Automates the creation of standardized OASBuilder pipeline stages using Python 3.12+ and Hatchling.
The oasb-scaffold skill equips Claude with the specialized architectural knowledge required to build and maintain the OASBuilder ecosystem. It enforces strict conventions for package layouts, Pydantic schemas, and Click-based CLI patterns, ensuring consistency across all oasb-* repositories. By providing templates for Hatchling build configurations and standardized asynchronous pipeline patterns, it allows developers to quickly generate robust, production-ready pipeline stages that include built-in validation, Rich terminal reporting, and resilient LLM call management.
Key Features
01Hatchling-based Python package scaffolding with src/ layout conventions.
02Standardized Pydantic schemas for consistent operation summaries and metadata tracking.
03Validation framework with Rich-formatted summary tables for output verification.
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05Asynchronous pipeline patterns featuring rate-limiting and exponential backoff for LLM calls.
06Click-powered CLI implementation with integrated Rich progress spinners and logging.
Use Cases
01Implementing resilient LLM orchestration within data processing pipelines.
02Standardizing existing Python scripts to follow OASBuilder schema and CLI conventions.
03Initializing a new oasb-* pipeline stage with correct file structures and pyproject.toml settings.
