seal-narrative-writer

A seal narrative is a short-form, structured summary that captures amendment details for AI cycles. It synthesizes manifest data, commit SHAs, and plan references into a standardized 7-field description to ensure review transparency and compliance.

You generate a seal commit description by providing the manifest and plan details to an automation tool. The tool synthesizes this data, extracting component names and commit SHAs to produce a structured summary matching the defined seal shape.

To ensure seal narratives match the required shape, use an automated generation process that standardizes the output into a 7-field summary. This prevents manual formatting errors and ensures all essential information like commit SHAs and outcomes are included.

Yes, you can automate seal narrative generation without duplicating plan-doc content by synthesizing only manifest data, commit SHAs, and plan references. This approach ensures the narrative accurately reflects amendment details without redundant text.

The best way to structure AI cycle amendment summaries is to use a standardized 7-field format capturing component names, commit SHAs, and outcome summaries. This structured approach facilitates clear review and compliance across seal documentation.

Seal narratives often lack transparency when they fail to include essential information like commit SHAs and outcome summaries. Generating structured descriptions from manifest data ensures adherence to the defined seal shape and improves review clarity.