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Event-Driven AutomationAI systemIntermediate

Discord Spam Detection and Moderation

Discord Spam Detection and Moderation is a 23-node automation blueprint connecting Discord, OpenAI. Inspect its trigger, execution graph, branches, and implementation requirements.

Interactive system map

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Solid horizontal paths show main-channel execution. Violet dependencies sit beneath the exact step they configure or empower.

23

Nodes

24

Links

2

Run groups

Connected tools

2 integrations

  • Discord
  • OpenAI

Canvas controls

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Discord Spam Detection and Moderation execution lanes2 run groups containing 23 workflow nodes and 24 visible links. Solid horizontal lines are main-channel runtime links. Violet dashed lines connect typed dependencies beneath the runtime step they support. Focus any node to inspect its immediate path.Schedule Trigger. trigger node, scheduleTrigger. 0 incoming and 1 outgoing connections.STARTSchedule TriggerTRIGGERSCHEDULETRIGGER0 IN / 1 OUTGet Recent Messages. Discord node, discord. 1 incoming and 1 outgoing connections.STEP 02Get Recent MessagesDISCORDDISCORD1 IN / 1 OUTOnly Once. integration node, removeDuplicates. 1 incoming and 1 outgoing connections.STEP 03Only OnceINTEGRATIONREMOVEDUPLICATES1 IN / 1 OUTGroup By User. transform node, code. 1 incoming and 1 outgoing connections.STEP 04Group By UserTRANSFORMCODE1 IN / 1 OUTSplit Out. transform node, splitOut. 1 incoming and 1 outgoing connections.STEP 05Split OutTRANSFORMSPLITOUT1 IN / 1 OUTFor Each User.... integration node, splitInBatches. 3 incoming and 1 outgoing connections.STEP 06For Each User...INTEGRATIONSPLITINBATCHES3 IN / 1 OUTMessage to List. transform node, code. 1 incoming and 1 outgoing connections.STEP 07Message to ListTRANSFORMCODE1 IN / 1 OUTSpam Detection. ai node, textClassifier. 2 incoming and 2 outgoing connections.STEP 08Spam DetectionAITEXTCLASSIFIER2 IN / 2 OUTFlag as Spam. transform node, set. 1 incoming and 1 outgoing connections.STEP 09Flag as SpamTRANSFORMSET1 IN / 1 OUTFlag as Not Spam. transform node, set. 1 incoming and 1 outgoing connections.STEP 10Flag as Not SpamTRANSFORMSET1 IN / 1 OUTMerge. decision node, merge. 2 incoming and 1 outgoing connections.STEP 11MergeDECISIONMERGE2 IN / 1 OUTSpam Messages Only. decision node, filter. 1 incoming and 1 outgoing connections.STEP 12Spam Messages OnlyDECISIONFILTER1 IN / 1 OUTHas Flagged Messages?. decision node, if. 1 incoming and 2 outgoing connections.STEP 13Has Flagged Messages?DECISIONIF1 IN / 2 OUTModeration Subworkflow. integration node, executeWorkflow. 1 incoming and 1 outgoing connections.OUTCOMEModeration SubworkflowINTEGRATIONEXECUTEWORKFLOW1 IN / 1 OUTModel. OpenAI node, lmChatOpenAi. 0 incoming and 1 outgoing connections.DEPENDENCY · DEPTH 1ModelOPENAILMCHATOPENAI0 IN / 1 OUTWhen Executed by Another Workflow. trigger node, executeWorkflowTrigger. 0 incoming and 1 outgoing connections.STARTWhen Executed by Another …TRIGGEREXECUTEWORKFLOWTRIGGER0 IN / 1 OUTNotify Moderators with Send & Wait. Discord node, discord. 1 incoming and 1 outgoing connections.STEP 02Notify Moderators with Se…DISCORDDISCORD1 IN / 1 OUTReceive Instructions. decision node, switch. 1 incoming and 3 outgoing connections.STEP 03Receive InstructionsDECISIONSWITCH1 IN / 3 OUTGet Message IDs. transform node, code. 1 incoming and 1 outgoing connections.STEP 04Get Message IDsTRANSFORMCODE1 IN / 1 OUTWarn User Only. Discord node, discord. 1 incoming and 0 outgoing connections.STEP 04Warn User OnlyDISCORDDISCORD1 IN / 0 OUTNo Action Taken. integration node, noOp. 1 incoming and 0 outgoing connections.STEP 04No Action TakenINTEGRATIONNOOP1 IN / 0 OUTDelete Messages. Discord node, discord. 1 incoming and 1 outgoing connections.STEP 05Delete MessagesDISCORDDISCORD1 IN / 1 OUTWarn User. Discord node, discord. 1 incoming and 0 outgoing connections.OUTCOMEWarn UserDISCORDDISCORD1 IN / 0 OUT

Signal inspector

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Main-channel runtimeTyped dependencytriggeraidecisiontransformintegration
Scroll horizontally to follow every connected flow.23 connected nodesEnter or click to lock · Escape to clear

Runtime breakdown

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Each run group separates main-channel steps from the models, tools, retrievers, and data services that support them. Start and outcome labels apply only to runtime nodes.

01

Run Group

Schedule Trigger

16 Execution Links1 Support Dependency
  1. Start

    Schedule Trigger

    Trigger

  2. Step 2

    Get Recent Messages

    Integration

  3. Step 3

    Only Once

    Integration

  4. Step 4

    Group By User

    Transform

  5. Step 5

    Split Out

    Transform

  6. Step 6

    For Each User...

    Integration

  7. Step 7

    Message to List

    Transform

  8. Step 8

    Spam Detection

    AI reasoning

  9. Step 9

    Flag as Spam

    Transform

  10. Step 10

    Flag as Not Spam

    Transform

  11. Step 11

    Merge

    Decision

  12. Step 12

    Spam Messages Only

    Decision

  13. Step 13

    Has Flagged Messages?

    Decision

  14. Outcome

    Moderation Subworkflow

    Integration

Attached dependencies

These nodes support the runtime above; they are not additional starts or outcomes.

1 node
  • Model

    AI reasoning dependency

02

Run Group

When Executed by Another Workf…

7 Execution Links
  1. Start

    When Executed by Another Workflow

    Trigger

  2. Step 2

    Notify Moderators with Send & Wait

    Integration

  3. Step 3

    Receive Instructions

    Decision

  4. Step 4

    Get Message IDs

    Transform

    Warn User Only

    Integration

    No Action Taken

    Integration

  5. Step 5

    Delete Messages

    Integration

  6. Outcome

    Warn User

    Integration

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