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LLM Classify Screen Node

Automation/LLM/Vision

LLM Classify Screen

Uses vision LLM to classify screen state and identify visible elements

llm_classify_screenautomationLong running
Inputs4
Outputs4
Security exposure6/10
Packageautomation

Ratings

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

SecurityAttack surface and exposure impact.
6/10Medium
PrivacyPotential sensitivity of processed data.
7/10Low
PerformanceRuntime or resource pressure.
6/10Medium
GovernancePolicy, audit, or compliance impact.
5/10Medium
ReliabilityOperational stability considerations.
4/10Medium
CostExternal or compute cost impact.
5/10Medium

Input Pins

4

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

Base64-encoded screenshot

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>required
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
3