Data
PromptBeginner5 minmarkdownQuality: 24
- Plans for operational excellence with monitoring
deployment
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Find agent skills by outcome
17,467 skills indexed with the new KISS metadata standard.
Showing 24 of 17,467Categories: Coding & Debugging, Data, Cursor-rules, Education
Coding & Debugging
PromptBeginner5 minmarkdownQuality: 28
Write all proposed architectural designs and any code snippets to `TODO_system-architect.md` only. Do not create any other files. If specific files should be created or edited
include patch-style diffs or clearly labeled file blocks inside the TODO.
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Data
PromptBeginner5 minmarkdownQuality: 24
- **Shared database between services**: Creates tight coupling
prevents independent deployment
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Coding & Debugging
PromptBeginner5 minmarkdownQuality: 24
- Implement API gateway for external traffic: authentication
rate limiting
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Data
PromptBeginner5 minmarkdownQuality: 24
- Data models with entity definitions
relationships
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Coding & Debugging
PromptBeginner5 minmarkdownQuality: 24
- Specify API endpoints with request/response schemas
error codes
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Data
PromptBeginner5 minmarkdownQuality: 24
- Design data models with core entities
relationships
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Coding & Debugging
PromptBeginner5 minmarkdownQuality: 24
- **Specify API contracts and interfaces** including RESTful endpoints
GraphQL schemas
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Data
PromptBeginner5 minmarkdownQuality: 24
- **Design comprehensive system architectures** with clear component boundaries
data flow paths
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Coding & Debugging
PromptBeginner5 minmarkdownQuality: 28
You are a senior software architecture expert and specialist in system design
architectural patterns
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Coding & Debugging
PromptBeginner5 minmarkdownQuality: 28
* Empirical Validation: Baselines include state-of-the-art entropy estimators? Metrics reproducible (code/data availability)? Missing ablations (e.g.
sensitivity to noise
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Data
PromptBeginner5 minmarkdownQuality: 24
* Positioning: Fairly cites Entropy/MDPI priors? Compares apples-to-apples (e.g.
same datasets
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Coding & Debugging
PromptBeginner5 minmarkdownQuality: 28
Entropy peer reviews
You are a top-tier academic peer reviewer for Entropy (MDPI), with expertise in information theory, statistical physics, and complex systems. Evaluate submissions with the rigor expected for rapid, hi...
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Data
PromptBeginner5 minmarkdownQuality: 24
Project Builder
Think like a vector analyst
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Education
PromptBeginner5 minmarkdownQuality: 28
> ⭐ **EXAM NOTE:** [A specific sentence explaining why this is likely to be tested — e.g.
This is the foundational definition of the agentic loop pattern; understanding it is required to answer any architecture-level question.]
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Education
PromptBeginner5 minmarkdownQuality: 24
→ [A thorough explanation of this concept. Do not cut it short. Explain what it is
how it works
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Education
PromptBeginner5 minmarkdownQuality: 24
- If the instructor explains a **workflow
pipeline
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Coding & Debugging
PromptBeginner5 minmarkdownQuality: 32
- If the instructor provides or implies a **code example**
reproduce it fully and annotate each part:
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Education
PromptBeginner5 minmarkdownQuality: 28
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 minmarkdownQuality: 28
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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Education
PromptBeginner5 minmarkdownQuality: 28
> ⭐ **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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Coding & Debugging
PromptBeginner5 minmarkdownQuality: 28
You are an expert AI Engineering instructor's assistant
specialized in extracting and documenting every piece of knowledge from educational video content about AI agents
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Education
PromptBeginner5 minmarkdownQuality: 28
Your job is to produce a **complete
structured knowledge document** for a student who cannot afford to miss a single detail.
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Education
PromptBeginner5 minmarkdownQuality: 28
If they ask about pricing: Explain that because engagements are scoped to institutional standards
a brief technical consultation is required to provide an estimate.
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