В каталоге 183 730 навыков в 14 категориях.
Pairwise test generation
Configure Python projects with pyproject.toml for modern packaging, tools, and dependency management
探索 PyPTO API，为算子开发提供 API 映射、约束检查和 Tiling 需求分析。当需要查找 PyPTO 是否支持某个操作、验证 API 约束、分析算子可行性时使用。触发词：API 探索、查找 API、PyPTO 有没有 xxx、...
检索 PyPTO 算子开发资源——API 文档、按错误码排障、教程/安装/工具文档、算子参考实现与 golden。当要查 PyPTO 文档、读算子或 API 用法、按错误码排障、找算子参考实现或 golden、或问"这份资源在哪、有哪些"时...
PyPTO debugging router for stuck or opaque failures, including tile-shape/L0/L1/alignment/set_cube_tile_shapes issues; r...
PyPTO 算子需求意图理解。将用户的自然语言算子描述转化为结构化需求文档。当用户描述要开发、实现、创建某个算子时触发，例如：'开发一个 sinh 算子'、'实现 GELU'、'参考 PyTorch 的 F.scaled_dot_produ...
Template for the PyPTO Kernel operator-specific memory file (custom/{op}/MEMORY.md). Defines required sections, machine-...
PyPTO Kernel module decomposition and construction. Covers semantic module decomposition (split by meaning, define contr...
当需要设计 PyPTO 算子实现方案时使用。通过迭代式约束收敛，生成 DESIGN.md（含 API 映射、精度路由、Tiling 推导、Loop 结构设计）。触发词：生成设计方案、生成 design、设计方案、写 DESIGN.md、算子...
PyPTO 算子 impl 编码手册。coder agent 收到调度时使用，先 per-Phase 累计构建 `{op}_module{k}_impl.py`，最后一个 Phase 通过验证后 cleanup 整理出 `{op}_impl...
PyPTO 算子开发知识库查询技能。串行查询经验表和问题查找表，有结果立即返回，无结果返回"无匹配"。触发关键词：查经验表、查问题表、知识库查询、knowledge query。
PyPTO 算子性能分析和自动调优技能。用于对生成及新开发的算子进行性能分析及自动调优，包括算子用例执行及精度校验、性能数据采集及分析、分步骤性能调优和生成性能分析报告。当用户需要分析 PyPTO 算子性能、进行性能调优、生成性能报告时使用...
PyPTO Kernel requirement planning — structurally-similar example search and feasibility setup. Use when planning a new o...
Op-by-op PyPTO call extraction plus the layout / structure requirements for custom/{operator}/ kernels. Use when reviewi...
Validation runner requirements, detailed_tensor_compare usage, success criteria, required deliverables, and required out...
PyPTO 算子精度问题调试技能。提供两种精度对比方法：文件保存方法（使用 pypto.pass_verify_save 和 torch.save）和二分对比方法（使用检查点 tensor）。当需要调试 PyPTO 算子精度、定位精度差异来...
PyPTO 算子精度问题排查技能。专注于用户代码层面的语法逻辑检查和规避方法尝试。当算子精度验证失败、输出结果异常、计算错误、数值偏差、或任何与精度相关的问题时使用此技能。
Convert a PYQ (previous-year question) PDF — or any text-based PDF — into clean text/markdown using plain PyMuPDF (fitz)...
PyQt GUI - use when working on related tasks
Build Python desktop GUI applications with PyQt6, custom widgets, event handlers, and threading workers.
Use when working with PyQt/PySide6 QtCore - signals, slots, properties, timers, settings, file I/O
Use when styling PyQt/PySide6 widgets with QSS - selectors and pseudo-states, stylesheet application, common style prope...
Use when handling PyQt/PySide6 threading - QThread patterns, QThreadPool/QRunnable, thread safety rules, moveToThread, Q...
Use when building PyQt/PySide6 UIs with QtWidgets - display, input and container widgets, buttons, item views like QList...
Specific rules for PyQt6 based UI development focusing on UI/UX excellence and performance.
- Repo: https://github.com/ThomasBury/pyragify
Hierarchical content structure - answer first, then supporting arguments, then details
Structure a recommendation top-down — Barbara Minto's Pyramid Principle. Outputs a single-sentence top-line answer, thre...
Structures an argument using the Pyramid Principle and SCQA so the recommendation lands in the first 60 seconds, with ev...
Use this skill to rewrite a completed investment analysis in pyramid-principle form with conclusion first, core reasons,...
Peak-to-gene linkage — correlate scATAC peak accessibility with scRNA expression of nearby genes, computing gene activit...
Pyright fast Python type checker from Microsoft with VS Code integration and strict type checking modes
Python language server (Pyright) for Claude Code, providing static type checking and code intelligence.
Use Microsoft PyRIT for generative-AI red teaming, prompt targets, scorers, converters, datasets, attack scenarios, scan...
Use Pyro probabilistic programming APIs for models, distributions, SVI, MCMC, poutine, enumeration, and contrib workflow...
Geochemistry data analysis and visualization for igneous, metamorphic, and sedimentary rocks. Use when Claude needs to:...
