- 01
Define the reviewed image enhancement before choosing a workflow
The search for “make it more real” is treated as an underspecified realism request translated into observable lighting, material, and edge criteria. Write the intended audience, purpose, approved message, destination, constraints, and acceptance example first. This keeps the image enhancement job stable while products, plans, interfaces, and model access can change. Name the person who can approve the brief and the conditions that require a restart. Before revision, preserve the reference set, and ask the source custodian to record input provenance before the final sign-off.
- 02
Prepare original image and measurable defect list
Preserve the original file, record its dimensions and visible defects, and define the destination viewing size. Separate resolution, sharpness, noise, texture, color, and realism concerns because each calls for a different review and can introduce different kinds of invented detail. The corpus records informational intent, so the search job is to teach a repeatable decision sequence while keeping product-specific controls outside the method until first-party evidence is attached. For the page-specific lens—an underspecified realism request translated into observable lighting, material, and edge criteria—list the evidence and observable decision that would accept or reject the handoff. Keep missing information visible as a blocking question; do not fill it with a feature, price, policy, or performance assumption. Before revision, preserve the decision history, and ask the rights reviewer to record visible continuity before the scope confirmation.
- 03
Build the image enhancement work in reversible stages
Make one bounded change at a time, compare at both pixel and delivery scale, and retain side-by-side checkpoints. Do not treat added texture as recovered truth. For identity, product, documentary, or evidentiary images, flag every synthesized or reconstructed area for explicit review. For this specific query, keep “an underspecified realism request translated into observable lighting, material, and edge criteria” as the decision lens when selecting or rejecting a draft. Record the source, change, reviewer, and reason at each gate so the handoff can be audited later. At handoff, preserve the review copy, and ask the claims reviewer to record identity consent before the bounded test.
- 04
Review the reviewed image enhancement and its destination separately
Check halos, oversharpening, plastic texture, altered facial or product details, color shifts, edge artifacts, and destination scaling. Approve the result for its stated use only; enhancement does not prove that missing information was restored accurately. Confirm source rights, identity permission, factual accuracy, disclosure, accessibility, and destination policy before approving the handoff. Here, acceptance specifically means an underspecified realism request translated into observable lighting, material, and edge criteria; a polished result that answers a neighboring job should fail review. Treat platform acceptance, pricing, download, model availability, and final delivery as separate, dated verification tasks whenever they matter. In the decision log, preserve the delivery checklist, and ask the creative lead to record destination fit before the acceptance review.
- 05
Interpret the wording of “make it more real” precisely
The verb “make” names a desired outcome while leaving the production method open, so the brief must carry more authority than any assumed interface. The wording does not specify a stable source medium, so the first editorial task is to name the asset, its owner, its current state, and the intended change. No product, price, speed, or automation modifier in the phrase supplies capability evidence. Translate the distinctive lens—an underspecified realism request translated into observable lighting, material, and edge criteria—into observable checks for source suitability, transformation scope, review ownership, and delivery. This prevents a close synonym or adjacent workflow from silently replacing the exact search job. For a reversible workflow, preserve the failure note, and ask the brand reviewer to record reversal cost before the controlled revision.
- 06
Keep taxonomy, corpus, and product evidence in separate ledgers
Taxonomy owner keyword:2502 establishes that this eligible keyword belongs to make / creation-actions; the joined corpus supplies search intent and metrics. For this owner, those inputs prioritize editorial coverage of an underspecified realism request translated into observable lighting, material, and edge criteria; neither source verifies a SEELE capability. Product statements require current first-party evidence with a date, exact workspace context, observable control, limitation, and claim scope before this editorial planner can describe them as available. For a reversible workflow, preserve the continuity note, and ask the identity reviewer to record input provenance before the delivery pass.