Agent skills

Enforces strict Python code quality standards using pytest, mypy, ruff, black, and isort.

When to activate: ETL, data pipeline, Prefect, Airflow, DLT, Polars, batch processing, data quality

Python FastAPI backend development with async patterns, SQLAlchemy, Pydantic, authentication, and production API patterns.

When to activate: Strawberry, Graphene, GraphQL, subscriptions, dataloaders, N+1, schema-first design

When to activate: Python profiling, cProfile, memory profiling, optimization, numba, Cython, bottlenecks

You are a Python project architecture expert specializing in scaffolding production-ready Python applications.

Prepare and execute a Python package release with verification steps.

Facilitates the creation of high-performance Python bindings for Rust cores using PyO3 and idiomatic wrapper patterns.

Architects modular, maintainable standalone Python scripts and CLI utilities using a structured ports-and-adapters pattern optimized for…

Audits Python libraries for security vulnerabilities using Bandit, pip-audit, Semgrep, and detect-secrets.

Use when managing Python packages, virtual environments, or linting and formatting Python code

When to activate: Python type hints, TypeVar, Generic, Protocol, TypedDict, Literal, typing extensions, mypy

When to activate: WebSockets, real-time, FastAPI WebSocket, websockets library, broadcasting, connection management

When to activate: PyTorch, nn.Module, DataLoader, training loop, mixed precision, DDP, distributed training, torch.compile, model export…

Use when writing, editing, reviewing, or debugging q/kdb+ code (.q files), querying kdb+ tables, translating Python to q, running q from…

Use it when a developer wants to start writing tests for a module, prepare a release, research existing coverage, or…

Run multi-stage quality assurance on marketing assets with channel-specific validation and approval-ready reports

Design focused QA cases and investigate suspected product defects with Opsphere evidence.

Builds and strengthens TypeScript unit tests with example-based tests, fast-check property testing, and Stryker mutation analysis.

Qfc Order

Extracts creator profile metrics and video performance data from Douyin, Xiaohongshu, and Bilibili into standardized Excel reports.