Projects sharing features with Pyright

Phan is a static analyzer and type checker for PHP that identifies bugs and type incompatibilities without executing the code. It serves as a quality gate for continuous integration pipelines and a tool for verifying type safety, specifically checking union types, generics, and array shapes. The project is distinguished by its use of a background daemon and Language Server Protocol implementation, which provide real-time diagnostics and navigation within editors. It also features a baseline-based suppression system that allows developers to record existing errors in a snapshot file to focus e

Pyrefly is a static type checker for Python that operates as a language server, delivering real-time diagnostics, completions, and navigation in any editor supporting the Language Server Protocol. It also performs static tensor shape analysis, using symbolic dimension variables and arithmetic to verify shape consistency in deep learning models without runtime execution. Beyond core type checking, Pyrefly supports gradual adoption workflows: it can generate a baseline of known errors so only new issues are reported, migrate configuration from other type checkers, and automatically suppress exi

Pyre is a high-performance static type checker and analysis tool for Python. It identifies type errors and ensures type safety without executing the program, utilizing a static type inference engine to maintain consistency across functions. The project is distinguished by an incremental type analysis engine that operates as a background daemon. This system monitors filesystem changes to re-validate only modified parts of a project, reducing the time required for repeated analysis. It also includes a static analysis security tool that uses taint analysis to track untrusted data flows and ident

Ruff is a high-performance static analysis and code formatting tool designed for Python. Built in Rust, it functions as a comprehensive engine that scans source code to detect programming errors, security vulnerabilities, and deviations from established coding standards. By parsing source code into a structured tree representation, it provides both automated linting and style enforcement across entire projects. The tool distinguishes itself through its speed and deep integration into the development lifecycle. It utilizes parallelized file processing to maximize throughput on large codebases

Larastan is a static analysis extension and type inference engine for PHP designed to detect bugs and type errors in Laravel applications. It extends PHPStan to resolve framework-specific patterns and magic methods, providing a rule-based scanning engine to audit code quality without executing the application. The tool specializes in Eloquent analysis, verifying that model properties, casts, and relationships align with database schemas and migrations. It tracks types across Eloquent collections, custom builders, and model factories to ensure type safety during database operations and iterati

gore is an interactive shell and read-eval-print loop for the Go language. It serves as a prototyping tool that allows for the evaluation of expressions, statements, and function declarations in a terminal-based interface without requiring a full build cycle. The project integrates as a language server client to provide intelligent code completion, real-time code suggestions, and automatic package import resolution. It further distinguishes itself by generating temporary module files to resolve dependencies and automatically importing remote repositories during a session. The tool includes c

Error Prone is a static code analyzer and Java compiler extension that identifies common programming mistakes during the build process. It functions as a compiler wrapper that flags potential errors as compile-time failures to prevent bugs from reaching execution. The tool integrates directly into the Java compilation workflow to provide compile-time validation. It allows for the definition of custom linting rules and analysis checks to enforce specific coding standards and detect prohibited API usage. The system utilizes abstract syntax tree analysis and type-aware pattern matching to inspe

Rust-analyzer is a language server implementation that provides real-time code intelligence, static analysis, and development productivity tools for the Rust programming language. It functions as a backend engine that communicates with text editors to deliver deep structural understanding of source code, enabling features like semantic analysis, symbol navigation, and automated refactoring. The project distinguishes itself through a core engine designed for high-performance responsiveness, utilizing incremental query-based compilation and lazy demand-driven evaluation to minimize resource con

This project is a static analysis engine and type checker designed for PHP codebases. It evaluates source code structure and type annotations to identify potential bugs, type mismatches, and logic errors without executing the application. By parsing code into an abstract syntax tree and applying a rule-based validation framework, it enforces code quality and safety standards across a project. What distinguishes this tool is its sophisticated type inference engine, which models dynamic language features, magic methods, and conditional types to maintain accuracy even in unconventional code. It

