Toolverse

Find the best skills for

python-testing

by affaan-m

使用pytest、TDD方法、夹具、模拟、参数化和覆盖率要求的Python测试策略。

Testing
222

python-testing-patterns

by wshobson

Implement comprehensive testing strategies with pytest, fixtures, mocking, and test-driven development. Use when writing Python tests, setting up test suites, or implementing testing best practices.

Testing
46146

python-ty

by tizee

Fast Python type checking with ty (by Astral). Use when checking Python types, running type checks in CI, or setting up type checking for Python projects. Triggers on \

Backend
670

python-type-safety

by wshobson

Python type safety with type hints, generics, protocols, and strict type checking. Use when adding type annotations, implementing generic classes, defining structural interfaces, or configuring mypy/pyright.

Backend
122

pytm

by rohunj

Python-based threat modeling using pytm library for programmatic STRIDE analysis, data flow diagram generation, and automated security threat identification. Use when: (1) Creating threat models programmatically using Python code, (2) Generating data flow diagrams (DFDs) with

Security
11

pytorch-fsdp2

by Orchestra-Research

Adds PyTorch FSDP2 (fully_shard) to training scripts with correct init, sharding, mixed precision/offload config, and distributed checkpointing. Use when models exceed single-GPU memory or when you need DTensor-based sharding with DeviceMesh.

Data Science
325

pytorch-lightning

by davila7

High-level PyTorch framework with Trainer class, automatic distributed training (DDP/FSDP/DeepSpeed), callbacks system, and minimal boilerplate. Scales from laptop to supercomputer with same code. Use when you want clean training loops with built-in best practices.

Data Science
344

pytorch-model-trainer

by jeremylongshore

Pytorch Model Trainer - Auto-activating skill for ML Training.\nTriggers on: pytorch model trainer, pytorch model trainer\nPart of the ML Training skill category.

Data Science
12

pyvene-interventions

by davila7

Provides guidance for performing causal interventions on PyTorch models using pyvene's declarative intervention framework. Use when conducting causal tracing, activation patching, interchange intervention training, or testing causal hypotheses about model behavior.

Testing
1

pyzig

by atopile

How the Zig↔Python binding layer works (pyzig), including build-on-import, wrapper generation patterns, ownership rules, and where to add new exported APIs.

Mobile
1

qa-commit

by WellApp-ai

Verify implementation against QA Contract (G#N, AC#N), auto-invoke debug on RED

Testing
13

qa-expert

by daymade

This skill should be used when establishing comprehensive QA testing processes for any software project. Use when creating test strategies, writing test cases following Google Testing Standards, executing test plans, tracking bugs with P0-P4 classification, calculating quality

Testing
39

qa-planning

by WellApp-ai

Generate QA Contract with numbered Gherkin scenarios (G#N) and acceptance criteria (AC#N)

Testing
27

qa-test-planner

by davila7

Generate comprehensive test plans, manual test cases, regression test suites, and bug reports for QA engineers. Includes Figma MCP integration for design validation.

Testing
214

qa-tester

by svilupp

\

Testing
2399

qbittorrent

by openclaw

Manage torrents with qBittorrent. Use when the user asks to \

Backend
227

qdrant-vector-search

by zechenzhangAGI

High-performance vector similarity search engine for RAG and semantic search. Use when building production RAG systems requiring fast nearest neighbor search, hybrid search with filtering, or scalable vector storage with Rust-powered performance.

Data Science
13143

qiskit

by davila7

Comprehensive quantum computing toolkit for building, optimizing, and executing quantum circuits. Use when working with quantum algorithms, simulations, or quantum hardware including (1) Building quantum circuits with gates and measurements, (2) Running quantum algorithms (VQE,

Data Science
216

qlty-check

by parcadei

Code quality checks, formatting, and metrics via qlty CLI

Testing
224

qlty-during-development

by parcadei

QLTY During Development

Testing
25

qmd

by tobi

Search personal markdown knowledge bases, notes, meeting transcripts, and documentation using QMD - a local hybrid search engine. Combines BM25 keyword search, vector semantic search, and LLM re-ranking. Use when users ask to search notes, find documents, look up information in

Security
1951

qms-audit-expert

by davila7

Senior QMS Audit Expert for internal and external quality management system auditing. Provides ISO 13485 audit expertise, audit program management, nonconformity identification, and corrective action verification. Use for internal audit planning, external audit preparation,

Security
27

qr-code-generator

by openclaw

Use this skill when users need to create QR codes for any purpose. Triggers include: requests to \

Mobile
13

qt-testing

by talmolab

Capture and visually inspect Qt GUI widgets using screenshots. Use when asked to verify GUI rendering, test widget appearance, check layouts, or visually inspect any PySide6/Qt component. Enables Claude to \

Testing
14

quality-assurance

by jasonkneen

Comprehensive testing and validation strategies for spec-driven development. Learn phase-specific validation techniques, quality gates, and testing approaches to ensure high-quality implementation.

