Data
PromptBeginner5 minmarkdown
- Plans for operational excellence with monitoring
deployment
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Find agent skills by outcome
13,675 skills indexed with the new KISS metadata standard.
Showing 24 of 13,675Categories: Operations & Workflow, Cursor-rules, Data, Education, Coding & Debugging
Coding & Debugging
PromptBeginner5 minmarkdown
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 minmarkdown
- **Shared database between services**: Creates tight coupling
prevents independent deployment
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Coding & Debugging
PromptBeginner5 minmarkdown
- Implement API gateway for external traffic: authentication
rate limiting
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Data
PromptBeginner5 minmarkdown
- Data models with entity definitions
relationships
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Coding & Debugging
PromptBeginner5 minmarkdown
- Specify API endpoints with request/response schemas
error codes
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Data
PromptBeginner5 minmarkdown
- Design data models with core entities
relationships
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Coding & Debugging
PromptBeginner5 minmarkdown
- **Specify API contracts and interfaces** including RESTful endpoints
GraphQL schemas
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Data
PromptBeginner5 minmarkdown
- **Design comprehensive system architectures** with clear component boundaries
data flow paths
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Coding & Debugging
PromptBeginner5 minmarkdown
You are a senior software architecture expert and specialist in system design
architectural patterns
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Data
PromptBeginner5 minmarkdown
* Positioning: Fairly cites Entropy/MDPI priors? Compares apples-to-apples (e.g.
same datasets
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Coding & Debugging
PromptBeginner5 minmarkdown
* 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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Coding & Debugging
PromptBeginner5 minmarkdown
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 minmarkdown
Project Builder
Think like a vector analyst
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Education
PromptBeginner5 minmarkdown
> ⭐ **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 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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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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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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Coding & Debugging
PromptBeginner5 minmarkdown
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 minmarkdown
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 minmarkdown
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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