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LLM Suggest Next Step Node

Automation/LLM/Planning

Uses LLM to suggest the most appropriate next action given current screen and goal

llm_suggest_next_stepautomationLong running
Inputs8
Outputs5
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

8

▶

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

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

Image

Struct
image

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

NodeImageNodeImage1 fields
image_refstringrequired

Frame

Struct
frame

Screen frame of the screenshot, from the capture node. Coordinates are desktop input coordinates (ready for the mouse nodes) when Frame is connected, otherwise pixels of the original screenshot

ScreenFrameScreenFrame7 fields
display_indexinteger | null
format uint32default nullmin 0
xinteger:int32required
format int32
yinteger:int32required
format int32
widthinteger:uint32required
format uint32min 0
heightinteger:uint32required
format uint32min 0
pixel_widthinteger:uint32required
format uint32min 0
pixel_heightinteger:uint32required
format uint32min 0

Goal

String
goal

Ultimate goal we're trying to achieve

Completed Actions

String
completed_actions

JSON array of actions already taken

Default []

Last Result

String
last_result

Result/outcome of the last action

Output Pins

5

▶

Execution
exec_out

Continue

Goal Reached

Execution
exec_goal_reached

Goal appears to be achieved

Suggestion

Struct
suggestion

Next step suggestion; target_coordinates are in desktop input coordinates (ready for the mouse nodes) when Frame is connected, otherwise pixels of the original screenshot

NextStepSuggestionNextStepSuggestion7 fields
action_typestringrequired
target_descriptionstringrequired
target_coordinatesarray | null

Target point: desktop input coordinates when a frame was connected, otherwise screenshot pixels.

parametersvalue
default null
reasoningstringrequired
confidencenumber:doublerequired
format double
alternativesArray<AlternativeAction>
default []
itemsAlternativeActionarray item
action_typestringrequired
descriptionstringrequired
confidencenumber:doublerequired
format double

Action Type

String
action_type

Type of suggested action

Target

String
target

Target description

Node Info

Internal name
llm_suggest_next_step
Category
Automation/LLM/Planning
Version
4