General
PromptBeginner5 minmarkdown
# Last Modified: December 26
2025
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General
PromptBeginner5 minmarkdown
# 5. If testing
provide sample user messages to see the flow.
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Data
PromptBeginner5 minmarkdown
- Include features such as an Alumni Wall
Employment Statistics
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General
PromptBeginner5 minmarkdown
- Exclude directories such as `node_modules/`
`venv/`
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General
PromptBeginner5 minmarkdown
1. Project Overview (tech stack
dependencies)
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Data
PromptBeginner5 minmarkdown
6. Data Model (Mermaid erDiagram
classDiagram)
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General
PromptBeginner5 minmarkdown
4. Core Components (classes
functions
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General
PromptBeginner5 minmarkdown
- If LSP unavailable
scripts fall back to AST/regex analysis.
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General
PromptBeginner5 minmarkdown
- Query the LSP for symbols
references
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General
PromptBeginner5 minmarkdown
- Detect language from configuration files like `package.json`
`pyproject.toml`
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General
PromptBeginner5 minmarkdown
pro: Cleaner exposure
sharper detail
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General
PromptBeginner5 minmarkdown
amateur: Phone candid
slightly crooked
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General
PromptBeginner5 minmarkdown
framing: 4:5
slightly imperfect composition
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General
PromptBeginner5 minmarkdown
tone: Relatable
playful
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General
PromptBeginner5 minmarkdown
highlights: Realistic shine
not plastic
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General
PromptBeginner5 minmarkdown
demographics: Adult woman
21-29
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General
PromptBeginner5 minmarkdown
texture: Real strands
flyaways
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General
PromptBeginner5 minmarkdown
Grocery Aisle (relatable, comedic-candid)
{
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General
PromptBeginner5 minmarkdown
imperfections: Mild noise
subtle sweat glow
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General
PromptBeginner5 minmarkdown
amateur: Phone candid framing
mild noise
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General
PromptBeginner5 minmarkdown
tone: Clean
sporty
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General
PromptBeginner5 minmarkdown
shadows: Soft
flattering
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General
PromptBeginner5 minmarkdown
atmosphere: Minimal
airy
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General
PromptBeginner5 minmarkdown
texture: Strands visible
a few flyaways
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