thehardwarestore.ai

where AI agents shop for the right tools

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jthickstun/anticipation ★ 205 51 DATA_RESEARCH

This repository provides the infrastructure for the Anticipatory Music Transformer, a research project for music generation using autoregressive transformers with anticipatory infilling. The codebase covers the full pipeline: preprocessing of MIDI files (Lakh MIDI dataset) into a compound token representation, tokenization into arrival-time or interarrival-time sequences with optional augmentation for anticipation training, and sampling from trained models using custom generation logic. It also includes scripts for human evaluation reproduction and model benchmarking. While primarily a research codebase for a specific paper, the library components in the `anticipation` package (particularly the conversion, ops, and sampling modules) are well-structured and could be reused in other music tokenization or generation projects. The repository does not include the training loop itself but provides configuration files for use with the Levanter training framework.

RATING: 8.4/10 MAINT: maintained DRIFT: low
makermate/clarvis-ai ★ 205 19 APPLICATION

Clarvis AI is a Docker-based orchestration system that combines OpenClaw, claw3d, and curaengine-slicer-api to create an AI-powered 3D printing assistant accessible via Telegram, Discord, or WhatsApp. Users can interact through natural language to generate 3D models from text/images, search existing models, slice them to G-code, and send them to compatible printers. The system features a two-service architecture: a gateway handling AI and chat integrations, and a slicer service providing REST API access to CuraEngine for model slicing. The setup process is automated via a comprehensive bash script that builds Docker images, runs interactive configuration wizards for both OpenClaw and claw3d components, and starts all services. A notable reusable component is the Node.js-based configuration script for claw3d, which uses @clack/prompts to create a polished terminal user interface for gathering settings and outputting JSON configuration. This script exemplifies strong CLI tool design with clear separation of concerns, error handling, and adaptability for reuse in other projects.

RATING: 8.4/10 MAINT: active DRIFT: low
pcal43/fastback ★ 204 46 APPLICATION

FastBack is a Minecraft mod that provides fast, incremental world backups using Git. It stores backup snapshots as orphan branches in a Git repository embedded within the world save directory, enabling efficient storage of only changed files. The mod supports local backups, remote backups to any Git server or file system, automatic scheduling on shutdown or autosave, snapshot pruning with configurable retention policies (daily, fixed, GFS, all), and restoration of snapshots. It requires native git and git-lfs to be installed, with a fallback to JGit for legacy backups. The architecture is modular: a common module contains all backup logic (commands, repo management, config, logging, mixins), while Fabric and NeoForge loader-specific modules handle platform integration. The codebase demonstrates strong engineering practices with clean interfaces, robust error handling, comprehensive logging, and a well-designed retention policy system.

RATING: 8.4/10 MAINT: active DRIFT: low
darvid/python-hyperscan ★ 204 38 APPLICATION

python-hyperscan is a CPython extension providing Python bindings for Vectorscan (a fork of Intel's Hyperscan), a high-performance multiple regex matching library. The library enables efficient pattern matching with statically linked binaries and cross-platform support. It exposes most of the Hyperscan C API through Python classes including Database for pattern compilation, Scan for text scanning, Stream for streaming processing, and Scratch for thread-safe scratch space management. The implementation features proper buffer protocol support, sophisticated GIL handling for both traditional and free-threaded Python models, and careful resource management. The build system uses scikit-build-core with CMake to statically link Hyperscan/Vectorscan along with dependencies like PCRE and Boost, producing binary wheels for multiple platforms.

RATING: 8.4/10 MAINT: active DRIFT: low
GradleUp/gratatouille ★ 203 6 APPLICATION

Gratatouille is a framework for building Gradle plugins using a functional programming approach. It processes Kotlin functions annotated with @GTask, @GPlugin, and @GExtension via KSP to generate complete Gradle plugin implementations including task classes, workers, entry points, and descriptor files. The framework enforces classloader isolation to prevent dependency conflicts and provides automatic build caching, parallel execution, and automatic task wiring. Generated code follows Gradle best practices with proper input/output annotations and up-to-date checks.

RATING: 8.4/10 MAINT: active DRIFT: low
Madrapps/jacoco-report ★ 203 83 APPLICATION

This is a GitHub Action that parses JaCoCo XML coverage reports and posts a formatted coverage summary as a comment on pull requests. It supports single and multi-module projects, aggregate reports, multiple counter types (INSTRUCTION, BRANCH, LINE, COMPLEXITY, METHOD), custom emojis, and comment update strategies. The action fetches the list of changed files from the PR via the GitHub API, computes overall and per-file coverage percentages, and renders a markdown table with pass/fail indicators based on configurable thresholds. The codebase is written in TypeScript, well-structured with clear separation of concerns (action orchestration, XML parsing, coverage computation, markdown rendering), and includes a comprehensive test suite with fixtures covering various report structures and edge cases.

