standard-workflow

Automate operator generation for AKG backends by using a standard workflow that coordinates coder-agent code creation and verifier-agent validation, producing correct kernels while reducing iteration time.

The standard workflow for designing and validating operators consolidates design, coding, and verification into a repeatable process, utilizing coder-agent and verifier-agent to ensure correct kernel generation across common backends.

Coordinate coder-agent and verifier-agent by initializing the standard workflow, where coder-agent generates the operator code and verifier-agent validates the results to ensure correct kernels for common backends.

Yes, you can use this standard workflow for typical operators like matmul and conv2d, as it provides a unified automation process for generating and validating these operators across common backends.

Extend the operator generation workflow by adding additional child skills and verification steps into its extensible YAML structure, which requires defining the name and description frontmatter fields for each new child skill.

Incorrect kernels often occur when the workflow lacks proper validation stages; utilizing a standard workflow with coordinated coder-agent and verifier-agent steps reduces human error and verifies results automatically.