Browse 138,453 skills across 70 categories. Mirrored from majiayu000/claude-skill-registry.
Fix common PyTorch bugs: percentile calculations, LayerNorm for Conv1d, buffer edge cases. Trigger when writing PyTorch...
Core PyTorch fundamentals including tensor operations, autograd, nn.Module architecture, and training loop orchestration...
Configure and verify CUDA 13 readiness (toolkit, driver, and PyTorch wheel support), then run PyTorch CUDA with reliable...
Comprehensive guide for deploying PyTorch models to production, covering export formats, optimization techniques, and de...
Distributed training strategies including DistributedDataParallel (DDP) and Fully Sharded Data Parallel (FSDP). Covers m...
Expert guidance for Fully Sharded Data Parallel training with PyTorch FSDP - parameter sharding, mixed precision, CPU of...
Adds PyTorch FSDP2 (fully_shard) to training scripts with correct init, sharding, mixed precision/offload config, and di...
Library for Graph Neural Networks (GNNs). Covers MessagePassing layers, modular aggregation schemes, and handling large...
Deep learning framework (PyTorch Lightning). Organize PyTorch code into LightningModules, configure Trainers for multi-G...
High-level PyTorch framework with Trainer class, automatic distributed training (DDP/FSDP/DeepSpeed), callbacks system,...
High-level training framework for PyTorch that abstracts boilerplate while maintaining flexibility. Includes the Trainer...
Deep learning with PyTorch - model training, GPU acceleration, and data science workflows
PyTorch training opinions, pitfalls, and non-obvious patterns. Covers distributed training (DDP/FSDP), optimizer configu...
Guidance for implementing CLI tools that perform inference using PyTorch models in native languages (C/C++/Rust). This s...
Guidance for creating standalone CLI tools that perform neural network inference by extracting PyTorch model weights and...
Guidance for recovering PyTorch model architectures from state dictionaries, retraining specific layers, and saving mode...
Build pytorch model trainer operations. Auto-activating skill for ML Training. Triggers on: pytorch model trainer, pytor...
Exporting PyTorch models to ONNX format for cross-platform deployment. Includes handling dynamic axes, graph optimizatio...
PyTorch deep learning patterns and best practices for building robust, efficient, and reproducible training pipelines, m...
Techniques for model size reduction and inference acceleration using INT8 quantization, including Post-Training Quantiza...
Translate PyTorch implementations to Triton GPU kernels incrementally. Use when converting PyTorch code to Triton, optim...
Provides guidance for performing causal interventions on PyTorch models using pyvene's declarative intervention framewor...
3D visualization and mesh analysis for geoscience data using PyVista/VTK. Use when Claude needs to: (1) Create 3D visual...
Safe Python code execution using pyx CLI. Use when: running Python, executing scripts, testing code. Triggers: pyx, run...
Pyxel retro game engine patterns - pixel art, game loops, sprite/tilemap, MML audio, resource management, and web deploy...
Interact with Zotero reference management libraries using the pyzotero Python client. Retrieve, create, update, and dele...
A command-line tool for Paperzilla, an AI-powered scientific paper discovery platform.
Fast SQLite-based vault search using FTS5 full-text search index
Systematically QA test a web application and fix bugs found. Runs QA testing, then iteratively fixes bugs in source code...
Quality assurance verification. Checks test coverage against thresholds, validates test quality, identifies E2E/integrat...
Executa validação de qualidade com 11 fases de QA e tiers de complexidade. Use quando precisar validar qualidade de códi...
Quality assurance workflow for validating features, writing or improving tests, reporting bugs, and checking coverage or...
Runs QA-stage validation, report generation, and postflight actions for the current scope. Use when QA stage is ready fo...
Visual QA validation with agent-browser. Use when: - User asks to "validate", "check visually", "QA check" - After creat...
Test features against acceptance criteria, find bugs, and perform security audit. Use after implementation is done.
Generate QA steps for Jira tickets in German/English technical writing style
Run quality assessment on a SpecWeave increment with risk scoring and quality gate decisions
QA workflow for software projects. Use for tasks like writing test plans, deriving test cases from PRDs, risk-based test...
Evaluate pipeline runs against ACCEPTANCE_MATRIX.md. Use after feature releases to verify acceptance criteria.
QA harness for agentic systems: scenario suites, determinism controls, tool sandboxing, scoring rubrics, and regression...
QA Analyst Agent. 성능 분석, 부하 테스트, 품질 메트릭 분석을 담당합니다. 성능, 부하(load), 분석, 메트릭 관련 요청 시 사용됩니다.
API testing and contract validation. Design and execute schema validation, contract tests, negative testing, and change...
Quality auditor for Source Library. Prioritizes verifying original language texts (not modern translations), auditing me...
App-specific QA audit skill for the Claude Code Cloud web app. Contains flow map, test cases, known issues, and mobile-s...
COMPREHENSIVE UI/UX audit combining code analysis AND visual screenshot analysis. Detects design system violations, visu...
Write E2E tests using Playwright with Cucumber/Gherkin for this project. Use when creating tests, writing test cases, te...
Executes behavioral API tests by spinning up the service and making real HTTP requests. Validates status codes, response...
E2E test creation and execution for QA. Validates implementations using Playwright API tests that become persistent arti...
Understand and suggest QA test cases based on code changes
QAチェックリストに対して現在のコードの修正状況を自動検証し、レポートを出力する
PR作成前の品質保証チェックを実行します。Lint、テスト、ビルド、カバレッジ確認を自動で行い、合格/不合格を判定します。フロントエンドのみ、バックエンドのみ、または両方のチェックが可能です。
Formal Quality Assurance Checklist before every Merge/Deploy. 6-phase validation with Build Verification, Test Suite, No...
Run comprehensive quality verification including build, types, lint, tests, and security scans.
Code quality review before validation. Checks for @ts-ignore, any types, anti-patterns, and potential issues. Use proact...
Validates API contracts by discovering consumers and ensuring responses match their expectations. Detects breaking chang...
Generate and manage Q&A database for Topical Authority content. Use when user wants to create structured answers for clu...
Systematic debugging methodologies, troubleshooting workflows, logging strategies, error tracking, performance profiling...
Conducts structured Q&A discussions with users, handling multiple choice, single choice, and open-ended questions one at...
Docs as QA: audit doc coverage and freshness, validate runbooks, and maintain documentation quality gates for APIs, serv...
Extract and capture screenshots of specific UI elements mentioned in QA test procedures. Use when creating visual refere...
Assist QA Engineers with test planning, test case generation from acceptance criteria, coverage analysis, and regression...
Expert QA engineer for test strategy and automation. Use when writing tests, fixing failing tests, or improving test cov...
Quality assurance specialist - manual testing, test planning
QA Automation Engineer skill. Use this to write or refactor unit tests. Ensures tests follow the project's xUnit, Fluent...
Write integration tests for CLI commands with Vitest
Plan and perform manual tests for the Storyblok CLI package and check functionality end-to-end
Write focused unit tests for complex logic with Vitest