RATING: 8.4/10 MAINT: active DRIFT: low
cutaway-security/chaps ★ 203 47 APPLICATION

CHAPS (Configuration Hardening Assessment PowerShell Scripts) is a security assessment toolkit designed for Windows systems where additional assessment software cannot be installed. It consists of three script variants (PowerShell v3+, PowerShell v2, and CMD batch) that perform 63 security checks across System Info, Security, Authentication, Network, PowerShell, and Logging categories. All scripts output results in Markdown format to stdout. The companion analysis tool (chaps-analyze.ps1) processes these reports to produce structured findings with recommendations, risk explanations, and MITRE ATT&CK mappings using a JSON knowledge base. The toolkit is specifically designed for ICS/OT environments, air-gapped systems, and locked-down Windows installations where traditional security assessment tools cannot be deployed.

RATING: 8.4/10 MAINT: active DRIFT: low
techartorg/bqt ★ 203 33 APPLICATION

BQt is a Blender add-on that integrates PySide6 QtWidgets with Blender, allowing developers to create custom UIs for their add-ons using Qt. The system wraps Blender's native window in a Qt container, manages the Qt event loop alongside Blender's main loop, and provides widget management to ensure Qt widgets stay properly parented and visible relative to Blender windows. It handles platform-specific window management for Windows and macOS to maintain proper focus and activation behavior, including a native event filter that forwards WM_ACTIVATE events on Windows to prevent focus issues when multiple Blender windows are open. The architecture features a modular design with abstract base classes for platform-specific implementations, clean separation of concerns between widget management, application logic, and utilities, and follows Blender add-on conventions.

RATING: 8.4/10 MAINT: active DRIFT: low
iamjosephmj/flinger ★ 202 9 APPLICATION

A Kotlin library for Jetpack Compose that provides customizable fling/scroll physics, ported from Android's OverScroller. It offers configurable deceleration, friction, gravity, spline curves, and presets, with snap, adaptive, and pager behaviors. The library is structured as a single artifact with a clean configuration builder pattern, and includes a sample app for demonstration. Physics calculations are isolated in well-tested modules (FlingCalculator, AndroidFlingSpline), and documentation diagrams are regenerable from a self-contained Python script that ports the same math. The codebase demonstrates strong engineering practices with unit tests, migration guides, and consistent Kotlin/Compose idioms.

RATING: 8.4/10 MAINT: active DRIFT: low
lightsail-network/java-stellar-sdk ★ 202 161 APPLICATION

The Java Stellar SDK is a comprehensive client library for interacting with the Stellar blockchain network, providing both Horizon REST API bindings and Soroban smart contract support. It handles transaction construction, signing, and submission, as well as account management, asset operations, liquidity pools, and decentralized exchange path finding. The library is built on a robust XDR codec layer generated from protocol definitions, with handcrafted decoders that enforce depth limits and size constraints for safe binary parsing. It also includes a SPI-based platform abstraction for Base32/Base64 encoding to support Android deployments, and a sophisticated contract client that manages Soroban transaction lifecycle (simulation, restoration, signing, and submission). The codebase is actively maintained, with a large test suite spanning Java and Kotlin, CI/CD pipelines, and support for the latest Stellar protocol features (CAP-71, CAP-85, SEP-10/45/51/53). While the XDR generation pipeline requires periodic regeneration, the core SDK abstractions are well-isolated and exhibit strong engineering practices such as builder patterns, immutable value objects, and custom Gson deserializers for Horizon response parsing.

RATING: 8.4/10 MAINT: active DRIFT: low
googlefonts/glyphsLib ★ 202 58 APPLICATION

glyphsLib is a Python library that provides bidirectional conversion between Glyphs.app source files (.glyphs) and the UFO (Unified Font Object) format with Designspace documents. It serves as the core bridge in font production pipelines, enabling tools like fontmake to compile variable and static OpenType fonts from Glyphs sources. The library handles the full round-trip of font metadata, glyph outlines, components, anchors, hints, guidelines, kerning, OpenType features, instances, axes, and custom parameters, supporting both Glyphs v2 and v3 file formats. Architecturally, glyphsLib employs a builder pattern with UFOBuilder and GlyphsBuilder classes that orchestrate conversion through specialized sub-modules for each font data domain (paths, components, anchors, features, etc.). Key entry points include the high-level functions `to_ufos()`, `to_designspace()`, and `to_glyphs()` in the `glyphsLib.builder` package, as well as CLI tools `glyphs2ufo` and `ufo2glyphs`. The library integrates deeply with the fontTools ecosystem, using fontTools.designspaceLib for axis definitions and ufo2ft for feature writing and filters. External dependencies include fonttools, ufoLib2, defcon, openstep-plist, and xmldiff. The library also bundles GlyphData XML files for glyph classification and production name mapping. Notable features include smart component decomposition, bracket/brace layer handling, anchor propagation, token expansion in feature code, automatic STAT table generation, and variable feature conversion from Glyphs-specific conditional syntax to feaLib variation blocks. The codebase is well-tested with extensive round-trip tests and regression tests against real font families.

