reversible-bulk-updates
Installation
SKILL.md
Reversible bulk updates
Most APIs have no undo. A bulk update script that writes first and asks questions later turns one wrong column into a thousand wrong records. Make every run reversible before it touches anything.
The loop, per record
confirm environment -> load change set -> fetch current -> archive current -> write diff -> read back -> report