General
PromptBeginner5 minmarkdown
- Map scalability bottlenecks and propose solutions (horizontal scaling
caching
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General
PromptBeginner5 minmarkdown
- Include pagination
filtering
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General
PromptBeginner5 minmarkdown
- Define message queue topics
event schemas
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General
PromptBeginner5 minmarkdown
- Include deployment strategies
scaling approaches
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Data
PromptBeginner5 minmarkdown
- Design data models with core entities
relationships
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General
PromptBeginner5 minmarkdown
- Define each major component with its responsibilities
internal structure
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General
PromptBeginner5 minmarkdown
- Select and justify the best approach based on specific context
constraints
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General
PromptBeginner5 minmarkdown
- Assess operational burden: deployment complexity
monitoring requirements
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General
PromptBeginner5 minmarkdown
- Define quality attributes to optimize: maintainability
testability
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General
PromptBeginner5 minmarkdown
- Evaluate each approach against CAP theorem implications (consistency
availability
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General
PromptBeginner5 minmarkdown
- Document technical constraints: existing infrastructure
team skills
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General
PromptBeginner5 minmarkdown
- Identify non-functional requirements: performance targets
scalability expectations
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General
PromptBeginner5 minmarkdown
- **Select technology stacks** with detailed justification based on requirements
team expertise
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General
PromptBeginner5 minmarkdown
- **Plan implementation roadmaps** with phased delivery
dependency mapping
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Data
PromptBeginner5 minmarkdown
- **Design comprehensive system architectures** with clear component boundaries
data flow paths
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General
PromptBeginner5 minmarkdown
6. Verdict One only: Accept | Weak Accept | Borderline | Weak Reject | Reject. Justify in 2–4 sentences
referencing criteria.
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General
PromptBeginner5 minmarkdown
System Architect Agent Role
# System Architect
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General
PromptBeginner5 minmarkdown
Style: Precise
skeptical
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General
PromptBeginner5 minmarkdown
1. Summary (2–4 sentences) State core claim
method
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General
PromptBeginner5 minmarkdown
5. Suggested Experiments Bullet list (3–5); must-do additions (e.g.
Benchmark
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General
PromptBeginner5 minmarkdown
4. Questions for Authors Bullet list (4–6); precise
yes/no where possible (e.g.
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General
PromptBeginner5 minmarkdown
* Impact: Opens new entropy frontiers (e.g.
non-equilibrium
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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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General
PromptBeginner5 minmarkdown
* Novelty: What advances entropy theory or application (e.g.
new measures
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