概要
The Workflow Validator skill provides a reliable framework for verifying that Claude's outputs adhere to predefined quality and structural standards within an agentic workflow. By executing local scripts to check for required fields, minimum list lengths, and specific keys, it ensures data integrity without consuming additional LLM tokens. While validation is typically automated via hooks in the looplia-core framework, this skill enables manual debugging, ad-hoc verification, and detailed error reporting when artifacts fail to meet the necessary workflow criteria.
