Open-source alternatives to Google Gts

Mago is a PHP static analysis tool, linter, and code formatter. It detects type errors, dead code, and logic bugs through advanced type inference and flow analysis, while providing a deterministic engine to rewrite source files according to style guides. The project distinguishes itself with a WebAssembly runtime that enables PHP analysis to execute entirely within a web browser, allowing results to be shared via URL. It also provides a minimal Dockerized toolchain distributed as a scratch image for consistent execution across different processor architectures. The toolset covers architectur

ansible-lint is a static code analysis tool and linter designed to identify syntax errors and best practice violations within Ansible playbooks and roles. It functions as a quality gate for automation pipelines, scanning configuration files and scripts without executing the code to ensure reliability and consistency. The project distinguishes itself by acting as an automated code formatter that can correct identified linting issues and reformat files to meet community standards. It also serves as a dependency manager, automatically detecting and installing required roles and collections from

Anthony's ESLint config preset

This project is a comprehensive collection of Python programming education materials, including tutorials, exercises, and curated code samples. It serves as a learning curriculum and software engineering toolkit, utilizing Jupyter Notebooks to combine executable code with descriptive educational text. The repository provides practical implementation guides for building large language model applications, such as retrieval-augmented generation systems, stateful AI agents, and machine learning workflows. It distinguishes itself by offering a structured approach to agentic coding workflows, cover

prettier-eslint is a command-line code stylist and JavaScript formatter that integrates Prettier and ESLint. It functions as a linter wrapper, coordinating a sequential pipeline of formatting and linting tasks to ensure source code is both aesthetically consistent and rule-compliant. The tool resolves conflicts between style guides and logic rules by executing linting fixes after formatting. It allows for a configurable formatting sequence to prioritize specific rules and can identify unformatted files to facilitate use in version control hooks. The project provides capabilities for automati

This project is a collection of Swift coding standards and static analysis rules designed to ensure consistency across Swift projects. It provides a defined set of naming conventions and structural guidelines to maintain a shared style for teams. The repository centers on a SwiftLint configuration used to automate the detection and correction of style violations in source code. This configuration enables automated style enforcement, ensuring that code adheres to organizational standards without requiring manual review. The guidelines cover the standardization of code formatting, naming, and

rustfmt is a tool that automatically rewrites Rust source code to adhere to a consistent and standardized style guide. It functions as both a code formatter for transforming source files and a style linter used to verify if code matches required formatting rules. The system is configurable, allowing for the definition of custom formatting rules and language editions through configuration files to override default styles. It also supports selective formatting by using dedicated skip markers to prevent specific blocks of code from being modified. The tool provides capabilities for both source

RuboCop is a static code analyzer, linter, and formatter for the Ruby language. It detects style violations, potential bugs, and code smells by scanning source code without executing the program. The tool enforces a predefined Ruby style guide by flagging deviations and automatically rewriting source code to ensure consistency across projects. It includes a language server that provides real-time analysis and formatting suggestions directly within text editors.

This project provides a collection of coding standard specifications, style guides, and configuration assets used to define automated rules for static code analysis in Ruby. It serves as a centralized set of RuboCop configurations and static analysis rules to ensure consistent syntax and idiomatic usage across a codebase. The project establishes a comprehensive Ruby style guide that defines naming conventions, indentation, and structural requirements. It utilizes a pluggable linting engine to enforce these standards through a defined set of patterns and constraints. The capability surface co

Semistandard is a static analysis tool and automated code formatter designed to enforce consistent JavaScript syntax and formatting standards across a codebase. It functions as a linter that identifies deviations from established style rules and provides automated corrections to resolve formatting errors without manual intervention. The tool is distinguished by its specific focus on semicolon usage, ensuring that all statements adhere to a uniform syntax standard. It provides comprehensive style management by verifying code against predefined rules and blocking non-compliant submissions withi

This project is a software engineering reference that provides a cross-language formatting standard and industry-standard practices for architectural patterns, memory management, and identifier naming. Its primary purpose is to implement a unified set of indentation and whitespace rules applied consistently across multiple distinct programming environments. The project specializes in technical documentation localization, providing Chinese language translations of official programming style guides. It maps original English coding standards to Chinese language references to maintain meaning acr

scss-lint is a static analysis tool and configurable style validator for SCSS stylesheets. It identifies syntax errors and enforces coding style consistency in CSS preprocessor files before they are compiled. The project provides an extensibility system for loading custom linting rules from local directories or external libraries. It allows for the definition of project-specific style standards and supports the creation of baseline configurations to facilitate incremental code cleanup. The tool includes capabilities for source control management hook integration and source preprocessing via

autopep8 is a Python static code styler and formatter designed to automatically rewrite source code to comply with the PEP 8 style guide. It functions as a recursive code cleaner that identifies and fixes indentation, whitespace, and syntax irregularities across entire projects. The tool performs structural refactoring using abstract syntax tree transformations to execute non-whitespace changes, such as shortening long lines and improving identity tests. It includes an aggressive refactoring mode for complex style violations and supports selective formatting via inline markers to disable chan

