General
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# - xAI: Grok 4 (strong for clear
friendly explanations with good multi-turn stability)
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Data
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# These models excel at empathetic
patient
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General
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# Last Modified: December 26
2025
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General
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# 5. If testing
provide sample user messages to see the flow.
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General
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- Exclude directories such as `node_modules/`
`venv/`
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Data
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- Include features such as an Alumni Wall
Employment Statistics
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Data
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6. Data Model (Mermaid erDiagram
classDiagram)
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General
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Non-Technical IT Help & Clarity Assistant
# ==========================================================
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General
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# Version: 1.5 (Multi-turn optimized
updated recommendations & instructions section)
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General
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4. Core Components (classes
functions
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General
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- If LSP unavailable
scripts fall back to AST/regex analysis.
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General
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- Detect language from configuration files like `package.json`
`pyproject.toml`
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General
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- Query the LSP for symbols
references
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General
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1. Project Overview (tech stack
dependencies)
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General
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amateur: Phone candid
slightly crooked
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General
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pro: Cleaner exposure
sharper detail
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General
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tone: Relatable
playful
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General
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framing: 4:5
slightly imperfect composition
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General
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texture: Real strands
flyaways
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General
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highlights: Realistic shine
not plastic
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General
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Grocery Aisle (relatable, comedic-candid)
{
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General
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demographics: Adult woman
21-29
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General
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amateur: Phone candid framing
mild noise
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General
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atmosphere: Minimal
airy
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