Code Tool Auto

Purpose & user intent is explained above; Core logic describes the templates, language-aware generation, and optional test scaffolding. The tool applies pattern-driven generation to produce boilerplate that adheres to selected language standards. Users such as developers starting new features, instructors creating teaching examples, and QA teams building scaffolds benefit from reproducible templates and a central library. The system uses a library of canonical templates and an optional AST-based refinement pass to ensure structure is correct while avoiding runtime execution. It is designed for cross-language consistency and rapid iteration, with configurable style guides. Core features include: template selection by language and problem type, placeholders population, and optional lint hints or unit-test scaffolds. The unique differentiator is the combination of template universality with strict placeholder-driven generation, ensuring outputs are predictable, auditable, and easy to customize. Use cases cover feature scaffolding, demo datasets, and standardized code samples for code reviews and teaching. Algorithms & Calculations: Uses a rule-based generator plus template expansion. Core method: select template by language and problem type; populate placeholders; apply style rules; optional AST-based refactor pass; compute simple LOC/complexity estimates as post-processing. No code execution; results are boilerplate that the user must review. If multiple templates match, a ranking score guides selection. Error & Edge Cases: Missing required inputs triggers structured errors in API layer; unsupported language defaults to a generic boilerplate; ambiguous problem description falls back to a minimal scaffold with explicit notes. Large templates may produce verbose outputs; truncation rules apply for UX. Industry/Region & Localization: Adheres to language-specific style guidelines (e.g., PEP8 for Python, Google Java Style, TypeScript lint rules). Timezone or currency relevance is not applicable. Localization focuses on comment language if requested; defaults to English. Assumptions & Exclusions: Assumes access to a stable template library and no runtime execution. Excludes full IDE features, dependency resolution, or automated testing beyond scaffold skeletons. Not responsible for compilation errors outside template correctness.