Sample
int-b878b42f1e2c-I12
Inline all eligible single-use intermediate local variables
Scores
| Method | Score | Scale |
|---|---|---|
| Posnett | 0 | 0–1; higher is more readable |
| Scalabrino | 0.858 | 0–1; higher is more readable |
| Dorn | 0.488 | 0–1; higher is more readable |
| Mi | 0.583 | 0–1; higher is more readable |
| LLOC | 24 | Logical lines; fewer is more readable |
| DeepSeek V4 Pro | 18 | 0–20; mean of three runs |
| GPT-6.1 Sol | 19 | 0–20; mean of three runs |
| BTTF | 0.738 | 0–1; higher is more readable |
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Source regions
Feature contributions
Feature contributions
| Feature | Value | Contribution (log-odds) |
|---|---|---|
| Halstead volumeHow much symbolic information the code contains. It combines the total number of operators and values with the number of distinct ones. | 1179.397 | −38.92 |
| Source linesThe number of non-empty source lines. | 72 | +28.8 |
| Byte entropyHow varied the bytes in the source text are. Repeated bytes give a lower value; a more even mixture gives a higher value. | 4.53 | −6.795 |
Intercept 8.87 + feature contributions = -8.045 (log-odds).
Score = sigmoid(-8.045) = 0.
| Score | 0.858 |
|---|
Feature contributions
| Feature | Value | Contribution (log-odds) |
|---|---|---|
| Comment layout frequencyHow frequently the layout switches between lines containing only comments or whitespace and lines containing code. | 73 | −1.548 |
| Indentation frequencyHow rapidly indentation changes from line to line. | 58 | +1.269 |
| Comment layout (horizontal)How rapidly the visual pattern of comment characters changes from left to right. | 107.973 | +0.938 |
| Number layout frequencyHow rapidly the number of numeric values per line changes through the code. | 58 | −0.91 |
| Identifier layout (horizontal)How rapidly the visual pattern of identifier characters changes from left to right. It measures spatial frequency, not the meaning of the names. | 107.986 | −0.909 |
| Identifier layout (vertical)How rapidly the visual pattern of identifier characters changes from top to bottom. | 71.917 | +0.595 |
| Operator visual areaThe share of the code’s visual area occupied by operators such as +, =, and *. | 0.051 | +0.447 |
Intercept 0.07 + feature contributions = -0.048 (log-odds).
Score = sigmoid(-0.048) = 0.488.
| Score | 0.583 |
|---|
| Score | 24 |
|---|
Run 1
The code is highly readable with clear structure and intent. The class has a single, well-documented responsibility: wrapping an OpenSSL credential without ownership. Javadoc comments explain the purpose, lifecycle, and BoringSSL-specific nature. Fields are meaningfully named, and the constructor validates its preconditions. Methods are short and follow a consistent, predictable pattern. Nesting is flat—only one conditional exists (in credentialAddress), and it is simple. Action granularity is appropriate, with each line performing a single logical operation. The retain/touch overrides are boilerplate but concise and follow Netty conventions. Reading flow is natural: class declaration, fields, constructor, then overridden methods. Minor deductions: the touch(Object hint) override ignores the hint and returns this, which may seem puzzling without additional context, and the released flag is only checked in credentialAddress, not type(). Overall, the code is clear, maintainable, and easy to follow.
Run 2
The code is well-structured with clear separation of fields, constructor, and methods. Nesting is minimal, limited to simple null/zero checks. Intent is clearly documented through Javadoc and method names, making the non-owning behavior explicit. Code length is appropriate for the functionality. Each method performs a single action or returns a field, maintaining good action granularity. Reading flow is natural, progressing from declaration to construction and then behavior. Minor improvements could include stronger null validation for type and considering final for the released flag usage, but overall it's highly readable.
Run 3
The code is highly readable with clear structure and intent. It has a flat class hierarchy, minimal nesting, and well-documented purpose via Javadoc. Each method performs a single action, and the reading flow follows a logical sequence: fields, constructor, then methods. The volatile boolean flag for release state is clearly named and used consistently. The retain/touch methods delegate cleanly to the superclass with appropriate casts, avoiding unnecessary repetition. The constructor has a single, well-placed validation check. Overall, the code is concise, well-organized, and easy to follow.
Run 1
Code Structure: Fields, constructor, accessors, reference-counting methods, and cleanup are logically organized. Nesting: Only simple, single-level guard clauses are used. Clarity of intent: Descriptive names and documentation clearly explain non-ownership and externally managed native-pointer lifetime; the no-op touch(Object hint) could benefit from a brief explanation. Code length: Compact, with necessary interface overrides and little unnecessary code. Action granularity: Each statement performs one clear action on its own line. Reading flow: Consistent formatting and predictable method ordering make the class easy to follow, though a blank line between the package declaration and imports would improve visual separation.
Run 2
Code Structure: Fields, constructor, accessors, reference-counting overrides, and deallocation are logically organized. Nesting: Only shallow validation guards appear, keeping methods easy to scan. Clarity of intent: Descriptive names and documentation clearly explain the non-owning wrapper and externally managed lifetime; deallocate() marks release without freeing the pointer. Code length: Compact implementation with justified interface boilerplate, though repetitive casts add minor visual noise. Action granularity: Each statement performs a single action, with validation and assignments clearly separated. Reading flow: Consistent formatting and short methods provide a natural progression from initialization to access and lifecycle management. Minor readability limitations include casts whose compatibility depends on the interface hierarchy and lifecycle behavior that requires familiarity with AbstractReferenceCounted.
Run 3
Code Structure: Fields, constructor, accessors, reference-counting overrides, and deallocation are logically organized. Nesting: Only simple, single-level conditionals appear. Clarity of intent: Descriptive names and documentation clearly explain the non-owning wrapper and externally managed native lifetime; the inherited reference-counting behavior requires some framework familiarity. Code length: Short methods and minimal implementation keep the class concise, with justified interface boilerplate. Action granularity: Each statement performs one clear action, without compressed expressions. Reading flow: Consistent formatting and predictable method ordering make the code easy to follow. Minor spacing improvements around package and imports could improve presentation.