Terminal Fuzzy Finder Tools

Skim is a cross-platform interactive fuzzy finder that runs as a terminal application, a Rust library, a Vim and Neovim plugin, and a shell integration tool. It provides real-time filtering and selection from lists of items, supporting keyboard and mouse navigation, live preview panes, and multi-select functionality across Linux, macOS, and Windows. The tool distinguishes itself through a composable query expression tree that supports fuzzy, exact, inverse, prefix, suffix, and logical AND/OR operators, combined with a Smith-Waterman scoring engine that penalizes typos and gaps for natural rel

This project is a general-purpose command-line filter that provides an interactive interface for processing standard input streams. It enables real-time fuzzy searching, data selection, and transformation, allowing users to navigate complex information or file systems directly within their terminal. By utilizing a pipe-oriented architecture, it integrates into existing shell pipelines and workflows to facilitate efficient data exploration. What distinguishes this tool is its highly extensible, event-driven design that allows for deep integration with external processes. It supports asynchrono

Peco is an interactive text filter and fuzzy finder for the terminal. It serves as a terminal user interface selection tool that filters standard input in real-time using fuzzy matching and regular expressions. The tool preserves and renders ANSI color escape sequences from piped input streams while performing matching logic on plain-text versions. It supports multi-stage filtering, allowing users to freeze result sets to create a new base for subsequent refinements. Capability areas include advanced search filtering with negative matching, multi-item selection, and the ability to pipe selec

Skim is an interactive text filter and terminal selection tool written in Rust. It functions as a command line interface utility that processes input streams to isolate specific entries through real-time user queries and sorting. The tool differentiates itself through ANSI compatibility, allowing it to parse color codes and maintain text formatting during the search process. It supports multiple matching strategies, including configurable fuzzy matching algorithms and regular expression integration. The application covers a broad range of capabilities including field-specific filtering, resu

Television is a terminal-based search launcher that provides real-time fuzzy matching across multiple data sources, including files, git repositories, environment variables, shell history, and custom user-defined channels. It presents a multi-panel terminal interface where search results, previews, and input are displayed simultaneously, with a frecency-based ranking engine that combines match quality with the frequency and recency of past selections to surface the most relevant entries. The project is built around a declarative, TOML-driven architecture where search channels, previews, and a

Autojump is a command line productivity tool and shell extension that automates directory navigation. It functions as a shell navigation wrapper that tracks folder access patterns to allow jumping to directories using partial names. The tool utilizes a directory history database and a fuzzy path resolver to match incomplete directory strings to full paths. It weights and ranks these paths based on recency and frequency of use to predict the most likely destination. Beyond shell navigation, the utility includes a terminal file explorer launcher capable of opening the native operating system f

RapidFuzz is a C++ accelerated Python library providing high-performance string comparison and similarity calculations. It functions as a fuzzy string matching toolkit used to quantify the difference between text sequences through Levenshtein distance and other edit distance metrics. The library focuses on scalable approximate text matching, enabling the identification and ranking of similar strings within large datasets. It provides specialized utilities for finding the best matches in a collection and generating pairwise similarity matrices. The project covers a broad surface of text proce

NvChad is a Neovim configuration framework that provides a pre-configured base setup with a refined interface and custom defaults. It serves as a modular system for managing the editor environment through a curated plugin suite and configuration files written in Lua. The framework features a lazy-loading plugin manager designed to minimize startup time and improve responsiveness by initializing components on demand. It also includes a built-in theme engine with a dedicated picker for switching between different visual styles and aesthetic configurations. The project covers a broad range of d

lunr.js is a JavaScript full-text search library and client-side search engine. It creates in-memory search indexes for fast keyword retrieval and ranked document matching within browser or Node.js environments. The library utilizes a JSON serializable search index, allowing the search structure to be converted to and from JSON for storage and distribution of pre-built search data. This enables search functionality for static websites by indexing content into portable files. The system supports advanced querying capabilities, including fuzzy text matching to account for typos, field-scoped i

fasd is a frecency-based path navigator and POSIX shell productivity tool designed to accelerate navigation between files and directories. It functions as a command-line wrapper that resolves shorthand queries into absolute paths by ranking results based on how often and how recently they have been accessed. The utility uses fuzzy string matching and case-insensitive lookups to resolve partial directory and file names. It can also import access history from external backends, such as text editors and desktop environments, to refine the accuracy of its ranking database. The tool provides shel

This project is a Vim configuration framework and development environment that transforms the basic text editor into a full-featured integrated development environment. It provides a curated set of settings and a comprehensive plugin suite to support professional software development workflows. The environment includes specialized tools for polyglot code execution and project navigation, allowing users to run source files in multiple languages via single keystrokes and locate files using fuzzy searching. It also integrates version control workflows, enabling the management of Git operations a

VimR is a native macOS graphical user interface for the Neovim editor. It wraps the Neovim binary within a Swift and AppKit application to provide system-level window management and OS integration. The application includes a project workspace manager for organizing files and windows into distinct contexts, a graphical file browser for navigating directory structures, and a fuzzy file searcher for locating files using approximate string matching. It also features a markdown and HTML previewer with synchronized side-by-side scrolling.