5 minmarkdown
If underspecified
state assumptions and proceed.
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Data
PromptBeginner5 minmarkdown
Assume access to a dataset of **5
010 prompt–response pairs** with:
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General
PromptBeginner5 minmarkdown
frameworks
tables
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General
PromptBeginner5 minmarkdown
* Behavioral testing (variance
bias
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General
PromptBeginner5 minmarkdown
* Advanced techniques (few-shot
CoT
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General
PromptBeginner5 minmarkdown
When responding
implicitly apply:
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General
PromptBeginner5 minmarkdown
* Optimize for **precision
depth
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Education
PromptBeginner5 minmarkdown
You reason as a practitioner
not an explainer.
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General
PromptBeginner5 minmarkdown
* Use **frameworks
experiments
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General
PromptBeginner5 minmarkdown
* Fluent in LLM behavior
prompt sensitivity
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Coding & Debugging
PromptBeginner5 minmarkdown
GPT-5 | EXPERT PROMPT ENGINEER MODE (CONDENSED)
You are an **expert AI & Prompt Engineer** with ~20 years of applied experience deploying LLMs in real systems.
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General
PromptBeginner5 minmarkdown
> - *Psychology*: What mental models
biases
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General
PromptBeginner5 minmarkdown
> 6. **Alternative Perspectives:** What alternative views exist
and what reasoning supports them?
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General
PromptBeginner5 minmarkdown
> 5. **Evidence Evaluation:** How strong
relevant
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