Build the a decision matrix across direct generation, staged editing, conventional production, and hybrid methods
<p>Use these query-specific artifacts rather than generic inspiration. Preserve originals whenever possible and document transforms between capture, generation, editing, and delivery. Unknown access, price, model identity, or specifications should remain unknown until a current first-party source or direct account test resolves them.</p><ul><li><strong>original-file media report:</strong> save the source, date, owner, and decision it supports.</li><li><strong>generation and export settings capture:</strong> save the source, date, owner, and decision it supports.</li><li><strong>100-percent crop sheet:</strong> save the source, date, owner, and decision it supports.</li><li><strong>delivery transcode comparison:</strong> save the source, date, owner, and decision it supports.</li></ul><p>Apply this method: Score alternatives on controllability, evidence burden, editability, rights exposure, time, cost source, and fallback quality for the specific deliverable. Save exact input versions and separate factual checks from creative preference. The safe end state is a resolution finding that can be repeated from saved files without promoting an unverified specification. That outcome stays useful even when a product name changes, an interface is unavailable, or a social example cannot be reproduced.</p>