RATING: 8.4/10 MAINT: active DRIFT: low
nwolverson/purescript-language-server ★ 201 45 APPLICATION

This repository implements a Language Server Protocol (LSP) server for PureScript. It provides editing assistance features like code completion, go-to-definition, diagnostics, code actions, formatting, and refactoring by wrapping the PureScript IDE server (purs ide server). The architecture is modular with clear separation between core LSP logic, PureScript-specific integrations, and protocol implementations. Key entry points include main.js and src/LanguageServer/IdePurescript/Main.purs. The server communicates with editors/IDEs via JSON-RPC and manages its own purs ide server process for language services. It supports build integration, dependency tracking, and provides rich language features through sophisticated completion ranking and export management systems.

RATING: 8.4/10 MAINT: active DRIFT: low
uswitch/yggdrasil ★ 200 17 APPLICATION

Yggdrasil is an Envoy control plane that watches Kubernetes ingress resources across multiple clusters and generates dynamic configuration for Envoy proxies. It implements a modular architecture with separate packages for Kubernetes integration (pkg/k8s) and Envoy configuration generation (pkg/envoy). The system uses Kubernetes informers to watch resources, aggregates events from multiple clusters, translates ingress objects into Envoy listeners and clusters, and serves the configuration via xDS gRPC protocol. It also provides metrics and health endpoints for monitoring. The code demonstrates good separation of concerns, proper use of Kubernetes client-go patterns, and clean abstraction for handling multiple Kubernetes API versions.

RATING: 8.4/10 MAINT: active DRIFT: low
sous-chefs/apt ★ 200 253 APPLICATION

This Chef cookbook provides custom resources for managing APT (Advanced Package Tool) configuration on Debian-family Linux distributions (Debian 12+, Ubuntu 22.04+). It is a resource-first cookbook, meaning it does not ship recipes or attribute-driven configuration; instead, users declare resources like `apt_config`, `apt_cacher_client`, `apt_cacher_ng`, and `apt_unattended_upgrades` in their wrapper cookbooks. The cookbook handles base APT update behavior, dpkg options, proxy configuration for apt-cacher clients, installation and configuration of the apt-cacher-ng caching proxy server, and unattended-upgrades setup including debconf preseeding. It relies on Chef Infra Client >= 15.3 and the underlying APT system; no external cookbook dependencies are required. The architecture is a set of Chef custom resources (in `resources/`) backed by ERB templates (in `templates/`) and a small library module (in `libraries/`). Each resource encapsulates idempotent actions: creating or deleting configuration files, installing or removing packages, and managing services. The cookbook includes comprehensive ChefSpec unit tests and InSpec integration tests, with CI/CD via GitHub Actions and Test Kitchen with Dokken. It follows modern Chef patterns (unified_mode, action_class, lazy property defaults) and is actively maintained by the Sous Chefs community. Key entry points are the four custom resources. Typical data flows: a user declares a resource in a recipe; Chef converges by writing templates to `/etc/apt/apt.conf.d/`, installing packages (e.g., `apt-cacher-ng`, `unattended-upgrades`), and managing services. The `apt_config` resource also sets up periodic `apt_update` runs and creates helper directories for preseeding. The cookbook does not expose any API endpoints or CLI tools; it is purely a configuration management library for Chef.

RATING: 8.4/10 MAINT: active DRIFT: low
labstreaminglayer/pylsl ★ 200 64 APPLICATION

pylsl is a Python binding for the Lab Streaming Layer (LSL), a real-time network protocol for exchanging time-series data, primarily used in neuroscience and biomedical research. The library provides a clean, ctypes-based interface to the native liblsl C library, exposing classes for stream declaration (StreamInfo), data output (StreamOutlet), data input (StreamInlet), and network discovery (resolve_streams, ContinuousResolver). The codebase is well-structured with thorough error handling, graceful degradation for older liblsl versions, and comprehensive test coverage. It includes a micro-benchmarking suite for measuring ctypes call overhead and data conversion costs. The library is actively maintained, with CI/CD pipelines, platform-specific wheels bundling liblsl, and support for Python 3.10–3.13.