Testing
1

quality-documentation-manager

by davila7

Senior Quality Documentation Manager for comprehensive documentation control and regulatory document review. Provides document management system design, change control, configuration management, and regulatory documentation oversight. Use for document control system

Security
224

quality-manager-qmr

by davila7

Senior Quality Manager Responsible Person (QMR) for HealthTech and MedTech companies. Provides overall quality system responsibility, regulatory compliance oversight, management accountability, and strategic quality leadership. Use for quality system governance, regulatory

Security
27

quality-manager-qms-iso13485

by alirezarezvani

ISO 13485 Quality Management System implementation and maintenance for medical device organizations. Provides QMS design, documentation control, internal auditing, CAPA management, and certification support.

Security
517

quant-analyst

by zenobi-us

Expert quantitative analyst specializing in financial modeling, algorithmic trading, and risk analytics. Masters statistical methods, derivatives pricing, and high-frequency trading with focus on mathematical rigor, performance optimization, and profitable strategy development.

Data Science
67217

quantizing-models-bitsandbytes

by davila7

Quantizes LLMs to 8-bit or 4-bit for 50-75% memory reduction with minimal accuracy loss. Use when GPU memory is limited, need to fit larger models, or want faster inference. Supports INT8, NF4, FP4 formats, QLoRA training, and 8-bit optimizers. Works with HuggingFace

Security
12

query-axiom-logs

by vm0-ai

Query logs from Axiom for debugging (read-only, no ingestion allowed)

DevOps
13

query-builder

by clidey

Convert natural language questions into SQL queries. Activates when users ask data questions in plain English like \

Backend
49

query-layer

by EpicenterHQ

Query layer patterns for consuming services with TanStack Query, error transformation, and runtime dependency injection. Use when implementing queries/mutations, transforming service errors for UI, or adding reactive data management.

Security
11

quick-mockups

by civitai

Create multiple UI design mockups in parallel. Use when asked to create mockups, wireframes, or design variations for a feature. Creates HTML files using Mantine v7 + Tailwind following Civitai's design system.

Frontend
339

quickbooks

by openclaw

Manage QuickBooks Online accounting - invoices, customers, payments, and reports via Intuit API.

Mobile
248

quit-alcohol

by openclaw

Track sobriety with alcohol-free streaks, craving management, and recovery milestones

Security
11

quit-caffeine

by openclaw

Reduce or quit caffeine with withdrawal tracking, tapering plans, and energy milestones

Security
11

quit-overspending

by openclaw

Break impulse buying habits with spending streaks, urge tracking, and savings milestones

Security
13

quiver

by openclaw

Query alternative financial data from Quiver Quantitative (Congress trading, Lobbying, Government Contracts, Insider transactions). Use this to track politician stock trades or unconventional market signals.

Backend
1

qutip

by davila7

Quantum mechanics simulations and analysis using QuTiP (Quantum Toolbox in Python). Use when working with quantum systems including: (1) quantum states (kets, bras, density matrices), (2) quantum operators and gates, (3) time evolution and dynamics (Schrödinger, master

Data Science
220

qveris

by openclaw

Search and execute dynamic tools via QVeris API. Use when needing to find and call external APIs/tools dynamically (weather, search, data retrieval, stock trading analysis, etc.). Requires QVERIS_API_KEY environment variable.

Backend
1

r2

by openclaw

Cloudflare R2 Storage management — setup, upload, download, sync via rclone

DevOps

r2-glacier-migration

by pollinations

Monitor and manage R2 to AWS Glacier Deep Archive migration. Use when checking transfer status, resuming transfers, or managing the archive migration.

DevOps
11

ra-qm-skills

by alirezarezvani

12 production-ready regulatory affairs and quality management skills for HealthTech/MedTech: ISO 13485 QMS, MDR 2017/745, FDA 510(k)/PMA, ISO 27001 ISMS, GDPR/DSGVO compliance, risk management (ISO 14971), CAPA, document control, and internal auditing. Python tools included (all

Security
13

rabbitmq-queue-setup

by jeremylongshore

Rabbitmq Queue Setup - Auto-activating skill for Backend Development.\nTriggers on: rabbitmq queue setup, rabbitmq queue setup\nPart of the Backend Development skill category.

Security
1

radarr

by openclaw

Search and add movies to Radarr. Supports collections, search-on-add option.

Backend
1

radio-copilot

by openclaw

Predict satellite passes (NOAA APT, METEOR LRPT, ISS) for a configured latitude/longitude and send WhatsApp alerts with manual dish alignment info (AOS/LOS azimuth+elevation, track direction, inclination). Use when setting up or operating a zero-AI pass scheduler/orchestrator

DevOps
11

radix-ui-design-system

by sickn33

Build accessible design systems with Radix UI primitives. Headless component customization, theming strategies, and compound component patterns for production-grade UI libraries.

Frontend
859