Coding & Debugging
PromptBeginner5 minmarkdownQuality: 26
Write all proposed architectural designs and any code snippets to TODO_system-architect.md only. Do...
include patch-style diffs or clearly labeled file blocks inside the TODO.
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Find agent skills by outcome
18,101 skills indexed with the new KISS metadata standard.
Showing 24 of 18,101Categories: Data, Communication, Coding & Debugging, Education
Data
PromptBeginner5 minmarkdownQuality: 22
- Shared database between services: Creates tight coupling
prevents independent deployment
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Coding & Debugging
PromptBeginner5 minmarkdownQuality: 22
- Implement API gateway for external traffic: authentication
rate limiting
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Communication
PromptBeginner5 minmarkdownQuality: 22
- [ ] Communication patterns are appropriate: sync for queries
async for commands and events
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Data
PromptBeginner5 minmarkdownQuality: 22
- Data models with entity definitions
relationships
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Communication
PromptBeginner5 minmarkdownQuality: 22
- Communication patterns between components with protocol
format
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Communication
PromptBeginner5 minmarkdownQuality: 22
- Choose communication patterns (REST
GraphQL
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Coding & Debugging
PromptBeginner5 minmarkdownQuality: 22
- Specify API endpoints with request/response schemas
error codes
0
Data
PromptBeginner5 minmarkdownQuality: 22
- Design data models with core entities
relationships
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Communication
PromptBeginner5 minmarkdownQuality: 22
- Specify communication patterns between components: synchronous (REST
gRPC)
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Coding & Debugging
PromptBeginner5 minmarkdownQuality: 22
- Specify API contracts and interfaces including RESTful endpoints
GraphQL schemas
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Data
PromptBeginner5 minmarkdownQuality: 22
- Design comprehensive system architectures with clear component boundaries
data flow paths
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Coding & Debugging
PromptBeginner5 minmarkdownQuality: 26
You are a senior software architecture expert and specialist in system design
architectural patterns
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Coding & Debugging
PromptBeginner5 minmarkdownQuality: 26
* Empirical Validation: Baselines include state-of-the-art entropy estimators? Metrics reproducible...
sensitivity to noise
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Data
PromptBeginner5 minmarkdownQuality: 22
* Positioning: Fairly cites Entropy/MDPI priors? Compares apples-to-apples (e.g.
same datasets
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Coding & Debugging
PromptBeginner5 minmarkdownQuality: 26
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: 22
Project Builder
Think like a vector analyst
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Education
PromptBeginner5 minmarkdownQuality: 26
⭐ 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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Coding & Debugging
PromptBeginner5 minmarkdownQuality: 30
- If the instructor provides or implies a code example
reproduce it fully and annotate each part:
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Education
PromptBeginner5 minmarkdownQuality: 22
- If the instructor explains a workflow
pipeline
0
Education
PromptBeginner5 minmarkdownQuality: 22
→ [A thorough explanation of this concept. Do not cut it short. Explain what it is
how it works
0
Coding & Debugging
PromptBeginner5 minmarkdownQuality: 26
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: 26
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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Education
PromptBeginner5 minmarkdownQuality: 26
⭐ 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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