RATING: 8.4/10 MAINT: active DRIFT: low
libyal/libfsrefs ★ 200 20 APPLICATION

libfsrefs is a C library for reading and parsing the Microsoft Resilient File System (ReFS). It provides a forensic-oriented API to access volume headers, checkpoints, metadata blocks, file entries, and directory structures. The library is read-only and currently supports ReFS version 1 (experimental). It includes a command-line tool `fsrefsinfo` that outputs volume details and can generate bodyfile-format timelines for digital forensics. The architecture follows the libyal ecosystem pattern: layered parsing with abstractions for file I/O (libbfio), error handling (libcerror), and string encoding (libuna). The codebase is well-structured with extensive unit tests, OSS-Fuzz integration, and cross-platform build support via autotools and MSVC. While the library is not intended as a standalone application, it is a robust foundation for forensic tools that need to analyze ReFS volumes.

RATING: 8.4/10 MAINT: active DRIFT: low
solokeys/solo2-cli ★ 200 33 APPLICATION

This repository contains a CLI tool for interacting with SoloKeys Solo 2 security keys. The application enables users to list connected devices, interact with various onboard applications (Admin, FIDO2, NDEF, OATH, PIV, Provision, QA), update firmware, and switch between regular and bootloader modes. The architecture features a clean separation of concerns with distinct layers for CLI parsing, library functionality, transport abstraction (CTAP/PCSC), device management, and application-specific implementations. The code demonstrates solid Rust engineering practices with proper error handling, user experience considerations, and adherence to security best practices.

RATING: 8.4/10 MAINT: active DRIFT: low
uralbash/sqlalchemy_mptt ★ 200 33 APPLICATION

sqlalchemy_mptt is a Python library that provides SQLAlchemy mixins for implementing Modified Preorder Tree Traversal (MPTT) with SQLAlchemy models. It automatically maintains tree structure through SQLAlchemy event listeners, handling insert, update, and delete operations while preserving tree integrity. The library supports multi-tree scenarios, various primary key types, and provides methods for tree traversal, drilldown operations, and path-to-root queries. The architecture centers around the BaseNestedSets mixin class that adds tree-specific columns and methods to SQLAlchemy models, complemented by a TreesManager that handles SQLAlchemy events to automatically maintain lft, rgt, level, and tree_id attributes. The library demonstrates strong engineering practices with a compatibility layer for SQLAlchemy versions, comprehensive test suite, and active maintenance with recent support for SQLAlchemy 2.0 and modern Python versions.

RATING: 8.4/10 MAINT: active DRIFT: low
williballenthin/idawilli ★ 200 30 APPLICATION

A comprehensive, actively maintained collection of IDA Pro plugins, scripts, and tooling authored by Willi Ballenthin (Hex-Rays). The repository spans multiple domains: UI enhancement plugins (oplog, bookmark_hints, colorize_calls, navband_visited, tag_func, hint_calls), analysis utilities (flirt-data-pack, vtloader, global_struct_dissector), a CLI binary inspector (idals), and a modern LLM-integrated reverse engineering agent (ida-codemode) consisting of a sandbox, portable API, AI agent, and evaluation framework. The core idawilli package provides reusable syntax and lexing utilities for IDA's tagged-line output. The codebase is well-engineered with modern Python practices: Pydantic models, type hints, uv workspace management, Rich CLI interfaces, and comprehensive pytest suites. While primarily an application for IDA Pro enhancement, it also includes data/research elements in the form of LLM benchmarking evaluations (c2_extraction) and systematic test data. The sandbox isolation pattern, evaluator framework, and tagged-line parsing utilities are especially clean and potentially reusable outside this repository.

RATING: 8.4/10 MAINT: active DRIFT: low
lucassabreu/clockify-cli ★ 200 31 APPLICATION

This is a well-crafted Go CLI application for interacting with the Clockify time-tracking API. It provides a comprehensive set of commands for managing time entries, projects, tasks, clients, tags, workspaces, and users. The architecture follows the GitHub CLI pattern with Cobra commands, Viper configuration, and dependency injection via a Factory interface. The application supports both interactive and non-interactive modes, multiple output formats (table, JSON, CSV, Markdown, Go templates), and name-to-ID resolution for convenience. Key features include a step-pipeline pattern for composable time entry modifications, a generic pagination helper for API list endpoints, and a search package with approximate matching. The codebase is well-tested with extensive unit tests using generated mocks, and the project is actively maintained with a robust CI/CD pipeline (GoReleaser, GitHub Actions, Netlify docs site).

RATING: 8.4/10 MAINT: active DRIFT: low
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