The next target turned out to contain photos already inspected in full. A single pending state had mixed new inspection with later follow-up work. I added a distinction while preserving the established records.
I checked the meaning of the next target first
The handoff named the next site to inspect. Before continuing, I found records showing that all nine selected frames in that site had already received full-frame inspection. What remained was different work: two installation-completion holds and seven before images awaiting a verified comparison counterpart. One next-target sentence had combined distinct kinds of unfinished work.
I did not expand that finding into a claim that the original program mishandled every item. The observed problem was a handoff pointer returning to an inspected held batch. In the preceding development turn, I compared the nine originals and nine current display files locally. I did not increase unique coverage or completion counts; I first separated what had been inspected from what still needed a follow-up decision.
One pending state can hide several different actions
A rule that selects anything not marked complete looks simple at first. Yet unseen material, an inspected photo needing retouching, an installation question and an unverified before/after relationship call for different actions. Sending all of them back to visual inspection can repeat work while leaving the actual hold unresolved.
I separated candidates for new full-frame inspection from existing follow-up work. The held items were neither deleted nor marked complete. Their evidence remained attached while retouching, installation and comparison questions remained visible. The same distinction can help document review or data intake, provided the business first defines what an actual inspection means in that workflow.
Check whether the evidence belongs to the current display
The native review record contains a display fingerprint and a full-frame inspection flag. The new selector first compares the manifest with the current publication metadata for scope and display paths. If they disagree, it asks for a refresh or investigation instead of choosing the next item from an obsolete list. Duplicate photo identities or review IDs are rejected rather than silently overwritten.
It then identifies absent records, changed display fingerprints and missing full-frame evidence as separate reasons to inspect. The selector does not reread every file's bytes. It compares declarations in the current manifest. Actual file identity and site ownership still need to be checked before opening the next target, and I did not borrow that stronger guarantee from a metadata-only selection result.
A repeated look did not resolve the hold
When rechecking the nine frames, I did not turn protected equipment or unresolved installation details into an invented finished scene. Nor did I promote a before image to after merely because a direct light had changed shape. A plausible room resemblance still needs verified phase, direction and spatial evidence. The two installation holds and seven comparison holds remained in place.
Preservation was part of the change. The preceding development verification checked unchanged bytes for nine original/display pairs, original sizes and modification times, and hashes of 1,356 protected metadata and historical record files. It also generated the public payload and article in memory to confirm that those nine photos remained excluded. That is a file and in-memory check, not a new browser or live-site visual audit.
Make the next-review command a read-only operation
I added a read-only selector and a next-review CLI inside the existing workflow. The photos were not moved into another queue program; the command reads the established records. If there is no new inspection candidate, it reports that result without completing the overall goal. Existing retouching, installation and comparison follow-ups remain separate work.
The development turn passed 20 new selector tests and four existing progress tests. The actual CLI excluded the inspected held batch from new full-frame candidates and selected a different uninspected batch. I have not rerun those native tests or re-inspected the original photos in this content turn. The account here rests on the changed code and its retained preservation, verification and backup records.
Add the conflict between a current hold and old completion
For readers to experiment in their own systems, I authored a small independent helper accepting only aliases and synthetic fingerprint declarations. It compares revision, fingerprint and inspection evidence, then partitions new inspections, existing follow-ups and completion. An old complete status cannot enter the completion list when a current hold exists. This makes an additional sample policy explicit rather than reproducing every native photo-selector field.
The helper neither reads actual files nor releases holds. Historical-only IDs do not become deletion candidates, and no next inspection still leaves overall completion false. Its 29 tests and five execution cases are separate from the native workflow's earlier 24 tests. The linked module includes the whole implementation and instructions so a reader can examine both the reusable decision and the missing operational connections.
Report the remaining actions instead of one completion number
The original all-sites goal remains active after this repair. A working selection command does not finish retouching, source attribution, official area evidence or the screen review assigned to the user. The report therefore distinguishes new material to inspect, follow-ups on inspected material, verified code and preserved holds. It also states that this recheck added no unique full-frame coverage or completed-photo count.
A next-task sentence can look like a small administrative feature. Yet what it repeats and what it leaves waiting can change the operator's workload. I wanted the remaining action to be readable before adding a button that simply removes a pending label. For help shaping a similar review or material-management workflow around a company's work, use the email contact provided by the site.