SwiftFormat is a tool for the Swift language that functions as a code formatter, linter, and refactoring utility. It automatically applies consistent style rules and visual formatting to source files to ensure a uniform appearance across a project. The project differentiates itself by providing both a command-line interface for batch processing and an Xcode extension for integration directly into the development environment. It includes specialized capabilities for modernizing legacy API usage, simplifying language constructs, and inferring formatting options by analyzing an existing codebase

Monty is a sandboxed execution environment designed primarily for running Python code generated by AI models. It provides a secure, isolated runtime that blocks host access, enforces resource limits, and supports pre-execution type checking against built-in type hints to catch signature mismatches before code runs. The sandbox can persist its interpreter state at external function calls, allowing execution sessions to be serialized, stored, and later resumed from a file or database. What distinguishes Monty is its combination of stateful, resumable execution with multi-language native embeddi

Typeshed is a collection of static type definitions and stubs for the Python standard library and third-party packages. It serves as a standardized resource for static analyzers and integrated development environments to validate code correctness and provide type-based code completion without modifying the original source code of the libraries. The project focuses on the creation and maintenance of external type hint files that separate type annotations from runtime implementation. It utilizes a system for versioning and mapping these stubs to specific versions of runtime packages to maintain

ptpython is a programmable Python interactive shell and development console. It functions as an enhanced REPL for executing Python code and managing runtime state, featuring support for an asynchronous event loop that allows for top-level await statements. The environment is highly customizable, offering pluggable keybinding schemes and adjustable interface appearances. It provides a programmable interface that can be embedded into other applications to facilitate runtime debugging and live state inspection. The shell includes a suite of developer tools for interactive coding, such as automa

Spyder is a scientific integrated development environment designed for scientific computing and interactive Python programming. It functions as a static analysis code editor and an interactive Python console, providing a specialized environment for writing and analyzing code for science and engineering. The platform distinguishes itself as an extensible development tool, utilizing a modular plugin architecture that allows for the addition of custom features or the embedding of core components into other software. It features a dedicated debugger and profiler for tracing code execution and mea

ptpython is an enhanced interactive Python REPL and asynchronous console built on the prompt-toolkit library. It provides a customizable command-line interface for executing Python code with support for multiline editing, autocompletion, and syntax highlighting. The environment supports top-level await statements and asynchronous execution via an integrated event loop. It allows for extensive interface customization, including configurable key bindings for Vi or Emacs navigation and personalized color schemes. The shell includes capabilities for real-time syntax validation and the execution

This project is an uncompromising, deterministic code formatter for Python. It functions by parsing source code into an abstract syntax tree and regenerating it according to a rigid, opinionated set of style rules. By automating the formatting process, it eliminates manual style debates and configuration overhead, ensuring that code remains consistent across entire projects regardless of the original input. The tool distinguishes itself through its focus on speed and seamless integration into development workflows. It utilizes content-based file caching and parallel processing to maintain hig

SuperClaude Framework is an autonomous agent development platform designed for orchestrating complex software development lifecycles. It functions as a Python-based toolkit that enables the deployment of specialized, domain-specific agents capable of coordinating tasks, conducting multi-hop web research, and managing end-to-end project requirements through a unified command interface. The framework distinguishes itself through its iterative planning loops and persistent memory state, which allow agents to evaluate progress in real-time and refine their reasoning strategies across multiple ses

The Kotlin Language Server is a static code analysis tool that provides real-time intelligence for Kotlin projects. By implementing the Language Server Protocol, it enables developers to access professional-grade development features, such as code completion, diagnostics, and navigation, within any compatible text editor. The project distinguishes itself through an architecture that maintains persistent, in-memory compiler instances to facilitate rapid, incremental recompilation during active development. It supports remote hosting via TCP, allowing editors to connect to centralized analysis

vim-lsp is a Vim plugin that implements the Language Server Protocol to provide an asynchronous code intelligence tool for the editor. It serves as a bridge between Vim and external language servers, providing semantic code analysis and IDE-like navigation and diagnostics. The project provides a refactoring interface for renaming symbols across a workspace and applying quick-fixes. It also enables semantic highlighting, which color-codes elements based on their meaning as determined by the language server. The plugin covers a broad surface of capabilities, including symbol navigation and dis

