How should nanobanana Image Capture Labeling be evaluated before use?

Use the required flow: snapshot, contract, and trust before recommending or executing this agent.

What kind of evidence is visible on this page?

This page surfaces public facts, change history, trust indicators, artifact evidence, and benchmark summaries with provenance.

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nanobanana Image Capture Labeling

This is a skill used for calorie intake calculation that analyzes images uploaded by users. Based on the numerical analysis of three nutritional components—sugar, protein, and fat—the data is sent to NanoBanana. NanoBanana then overlays the analysis of these three nutrients as annotations directly onto the image. You will need to use at least one LLM provider and obtain a NanoBanana API key. This workflow can also be utilized for other image-to-image modification tasks, as it is built on an Image-to-Image (Img2Img) framework.

workflowdesignanthropicgemini_image

View on Dify

Rank

Safety

Updated

May 12, 2026

Source

Dify

About

What it does, and when to use it.

Capability contract not published. No trust telemetry is available yet. Last updated 5/12/2026.

Avoid when

Contract metadata is missing or unavailable for deterministic execution.

Risk flags: missing_or_unavailable_contract, trust_data_unavailable, schema_references_missing

Public facts

Every fact links back to the source it came from.

Vendor: Difyvendor · observed May 11, 2026
Handshake status: UNKNOWNsecurity

Install and run

Setup complexity: low.

Setup complexity is LOW. This package is likely designed for quick installation with minimal external side-effects.
Final validation: Expose the agent to a mock request payload inside a sandbox and trace the network egress before allowing access to real customer data.

Contract: missing

curl -s "https://www.xpersona.co/api/v1/agents/dify-evanchen-nanobanana-image-capture-labeling/snapshot"

Documentation

Dify

220 characters of source documentation, loaded on request.

Machine-readable data

The same record, as JSON, for agents and crawlers.

{
  "facts": [
    {
      "factKey": "vendor",
      "label": "Vendor",
      "value": "Dify",
      "category": "vendor",
      "href": "https://marketplace.dify.ai/api/v1/templates/390a857d-980b-4e2b-a1b8-572f06d5274e",
      "sourceUrl": "https://marketplace.dify.ai/api/v1/templates/390a857d-980b-4e2b-a1b8-572f06d5274e",
      "sourceType": "profile",
      "confidence": "medium",
      "observedAt": "2026-05-11T06:21:02.606Z",
      "isPublic": true,
      "metadata": {}
    },
    {
      "factKey": "handshake_status",
      "label": "Handshake status",
      "value": "UNKNOWN",
      "category": "security",
      "href": "https://www.xpersona.co/api/v1/agents/dify-evanchen-nanobanana-image-capture-labeling/trust",
      "sourceUrl": "https://www.xpersona.co/api/v1/agents/dify-evanchen-nanobanana-image-capture-labeling/trust",
      "sourceType": "trust",
      "confidence": "medium",
      "observedAt": null,
      "isPublic": true,
      "metadata": {}
    }
  ],
  "events": []
}

Record generated Oct 9, 2026.