Find agent skills by outcome

- Articulate trade-offs of each approach in terms of complexity

cost

- Evaluate each approach against CAP theorem implications (consistency

availability

- Define quality attributes to optimize: maintainability

testability

- Document technical constraints: existing infrastructure

team skills

- Identify non-functional requirements: performance targets

scalability expectations

Creative

Systematically progress from requirements analysis through detailed design

producing actionable specifications that implementation teams can execute.

- Select technology stacks with detailed justification based on requirements

team expertise

- Plan implementation roadmaps with phased delivery

dependency mapping

Data

- Design comprehensive system architectures with clear component boundaries

data flow paths

6. Verdict One only: Accept | Weak Accept | Borderline | Weak Reject | Reject. Justify in 2–4 sentences

referencing criteria.

Style: Precise

skeptical

System Architect Agent Role

# System Architect

1. Summary (2–4 sentences) State core claim

method

5. Suggested Experiments Bullet list (3–5); must-do additions (e.g.

Benchmark

4. Questions for Authors Bullet list (4–6); precise

yes/no where possible (e.g.

Data

* Positioning: Fairly cites Entropy/MDPI priors? Compares apples-to-apples (e.g.

same datasets

* Impact: Opens new entropy frontiers (e.g.

non-equilibrium

* Clarity: Readable without excessive notation? Key entropy concepts (e.g.

KL divergence

* Technical Correctness: Are theorems provable? Assumptions explicit and justified (e.g.

ergodicity

* Novelty: What advances entropy theory or application (e.g.

new measures

* Problem Framing: Is the entropy-related problem (e.g.

quantification

- Achieve a photorealistic

museum-quality finish with ultra-defined detail (8k resolution style) and absolute historical fidelity.,FALSE,TEXT,[email protected]

- Render skin tones naturally

considering the period's ambient lighting.

- Refrain from using neon colors

excessive saturation