naming-analyzer

Suggest better variable, function, and class names based on context and conventions.

1.21x

Quality

45%

Does it follow best practices?

Impact

100%

1.21x

Average score across 3 eval scenarios

Securityby

Passed

No known issues

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Evaluation results

100%

30%

Open-Source Preparation: Python Data Processing Library

Python naming analysis report

Criteria

Without context

With context

Report heading

100%

Summary section counts

50%

100%

Severity sections

75%

100%

Issue entry format

80%

100%

Class naming violation

100%

Boolean prefix violation

100%

Single-letter / too-short params

100%

Abbreviation issues

100%

Misleading getter

100%

Convention Violations section

100%

Frontend Codebase Review Before New Team Onboarding

TypeScript naming conventions and constants

Criteria

Without context

With context

Report heading

100%

Summary with counts

100%

UPPER_SNAKE_CASE constants

100%

Constants include units

100%

PascalCase classes/interfaces

100%

Boolean prefix violations

100%

Misleading getData method

100%

Abbreviation issues

100%

Suggested renaming section

100%

Well-known abbreviations not flagged

100%

Issue entry format

100%

23%

Go Package Naming Review for Public Release

Go naming conventions and acronyms

Criteria

Without context

With context

Report heading

100%

Summary with counts

100%

Acronyms all caps — client type

100%

Acronyms all caps — field/param

100%

Unexported not incorrectly flagged

62%

100%

Exported PascalCase check

100%

Misleading getUser method

100%

Issue entry format

100%

Convention Violations section

100%

Suggested Renaming section

100%

Repository: softaworks/agent-toolkit
Commit: 3027f20

Evaluated: 30 days ago
Agent: Claude Code
Model: Claude Sonnet 4.6

Table of Contents

Open-Source Preparation: Python Data Processing Library Frontend Codebase Review Before New Team Onboarding Go Package Naming Review for Public Release

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