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Analyze images, screenshots, diagrams, and visual content -
Passed 24 of 24 test cases with the skill, and 7 of 24 without it.
and 18 more in the full report
17 fixed7 passed either way0 still failing0 broke
Tokens, turns and time describe resource use, not a dollar price.
One of 17 test cases the skill fixed. Same model, same prompt, with and without the skill.
Which top-level JSON property in the verging.ai vision success response reports the total credits deducted for the API call?
| Checked | Without skill | With skill |
|---|---|---|
| Credits deducted property name is credits_consumed | Missed | Passed |
The instructions your model reads when the skill loads.
Analyze images using GPT-4o Vision through the verging.ai proxy API. Supports both image URL and file upload.
All requests require an API key in the Authorization header:
Authorization: ApiKey vrg_sk_xxx
Replace vrg_sk_xxx with your verging.ai API key. You can generate one at https://verging.ai under your account settings.
POST https://verging.ai/api/v1/ai/vision
Content-Type: application/json
POST https://verging.ai/api/v1/ai/vision/upload
Content-Type: multipart/form-data
| Parameter | Type | Required | Default | Description |
|---|---|---|---|---|
| prompt | string | Yes | — | Analysis instruction / question |
| image_url | string | Yes | — | URL of the image to analyze |
| model | string | No | gpt-4o | Vision model |
| max_tokens | int | No | 1024 | Maximum tokens in the response |
test cases passed, vs 7 / 24 without
More skills from the same source and nearby in the registry, with their headline benchmark lift.