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LLM Classify Screen Node

Automation/LLM/Vision

Uses vision LLM to classify screen state and identify visible elements

llm_classify_screenautomationLong running
Inputs5
Outputs4
Security exposure4/10
Packageautomation

Ratings

Scores range from 0 to 10. Higher values mean more impact, exposure, or operational weight.

SecurityAttack surface and exposure impact.
4/10Medium
PrivacyPotential sensitivity of processed data.
3/10Low
PerformanceRuntime or resource pressure.
4/10Medium
GovernancePolicy, audit, or compliance impact.
5/10Medium
ReliabilityOperational stability considerations.
6/10Medium
CostExternal or compute cost impact.
5/10Medium

Input Pins

5

▶

Execution
exec_in

Trigger

Model

Struct
model

Vision-capable LLM model

BitBit19 fields
idstring
default ""
typeBitTypes
enum "Llm", "Vlm", "Tts", "Stt"...default "Other"
metaMap<string, Metadata>
default {}
*Metadatamap value
namestringrequired
descriptionstringrequired
long_descriptionstring | null
release_notesstring | null
tagsArray<string>required
itemsstringarray item
+11 more fields
authorsArray<string>
default []
itemsstringarray item
repositorystring | null
default null
download_linkstring | null
default null
file_namestring | null
default null
hashstring
default ""
sizeinteger | null
format uint64default nullmin 0
hubstring
default ""
parametersvalue
default null
versionstring | null
default null
licensestring | null
default null
dependenciesArray<string>
default []
itemsstringarray item
dependency_tree_hashstring
default ""
createdstring
default ""
updatedstring
default ""
model_slugstring | null
default null
+1 more fields
Schema enforced

Screenshot

String
screenshot

Screenshot as base64 PNG, JPEG, WebP or GIF (a data URL is fine). Ignored when Image is connected

Image

Struct
image

Screenshot as an image, e.g. from the Screenshot node. Takes precedence over the base64 Screenshot

NodeImageNodeImage1 fields
image_refstringrequired

Expected States

String
expected_states

Comma-separated list of possible states to classify into

Output Pins

4

▶

Execution
exec_out

Continue

Classification

Struct
classification

Screen classification result

ScreenClassificationScreenClassification6 fields
screen_typestringrequired
app_namestring | null
statestringrequired
visible_elementsArray<string>required
itemsstringarray item
suggested_actionsArray<string>
default []
itemsstringarray item
confidencenumber:doublerequired
format double

Screen Type

String
screen_type

Detected screen type

State

String
state

Current screen state

Node Info

Internal name
llm_classify_screen
Category
Automation/LLM/Vision
Version
4