Rewrites Python-shaped Scala toward host idioms: val over var, expression-bodied match, camelCase, Option/Either instead of null or sentinels, smart constructors, and companion…
Ports Python classes, frozen dataclasses, ABCs, mixins, properties, static and class methods, dunders, enums, factories, and singletons onto Scala 3 class, case class, trait,…
Maps everyday Python syntax to idiomatic Scala 3 (val/var, Option vs None, for/yield, interpolation, operators, typed errors).
Create robust Python automation with full logging and safety checks. Use when tasks need complex data processing, authenticated API work, conditional file operations, or error…
Python SDK for inference.sh - run AI apps, build agents, and integrate with 150+ models. Package: inferencesh (pip install inferencesh).
Use when: writing Python code, designing software architecture in Python, learning best practices, or fixing Python bugs.
Python patterns for CLI tools, async concurrency, and backend services. Use when working with Python code, building CLI apps, FastAPI services, async with asyncio, backgr — from…
Analyzes a Python project and configures 9-dimension quality methodology including hooks, CI, and tool configs.
How a Vis sandbox Python shim is built and linted: one lazy shim_*.clj per shim, Python in resources/vis-shims, the runtime handle registry every shim that hands out a host id…
Use when you have a Python webservice codebase (e.g., a Flask, Django, or FastAPI application) and need to document its HTTP API surface (endpoints, methods, parameters, schemas,…
Python language expert -- debugging, packaging (PyInstaller/Nuitka/cx_Freeze), testing (pytest/unittest), type checking (mypy/pyright), async/concurrency patterns, performance…
Systematic Python debugging workflow for spreadsheet tasks to isolate environment issues from script logic
Python 3.11 のコーディング規約を適用する。src/erre_sandbox/ 配下の .py ファイルを書く・修正する・レビューする時に必須参照。 asyncio を使った非同期コードを書く時、Pydantic v2 の BaseModel を定義する時、 FastAPI エンドポイントを実装する時、schemas.py…
Maintains strict Python projects with Ruff, mypy, Pyright, pytest, editor, and package-script gates. Use when creating, auditing, or repairing strict lint, format, typecheck,…
Use when you need to serialize heterogeneous data (e.g., index integers and file offsets of different byte widths) into a compact binary format, or parse a binary file format…
Python coding style enforcement (PEP standards, type hints, docstrings, modern patterns). Auto-loads when writing or reviewing Python code.
Comprehensive Python programming guidelines based on Google's Python Style Guide. Use when Claude needs to write Python code, review Python code for style issues, refactor Python…
Review Python support scripts and dev tooling that live alongside Rust crates on changed code or whole-repo baseline audits when explicitly requested: changelog generators,…
Use this when authoring integration tests against a real backend (PostgreSQL, Redis, Kafka, MinIO, NATS, MongoDB), debugging slow or flaky container-backed tests, gating tests on…
Use when managing Python packages, virtual environments, or linting and formatting Python code
Align Python formatting, linting, type checking, pytest configuration, dependency groups, local tooling, and CI validation around uv without overriding repo-local conventions.
Python工具箱(专业版)面向团队与企业,提供完整的Python编码规范、类型系统、异步优秀实践、测试金字塔、性能优化策略与CI/CD治理方案。核心能力: - 全规范覆盖:PEP 8 + 类型系统 + 异步 + 性能 + 安全 - 完整类型注解:泛型、Protocol、TypedDict、overload - asyncio异步优秀实践与并发控制 -…
Measures and improves Python type annotation coverage using mypy --html-report and pyright type completeness scoring.
Python type safety with type hints, generics, protocols, and strict type checking. Use when adding type annotations, implementing generic classes, defining structural interfaces,…
Use when building or structuring Python CLI commands with Typer, including commands, options, and multi-command apps.
Use when defining or evolving public interfaces, schema boundaries, or pydantic usage in Python. Also use when annotations are missing on public APIs, pydantic models appear…
Add type hints where they catch real errors and document contracts, choosing Protocol, generics, or TypedDict deliberately and setting a checker strictness you can actually hold.
Python type hints and type safety patterns. Triggers on: type hints, typing, TypeVar, Generic, Protocol, mypy, pyright, type annotation, overload, TypedDict.
Python type hints and type safety patterns. Triggers on: type hints, typing, TypeVar, Generic, Protocol, mypy, pyright, type annotation, overload, TypedDict.
