Portable AI project records: preserve more than the prompt
A prompt alone is rarely enough to move an AI project between systems. Preserve the input assets, workflow, model identity, settings and acceptance notes so another execution route can be evaluated without guessing what produced the existing deliverable.
Define the portable project package
Keep the brief, permitted inputs, selected outputs and a plain description of the intended task together. Record which files are original, generated or edited. Use stable relative references inside the package rather than private machine paths that another reader cannot resolve.
Include model identifiers and workflow versions, but do not redistribute weights or third-party assets without checking permission. A package can identify a dependency and its source without containing a copy of it. Keep licence and provenance notes alongside the dependency inventory.
Expose workflow assumptions
Record defaults that affect the output, including dimensions, sampling parameters and preprocessing. In a modular ComfyUI graph, inspect subgraph boundaries and exposed controls. A small wrapper node can conceal important settings that must travel with the project.
Distinguish a graph intended for a local backend from a hosted integration with service-specific nodes. Document the exact route and any unsupported features in a replacement. Portability should mean a reviewable adaptation, not a claim that every graph executes unchanged everywhere.
Keep reproduction claims realistic
Preserve the observed output rather than relying on a seed to regenerate it indefinitely. Software versions, hardware and nondeterministic operations can affect reproducibility. Use the recorded environment to establish the strongest comparison available and state any differences in a new run.
Keep a small acceptance set with both ordinary and difficult cases. If a replacement produces different but acceptable results, explain the criterion used. Do not describe a visually preferred sample as proof that the whole migration preserved behaviour.
Remove private material before handoff
Review logs, filenames and embedded workflow metadata for credentials, personal details and internal locations before sharing. Check the destination service's data handling before uploading the package. A technically portable file is not automatically appropriate for public distribution.
The earlier discovery-tax headline is retained only in the URL for continuity. This article now addresses a concrete portability problem and does not assume a universal royalty rule. The useful outcome is a project another authorised person can inspect, evaluate and adapt without losing its original evidence or privacy boundaries.