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GitHub Prompt Loader & AI Expression Filler

GitHub Prompt Loader & AI Expression Filler is a 13-node automation blueprint connecting GitHub, LangChain AI (Ollama Chat Model). Inspect its trigger, execution graph, branches, and implementation requirements.

GitHubLangChain AI (Ollama Chat Model)

Interactive system map

Follow the runtime. Inspect what supports it.

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

13

Nodes

12

Links

1

Run groups

Connected tools

2 integrations

  • GitHub
  • LangChain

Canvas controls

Fit wide systems, then zoom into any run group.

GitHub Prompt Loader & AI Expression Filler execution lanes1 run groups containing 13 workflow nodes and 12 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.When clicking ‘Test workflow’. trigger node, manualTrigger. 0 incoming and 1 outgoing connections.STARTWhen clicking ‘Test workf…TRIGGERMANUALTRIGGER0 IN / 1 OUTsetVars. transform node, set. 1 incoming and 1 outgoing connections.STEP 02setVarsTRANSFORMSET1 IN / 1 OUTGitHub. GitHub node, github. 1 incoming and 1 outgoing connections.STEP 03GitHubGITHUBGITHUB1 IN / 1 OUTExtract from File. integration node, extractFromFile. 1 incoming and 1 outgoing connections.STEP 04Extract from FileINTEGRATIONEXTRACTFROMFILE1 IN / 1 OUTSetPrompt. transform node, set. 1 incoming and 1 outgoing connections.STEP 05SetPromptTRANSFORMSET1 IN / 1 OUTCheck All Prompt Vars Present. transform node, code. 1 incoming and 1 outgoing connections.STEP 06Check All Prompt Vars Pre…TRANSFORMCODE1 IN / 1 OUTIf. decision node, if. 1 incoming and 2 outgoing connections.STEP 07IfDECISIONIF1 IN / 2 OUTreplace variables. transform node, code. 1 incoming and 1 outgoing connections.STEP 08replace variablesTRANSFORMCODE1 IN / 1 OUTStop and Error. integration node, stopAndError. 1 incoming and 0 outgoing connections.STEP 08Stop and ErrorINTEGRATIONSTOPANDERROR1 IN / 0 OUTSet Completed Prompt. transform node, set. 1 incoming and 1 outgoing connections.STEP 09Set Completed PromptTRANSFORMSET1 IN / 1 OUTAI Agent. ai node, agent. 2 incoming and 1 outgoing connections.STEP 10AI AgentAIAGENT2 IN / 1 OUTPrompt Output. transform node, set. 1 incoming and 0 outgoing connections.OUTCOMEPrompt OutputTRANSFORMSET1 IN / 0 OUTOllama Chat Model. ai node, lmChatOllama. 0 incoming and 1 outgoing connections.DEPENDENCY · DEPTH 1Ollama Chat ModelAILMCHATOLLAMA0 IN / 1 OUT

Signal inspector

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Main-channel runtimeTyped dependencytriggeraidecisiontransformintegration
Scroll horizontally to follow every connected flow.13 connected nodesEnter or click to lock · Escape to clear

Runtime breakdown

Read the execution spine before its dependencies.

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

When clicking ‘Test workflow’

11 Execution Links1 Support Dependency

  1. Start

    When clicking ‘Test workflow’

    Trigger

  2. Step 2

    setVars

    Transform

  3. Step 3

    GitHub

    Integration

  4. Step 4

    Extract from File

    Integration

  5. Step 5

    SetPrompt

    Transform

  6. Step 6

    Check All Prompt Vars Present

    Transform

  7. Step 7

    If

    Decision

  8. Step 8

    replace variables

    Transform

    Stop and Error

    Integration

  9. Step 9

    Set Completed Prompt

    Transform

  10. Step 10

    AI Agent

    AI reasoning

  11. Outcome

    Prompt Output

    Transform

Attached dependencies

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

1 node

  • Ollama Chat Model

    AI reasoning dependency

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