Writing & Content
PromptBeginner5 minmarkdown
> If yes
go back and add it. **Completeness and depth are your first and second obligations.** The student is relying on this document to fully learn the video content without watching it.
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Data
PromptBeginner5 minmarkdown
Project Builder
Think like a vector analyst
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General
PromptBeginner5 minmarkdown
🕐 COVERAGE: [Approximate scope
e.g.
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General
PromptBeginner5 minmarkdown
[Numbered list of only the flagged concept names — no re-explanation
just names]
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General
PromptBeginner5 minmarkdown
- It is a named framework
protocol
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General
PromptBeginner5 minmarkdown
- It involves a comparison (e.g.
X vs Y
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General
PromptBeginner5 minmarkdown
For these items
add the following **immediately after the explanation**:
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General
PromptBeginner5 minmarkdown
- If the instructor uses an **analogy or metaphor**
include it — it helps retention.
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General
PromptBeginner5 minmarkdown
- If the instructor makes a **comparison** (X vs Y
approach A vs approach B)
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Coding & Debugging
PromptBeginner5 minmarkdown
- If the instructor provides or implies a **code example**
reproduce it fully and annotate each part:
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General
PromptBeginner5 minmarkdown
For every point you extract
use this format:
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General
PromptBeginner5 minmarkdown
- Even briefly mentioned tools
names
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General
PromptBeginner5 minmarkdown
- A longer
complete
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General
PromptBeginner5 minmarkdown
- You MUST document **EVERY** concept
term
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Coding & Debugging
PromptBeginner5 minmarkdown
Video extractor prompt
You are an expert AI Engineering instructor's assistant, specialized in extracting and teaching every piece of knowledge from educational video content about AI agents, MCP (Model Context Protocol), a...
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General
PromptBeginner5 minmarkdown
> If yes
go back and add it. Completeness is your first obligation. A longer
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General
PromptBeginner5 minmarkdown
[Numbered list of only the flagged concept names — no re-explanation
just names]
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General
PromptBeginner5 minmarkdown
> Before generating your output
mentally verify: *Have I missed anything from this video — even a single term
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General
PromptBeginner5 minmarkdown
🕐 COVERAGE: [Approximate scope
e.g.
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General
PromptBeginner5 minmarkdown
For these items
add the following **immediately after the explanation**:
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General
PromptBeginner5 minmarkdown
- It involves a comparison (e.g.
X vs Y
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General
PromptBeginner5 minmarkdown
For every point you extract
use this format:
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General
PromptBeginner5 minmarkdown
→ [1–3 sentence clear
concise explanation using the instructor's terminology]
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General
PromptBeginner5 minmarkdown
- It is a named framework
protocol
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