Automate Cloudinary media management including folder organization, upload presets, asset lookup, transformations, and usage monitoring through natural language commands
NewMaintained
Automatic
◆DevOps & SRE pack
Last verified 8/8/2026
What it changes
4 of 22 test cases passed with the skill.
Pass-rate lift
—
Tokens
+128%
Agent turns
0%
Response time
-16%
Model gemini-3.6-flashMeasured 8/8/2026v14 of 22 cases passed with skill · 6 comparable
Tokens, turns and time describe resource use, not a dollar price.
Lift withheld: 6 comparable cases; this report requires 8.
See it in action
One of 3 test cases the skill fixed. Same model, same prompt, with and without the skill.
1 of 3
Prompt
Configure an upload preset named 'auto-classifier' that stores uploads in 'ai-imports' and applies automated AI tagging with a confidence threshold of 0.8.
What was checked, without and with the skill
Checked
Without skill
With skill
Calls or specifies CLOUDINARY_CREATE_UPLOAD_PRESET
Missed
Passed
Sets auto_tagging to 0.8
Passed
Passed
case-20 · gemini-3.6-flash · 8/8/2026 · answers are capped and redacted
What's inside
The instructions your model reads when the skill loads.
SKILL.md177 linessingle file
Cloudinary Automation
Automate Cloudinary media management workflows -- create folders, configure upload presets, look up assets, manage transformations, search folders, and monitor usage -- all through natural language.