Source cleanup

3D asset texture bake audit after CSM AI output

Plan texture bake audit for CSM AI output. Review the source, test the destination export, and document settings, evidence, and open risks.

CSM AI outputtexture bake auditsource cleanupexportQA
CSM AI output 3D asset texture bake audit workflow preview

Decisions to make

What is in scope?

For CSM AI output, define the asset, destination, and release condition before editing. Keep a clean source copy and state why projection errors is relevant to texture bake audit.

What can block delivery?

For texture bake audit in CSM AI output, treat unresolved seam padding as blocking. Decide whether it needs a technical fix, additional evidence, or a qualified reviewer.

What proves it is ready?

For texture bake audit, require a representative result in CSM AI output, the accepted export settings, and a clear outcome for tangent basis. Record who approved the final package.

Production notes

CSM AI output is a starting point, not proof that an asset is production-ready. A texture bake audit pass should distinguish generation artifacts from deliberate form before anyone spends time polishing the result.

For CSM AI output, check color space, channel packing, texture resolution, and shader assumptions as one system. A texture bake audit pass should set a measurable budget and explain any visible compromise.

Inspect cage projection, padding, seams, tangent basis, channel packing, and color space at the final target resolution. Apply this texture bake audit guidance to the actual CSM AI output delivery path.

Practical answer

The practical approach is straightforward: for CSM AI output, begin with projection errors, then test seam padding and tangent basis in the actual destination. Keep the accepted export settings and any unresolved texture bake audit risks with the source file.

Preflight checklist

  • Before texture bake audit, confirm that CSM AI output is the actual source cleanup destination, not just an intermediate preview tool.
  • For CSM AI output, keep an untouched source file for texture bake audit and record the starting state of projection errors and seam padding.
  • Verify tangent basis in CSM AI output during texture bake audit rather than assuming the editor preview is authoritative.
  • For CSM AI output, save the approved export settings, fallback file, and owner of any remaining texture bake audit work.

Recommended workflow

Inspect the source asset

Open the original file before making changes. For CSM AI output, record its format, units, dependencies, and current projection errors so the texture bake audit pass has a reliable baseline.

Check projection errors

During texture bake audit for CSM AI output, establish the expected state of projection errors. Resolve or document any gap before moving on to seam padding.

Test in CSM AI output

Do not rely on the authoring viewport alone. For texture bake audit, load a representative export in CSM AI output and verify seam padding together with tangent basis.

Package the result

For CSM AI output, keep the accepted export, its settings, and a short note about unresolved risks. Name the person responsible for the final review of texture bake audit.

Common failure modes

Unexpected change: projection errors

During texture bake audit, compare the source and destination values for projection errors. Do not continue until the difference is explained and assigned to the asset or the CSM AI output pipeline.

Destination mismatch: seam padding

For texture bake audit, capture the CSM AI output result and isolate the responsible layer. A clean authoring preview is not proof when the exported seam padding result no longer matches the baseline.

No pass condition for tangent basis

Define an observable texture bake audit result or move the decision to a qualified CSM AI output reviewer. Do not hide an unresolved tangent basis risk behind a general “ready” status.

Acceptance criteria

texture bake audit check for CSM AI outputCSM AI output pass condition for texture bake auditEvidence to keep for CSM AI output texture bake audit
projection errors during texture bake audit for CSM AI outputFor CSM AI output texture bake audit, the source and revised asset use an agreed value for projection errors.Keep CSM AI output texture bake audit before-and-after values and the setting that changed.
seam padding during texture bake audit for CSM AI outputThe texture bake audit result for seam padding matches the expected behavior in CSM AI output, not only in the editor.Keep target-side evidence for CSM AI output texture bake audit, such as an import log or captured test.
tangent basis during texture bake audit for CSM AI outputThe recorded result for tangent basis meets the CSM AI output release requirement for this texture bake audit job.Keep the accepted CSM AI output result and the reviewer name for texture bake audit.
channel color space after texture bake audit for CSM AI outputThe texture bake audit handoff for CSM AI output contains only the files needed downstream.Keep the CSM AI output export preset, fallback, dependencies, and open risks from texture bake audit.

FAQ

How should I plan texture bake audit for CSM AI output?

For CSM AI output, start with projection errors on the untouched source file. It gives you a baseline before the texture bake audit pass changes geometry, materials, metadata, or export settings.

What should the CSM AI output texture bake audit checklist include?

During texture bake audit for CSM AI output, record the source format, units, texture locations, material slots, exporter, destination version, and observed seam padding behavior.

Which projection errors requirements matter most?

The texture bake audit pass is complete when projection errors, seam padding, and tangent basis have been tested in CSM AI output, the export opens correctly, and remaining review has an owner.

What happens when seam padding does not pass review in CSM AI output?

For CSM AI output, use a qualified reviewer during texture bake audit when tangent basis cannot be verified automatically or when licensing, device, marketplace, or domain rules affect approval.