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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Education
PromptBeginner5 minmarkdown
- If the instructor explains a **workflow
pipeline
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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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Education
PromptBeginner5 minmarkdown
→ [A thorough explanation of this concept. Do not cut it short. Explain what it is
how it works
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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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Education
PromptBeginner5 minmarkdown
Your job is to produce a **complete
detailed knowledge document** for a student who wants to fully learn and understand every single thing covered in the video — as if they are reading a thorough textbook chapter based on that video.
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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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Education
PromptBeginner5 minmarkdown
> ⭐ **EXAM NOTE:** [One sentence explaining why this is likely to be tested — e.g.
Core definition of agentic loops — instructors frequently test this.]
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General
PromptBeginner5 minmarkdown
- It involves a comparison (e.g.
X vs Y
0
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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