This project is a static analysis linter, code quality tool, and language auditor for Rust. It functions as an automated refactoring system designed to identify common mistakes and suggest idiomatic improvements for Rust source code. The tool identifies non-idiomatic patterns, performance bottlenecks, and code smells to improve the overall correctness and quality of the code. It specifically audits memory safety by flagging suspicious use of unsafe blocks and pointer manipulations and detects inefficient operations to optimize execution speed. The analysis surface covers coding style enforce

Prek is a Git hook manager written in Rust that runs configured hooks as a single binary without requiring Python or other external runtimes. It executes hooks faster than standard tools through parallel processing and bundled Rust implementations, and includes a built-in hook repository that enables fully offline operation without network access or environment setup. The tool supports both TOML and YAML configuration formats with identical semantics, and can run hooks from existing pre-commit configuration files without modification. Prek distinguishes itself through workspace-aware monorepo

pycodestyle is a Python code quality utility that checks source files against the PEP 8 style guide, reporting deviations as a static analysis tool. Its primary function is to enforce consistent code formatting by scanning files and flagging violations with precise line and column numbers for direct integration into editors or workflows. The tool combines token-based pattern matching with abstract syntax tree (AST) context enrichment, enabling it to evaluate both surface-level formatting and deeper structural patterns. Its architecture supports custom validation rules through a plugin interfa

Standard is a zero-configuration static analyzer, linter, and formatter for JavaScript. It functions as a style guide that enforces consistent coding rules and identifies programming errors without requiring manual configuration files. The tool distinguishes itself by providing an automatic code fixer that scans source files to correct style violations and ensure a uniform codebase. It implements a predefined rule set to eliminate the need for project-specific configuration. The project covers a broad range of static analysis capabilities, including support for experimental language syntax a

Overcommit is a Git hook manager and pre-commit validation framework designed to automate the execution of scripts and checks during various Git events. It serves as a workflow automation tool that ensures code quality and project standards are met before changes are committed or pushed to a remote repository. The system distinguishes itself through a comprehensive YAML-based configuration that allows for detailed hook behavior control, including file execution filtering, conditional skipping, and the management of hook dependencies. It provides specialized roles such as a commit message vali

This project is a CSS linter and static analysis tool designed to identify syntax errors, logic flaws, and problematic patterns in Cascading Stylesheets. It functions as a command line validator that verifies code quality and enforces consistent styling and coding standards without requiring a web browser. The analyzer distinguishes itself by incorporating web accessibility auditing to detect patterns that hinder users with disabilities. It also performs browser compatibility checking to identify non-standard hacks and missing vendor prefixes, and provides performance optimization analysis to

Proselint is a prose linter and rule-based text analyzer designed to identify stylistic errors, clichés, and jargon in written text. It scans documents against a curated registry of linguistic and typographic rules to maintain professional editorial standards and improve writing quality. The project functions as a command line text processor, a programmable analysis library, and a git pre-commit hook. Its modular architecture allows the core engine to be embedded into other applications, exposed via a REST API, or integrated into text editors. The tool supports recursive directory traversal

Spotless is a multi-language formatting orchestrator and Gradle plugin that automates code styling across various programming languages within a single build pipeline. It functions as a coordinator for multiple third-party formatters, a code style linting tool, and a system for inserting and updating standardized license headers. The project distinguishes itself through git-integrated style enforcement, using pre-push hooks and git references to apply formatting only to modified files or lines. It supports shared build configurations, allowing formatting rules to be distributed and loaded acr

p3c is a Java static analysis tool and code quality linter designed to enforce professional coding guidelines and quality standards. It utilizes a set of custom rules based on the PMD engine to scan source code for style violations, performance bottlenecks, and potential bugs. The project is distributed as an IDE linting plugin that provides real-time feedback and warnings during development. It also includes functionality for pre-commit code quality gates, allowing modified files to be scanned and blocked if they violate defined rules before being committed to version control. The analysis

This is an open-source educational website that translates and localizes MIT's Missing Semester course, teaching practical computing skills for computer science students. The curriculum covers developer tooling, shell scripting, version control, security fundamentals, and open-source collaboration, with a focus on core computing skills including data processing pipelines, workflow automation, secure remote access, shell productivity, Vim editing, and Git version control. The project distinguishes itself by teaching command-line mastery, shell scripting, and automation to boost daily developer

Combination of multiple linters to run as a GitHub Action or standalone

React is a JavaScript library for building user interfaces based on a component-driven architecture and unidirectional data flow.

tsdx is a zero-config command line interface and build tool designed for developing, bundling, and distributing TypeScript libraries. It functions as a project scaffolder and development toolchain that initializes new libraries from templates with standardized folder structures and pre-configured dependencies. The project specializes in producing dual-format module distributions, simultaneously generating both CommonJS and ES modules to ensure compatibility across different JavaScript environments. It utilizes a Rollup-based bundling system to compile TypeScript source into optimized distribu