Comprehensive Python unittest skill covering TestCase patterns, assertion methods, mocking with unittest.mock, subtests, fixtures, and test organization for robust Python…
Plan and validate Python version, dependency, uv lockfile, FastAPI, FastMCP, Pydantic, Ruff, mypy, pytest, and package metadata upgrades with staged checks.
Guidelines for Python dependency management using uv, the fast Python package installer and resolver.
Python virtual environment management, dependency handling, and project setup automation.
Audita la coherencia de versión de Python en un repositorio (pyproject.toml requires-python + classifiers + target-version de ruff/mypy/black, Dockerfile FROM,…
Enforce Python execution through `uv` instead of direct interpreter calls. Use when Codex needs to run Python scripts, modules, one-liners, tools, test runners, or package…
FastAPI, Jinja2, HTMX or Datastar, Pydantic, SQLModel, Alembic, HTML-first UI, auth, forms, persistence, and server-rendered application guidance.
Queue consumers and background jobs in Python, whatever the broker: the handler as a plain function over the application's services, at-least-once delivery and idempotency on the…
Use when preparing branches, commits, or PRs for Python changes — scoping work, running validation gates, and ensuring merge readiness.
Use when you have raw LC/MS data in mzML format and need to execute a complete non-targeted screening workflow to extract and annotate chemical features.
Python workspace for MQL5 integration. TRIGGERS - MetaTrader 5 Python, mt5 package, MQL5-Python setup.
QECTOR release engineering, wheel-only distribution, the chunked base64 Rust-core delivery, feature flags in published wheels, the pre-flight gates, and the v2 token format.
Production-grade embedded Rust guidelines for Raspberry Pi (bare-metal no_std and Linux embedded std/rppal/embedded-hal).
라즈베리파이 4(Raspberry Pi OS Bookworm)에 OBD2/CAN 진단 환경을 한 번에 깔아주는 스킬. Node.js 18 LTS, Claude Code, python-can, socketcan, USB-CAN 어댑터(slcan/canable) udev 규칙, aiohttp 의존성, 스왑 확장(4GB 미만…
Assembles the final EMPTOR BRIEF for a purchase decision and runs its pre-flight audit: ranked pick with confidence-and-because clauses, trade-off map, evaluation matrix,…
Use VCR.py when an agent needs to turn flaky, slow, or rate-limited Python tests into stable runs by recording real HTTP interactions once and replaying them from cassette files.
Refactor Java application code for a new framework. Use when updating imports, annotations, APIs, dependency injection, or framework-specific patterns.
Prepare a new rust-srec application release end to end — pick the next semver version, bump the workspace version, promote the staged unreleased.md notes into versioned en+zh…
Use when adding, modifying, or debugging renderers (ASCII, passthrough, landmark overlay, C++ deformed) or the RenderFrame output in adapters/renderers/
Inventories repos/crates for a merge: languages, package managers, entrypoints, workflows, agent-control files, the feature matrix, and the env/secret contract — using the idd CLI…
Rebuild brand reputation after a crisis through strategic communication, trust-building actions, and sentiment recovery tracking
Review PHP code for typing, dangerous APIs, password handling, path traversal, and secret hygiene.
Review and enforce Rust best practices, clean code principles, and idiomatic patterns. Use when reviewing code, writing new Rust code, or refactoring existing implementations.
Use for questions about where a deployed project's R, Python, or Julia packages install from, such as slow package installs during a deploy, using binary packages or a faster CRAN…
Use for questions about how much CPU or memory a deployed app, script, report, or notebook gets, such as an app or task running out of memory, giving a script more CPU, setting…
Use for any question about how to schedule a Python, R, or Julia script, set up a cron job, or make a script, Quarto or R Markdown report, or Jupyter notebook run automatically,…
Use when a Ruby native extension segfaults intermittently, corrupts data under load, or breaks after GC.compact — and when auditing native gems for dangling pointers.
Review Ruby/Rails code for code smells using thoughtbot's Ruby Science catalog (https://github.com/thoughtbot/ruby-science).
Authoring Ruby gems: gemspec, versioning, releases, and testing. Use when building libraries or extracting code from apps.
APIMatic-generated Ruby SDK (APIMATIC v3.0, built on apimatic_core + apimatic_faraday_client_adapter) reference and grounding layer — gem id and top-level module, the single…
Ruby 4+ language idioms, Enumerable patterns, blocks, classes, modules, and RuboCop-friendly style. Use when writing or refactoring Ruby outside Rails-specific APIs.