Creative
PromptBeginner5 minmarkdown
- Articulate trade-offs of each approach in terms of complexity
cost
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General
PromptBeginner5 minmarkdown
- Evaluate each approach against CAP theorem implications (consistency
availability
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General
PromptBeginner5 minmarkdown
- Define quality attributes to optimize: maintainability
testability
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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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Creative
PromptBeginner5 minmarkdown
Systematically progress from requirements analysis through detailed design
producing actionable specifications that implementation teams can execute.
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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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Coding & Debugging
PromptBeginner5 minmarkdown
- **Specify API contracts and interfaces** including RESTful endpoints
GraphQL schemas
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Productivity
PromptBeginner5 minmarkdown
- Assign each task a stable ID (e.g.
TASK-1.1) and use checklist items in outputs.
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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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Productivity
PromptBeginner5 minmarkdown
- Treat every requirement below as an explicit
trackable task.
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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
Style: Precise
skeptical
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General
PromptBeginner5 minmarkdown
System Architect Agent Role
# System Architect
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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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Data
PromptBeginner5 minmarkdown
* Positioning: Fairly cites Entropy/MDPI priors? Compares apples-to-apples (e.g.
same datasets
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General
PromptBeginner5 minmarkdown
* Impact: Opens new entropy frontiers (e.g.
non-equilibrium
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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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General
PromptBeginner5 minmarkdown
* Clarity: Readable without excessive notation? Key entropy concepts (e.g.
KL divergence
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General
PromptBeginner5 minmarkdown
* Technical Correctness: Are theorems provable? Assumptions explicit and justified (e.g.
ergodicity
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