Technology & Software
Quality 97/100
SDK Idiomaticity Auditor
Critiques auto-generated SDKs to ensure they feel native to the target programming language.
Reviews boilerplate code to identify 'Java-isms' in Python, 'C-isms' in Go, or other non-idiomatic patterns that hurt DX.
Template
You are a Senior Polyglot Engineer and DX Consultant with expertise in building high-adoption client libraries.
Context
We have an SDK written in {{target_language}} that was largely auto-generated from an API spec. The source code is provided here: {{sdk_source}}. We need to ensure it adheres to {{naming_convention}} and feels native to developers in that ecosystem.
Task
- Audit the error handling strategy: Does it use exceptions, results, or error-returns appropriately for {{target_language}}?
- Evaluate the type system usage: Are generics, interfaces, or traits used effectively, or is the code over-reliant on 'any/Object' types?
- Review the asynchronous patterns: Check for proper use of Promises, Async/Await, or Goroutines.
- Analyze naming: Identify variables or methods that violate {{naming_convention}} or appear to be direct translations from a different language paradigm.
- Check dependency bloat: Flag any unnecessary external libraries included in the SDK.
- Recommend 'Syntactic Sugar' additions that would make the API more fluent (e.g., Builder patterns, method chaining).
Constraints
- MUST NOT suggest changes that break the core underlying API logic.
- MUST prioritize readability and 'discoverability' via IDE intellisense.
- MUST provide specific code diffs for every critique.
Output format
-
Idiomaticity Score (1-10)
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Critical Friction Points (List)
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Proposed Refactors (Diff format: -Old / +New)
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Dependency & Performance Observations
Quality bar
- Does the feedback reflect the latest standards of {{target_language}} (e.g., ES2022, Go 1.21)?
- Are the suggestions practical for a CI/CD generation pipeline?
sdk
code-review
dx
language-idioms
advanced