Ale is a Neovim LSP client and asynchronous linter wrapper designed to integrate language servers and syntax checkers into the editor. It provides infrastructure for background syntax validation and automated code fixing without blocking the editor interface. The project implements the Language Server Protocol to enable advanced semantic navigation, including symbol renaming, definition jumping, and the application of automatic refactoring changes. It functions as an automatic code fixer that applies formatting and repairs based on feedback from linting tools and language servers. The plugin

lsp-mode is a Language Server Protocol client and IDE feature set for Emacs. It functions as a semantic code analysis tool and JSON-RPC communication layer that connects the editor to external language servers to provide intelligent code completion and real-time diagnostics. The project also serves as a Debug Adapter Protocol client, enabling interactive debugging sessions and breakpoint management. This allows for stepping through code and inspecting variables via a standardized protocol, including support for debugging within Docker containers. The system covers a broad range of developmen

Oni2 is a high-performance, extensible text editor and project-based file manager. It functions as a modal code editor, utilizing a keyboard grammar of verbs and motions to navigate and modify source code without a mouse. It also serves as an LSP client, integrating Language Server Protocol servers to provide code completion, symbol navigation, and refactoring. The editor distinguishes itself by acting as a VSCode extension host, allowing it to load and execute language servers and debuggers from the VSCode ecosystem. It provides a programmable environment where custom functionality is implem

This project is a Language Server Protocol implementation for PostgreSQL that provides autocompletion, syntax diagnostics, and type checking for SQL and PL/pgSQL. It functions as a database schema validator and a static analysis engine designed to detect security vulnerabilities, performance bottlenecks, and dangerous migration patterns in database scripts. The server differentiates itself by using live database connections to provide schema-aware intelligence, allowing it to verify that tables, columns, and data types actually exist. It performs static analysis on procedural functions to det

YAPF is a Python code formatter and style compliance tool. It operates as an AST-based reformatter that uses concrete syntax trees to ensure structural consistency and a uniform visual presentation across source files. The engine utilizes a penalty-based layout optimizer to determine the best line breaks by calculating numerical costs for different formatting choices. It employs a multi-process code processor to distribute the formatting of multiple files across several CPU cores. The tool covers source code reformatting through in-place file modifications, difference analysis, and the proce

Setuptools is a Python package build tool and distribution framework used to bundle code into distributable archives. It functions as a project metadata manager, allowing for the declarative definition of project identity, versioning, and dependencies. The toolkit distinguishes itself by providing an extension compiler for C and C++ source files and a plugin architecture that uses entry points to enable runtime discovery of functionality. It also supports development environment tooling, such as editable installs that link source code directly to the environment to allow immediate changes wit

virtualenv is a tool for creating and managing isolated Python environments. It functions as an environment manager that provides a resolver to discover suitable Python binaries and a system for establishing standalone directories with their own binaries and packages to prevent dependency conflicts. The project distinguishes itself through a specialized interpreter resolver that handles version manager shims and architecture requirements. It utilizes read-only image caching and application data caching to accelerate the creation of new environments, and includes a seed tool to control the ins

Positron is a data science integrated development environment and AI-powered code editor designed for polyglot development, specifically supporting Python and R. It functions as a remote compute workspace that separates the user interface from the execution kernel via SSH or container integration. The environment features a deep integration of large language models that provide context-aware suggestions and automated data analysis by accessing real-time interpreter state, in-memory objects, and plot outputs. It distinguishes itself through a polyglot runtime bridge that enables cross-language