Guide for Grafana Pyroscope continuous profiling. Use for Kubernetes Helm deployment, Go/Java/Python/.NET/Ruby/Node.js p...
Genomic file toolkit. Read/write SAM/BAM/CRAM alignments, VCF/BCF variants, FASTA/FASTQ sequences, extract regions, calc...
Kit de ferramentas para arquivos genômicos. Leia/escreva alinhamentos SAM/BAM/CRAM, variantes VCF/BCF, sequências FASTA/...
Provides Python/HTSlib workflows for genomic files. Used when reading, querying, filtering, or writing SAM/BAM/CRAM, VCF...
Python/HTSlib workflows for genomic files. Use when reading, querying, filtering, or writing SAM/BAM/CRAM, VCF/BCF, FAST...
研究 codex 使用 skill 生成 survey 這件事
SAM/BAM/CRAM genomic alignment file processing and analysis
基因组文件工具包。读写SAM/BAM/CRAM比对文件、VCF/BCF变异文件、FASTA/FASTQ序列，提取区域，计算覆盖度，用于NGS数据处理管道。
Official Qt for Python (PySide6) development, QML integration, asynchronous signals, and UI compilation.
Build, audit, and incrementally refactor PySide6/Qt Widgets desktop interfaces using Microsoft Fluent 2 design principle...
Diagnose PySpark performance bottlenecks, distributed execution pitfalls, and suggest Spark-native rewrites and safer di...
Best practices for building performant, testable PySpark ETL pipelines with Spark SQL and Apache Iceberg. Use when writi...
PySpark best practices, TableUtilities methods, ETL patterns, logging standards, and DataFrame operations for this proje...
Generate comprehensive PySpark-based data quality validation tests for Databricks tables. Use when creating automated te...
Transform pyspark transformer operations. Auto-activating skill for Data Pipelines. Triggers on: pyspark transformer, py...
Pyspark Transformer - Auto-activating skill for Data Pipelines.Triggers on: pyspark transformer, pyspark transformerPart...
Use PySR for symbolic regression, interpretable equation discovery, equation export, runtime scaling, and PySR troublesh...
Expert assistance for using pytd (Python SDK) to query and import data with Treasure Data. Use this skill when users nee...
Therapeutics Data Commons. AI-ready drug discovery datasets (ADME, toxicity, DTI), benchmarks, scaffold splits, molecula...
Therapeutics Data Commons. Conjuntos de dados prontos para IA em descoberta de drogas (ADME, toxicidade, DTI), benchmark...
Provides Therapeutics Data Commons workflows through PyTDC for registry discovery, dataset access, task-aware splits, ev...
Use Therapeutics Data Commons through the PyTDC Python package for registry discovery, approved dataset access, task-awa...
Therapeutics Data Commons access for drug discovery benchmarks
Use when when you have polypeptide sequences and need to compute their monoisotopic or average mass, isotopic distributi...
pytest - Python's most powerful testing framework with fixtures, parametrization, plugins, and framework integration for...
Writes and executes backend unit and integration tests with pytest. Use when: writing new tests, running the test suite,...
pytest Python testing framework. Covers fixtures, parametrize, and mocking. Use for Python testing. USE WHEN: user ment...
Use when writing Python tests with pytest - fixtures, parametrization, markers, conftest layout, pytest-asyncio, pytest-...
Run and write pytest tests for Python projects — fixtures, parametrize, mocking. The Python test runner.
Pytest testing patterns for Python. Trigger: When writing Python tests - fixtures, mocking, markers.
Python 單元測試與多功能測試驗證框架。
Pytest testing patterns for Python. Trigger: When writing or refactoring pytest tests (fixtures, mocking, parametrize, m...
Expert guidance for Python testing with pytest framework. Use when (1) writing unit tests or integration tests, (2) sett...
Testing Python code with pytest — fixtures, parametrization, markers, mocking, coverage, and configuration. Use when wri...
pytest testing framework conventions and practices. Invoke whenever task involves any interaction with pytest — writing...
Python testing skill using pytest, covering fixtures, parametrize, markers, conftest, plugins, mocking, and advanced tes...
Repair a failing Python test suite — read the failure, read the module, make the minimal edit, re-run pytest until green...
Execute and generate pytest tests for Python projects with fixtures, parametrization, and mocking support
Advanced Python testing with pytest including fixtures, parametrization, mocking, markers, and plugins. Test async code,...
Use when advanced Pytest features including markers, custom assertions, hooks, and coverage configuration.
Write pytest tests for FastAPI endpoints using TestClient including request/response testing, authentication, and error...
Testing use cases and application services: use case testing with mocked gateways, DTO testing, application exception te...
Expert guidance for writing high-quality pytest tests. Use when writing tests, setting up fixtures, parametrizing, mocki...
Write comprehensive pytest tests with fixtures, parametrization, mocking, async testing, and modern patterns.
Standardized pytest configuration and patterns for consistent testing infrastructure across Claude Night Market plugins.
Provides Complete pytest configuration: pyproject.toml setup, custom markers registration, test discovery patterns, plug...