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Jev Kuznetsov
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---
name: review
description: Audit the full codebase as a software architect. Score on 5 KPIs (Maintainability, Extensibility, Testability, Robustness, Clarity) and produce docs/review.md.
---
# Review
Audit the codebase, score each KPI 010, and produce `docs/review.md`.
## Process
1. Run the test suite to verify baseline health and gather coverage stats.
2. Analyze the codebase against the 5 KPIs below.
3. Produce `docs/review.md` using the template in `assets/template.md`.
## KPIs
1. **Maintainability** — How easily can the system be debugged, modified, or understood?
Metrics: modularity, cohesion, coupling, readability, simplicity.
2. **Extensibility** — How easily can new features be added without major refactoring?
Metrics: separation of concerns, dependency injection, use of interfaces/protocols.
3. **Testability** — How easily can components be tested in isolation and as a whole?
Metrics: pure functions, mockability, dependency inversion.
4. **Robustness** — How well does the system handle edge cases, errors, and real-world conditions?
Metrics: state management, predictability, fault tolerance.
5. **Clarity** — How quickly can a new developer understand the system's design and purpose?
Metrics: documentation, consistent naming, clear abstractions.
## Rules
- Be specific — cite `file:line` or `file:function` when pointing out issues.
- No filler — every bullet must be actionable or informative.
- Always include your model/version in the reviewer field.
- Do not modify any code. This is a read-only review.
- Keep the write-up concise.