Automation library · AI assistants

AI-powered system for Creating & Executing your own Claude Skills

Started by someone opening a chat with it, and works across GitHub. It puts Claude and OpenAI behind a retrieval step, so answers are drawn from documents you supply rather than from the model alone. 24 steps, 1 branch: large, and worth reading before you trust it with anything live.

LargeCalls a model: Claude, OpenAIRetrieval

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24 stepsLarge: read it before trusting it with anything live
1Branch: places the flow splits
0Loops or waits
1Service it connects to

The flow

Starts it 1Model 16Logic 3Service 4

The steps in the order they run, from what starts it.

  1. 1When chat message receivedChat triggerStarts it
  2. 2Simple MemoryMemory Buffer WindowModel
  3. 3Context7Mcp Client ToolModel
  4. 4Simple Memory1Memory Buffer WindowModel
  5. 5OpenAI Chat ModelLm Chat Open AiModel
  6. 6Anthropic Chat Model2Lm Chat AnthropicModel
  7. 7Simple Memory3Memory Buffer WindowModel
  8. 8Structured Output ParserOutput Parser StructuredModel
  9. 9Set chatbot varsSetLogic
  10. 10List FilesGithub ToolService
  11. 11Get File from SkillHttp Request ToolService
  12. 12Anthropic Chat ModelLm Chat AnthropicModel
  13. 13Anthropic Chat Model1Lm Chat AnthropicModel
  14. 14AI Conversational AgentAgentModel
  15. 15Skills AgentAgentModel
  16. 16Claude Skills Creator AgentAgentModel
  17. 17Extract Skill MDInformation ExtractorModel
  18. 18List SkillsGithubService
  19. 19Proceed?IfLogic
  20. 20RespondChatModel
  21. 21SKILL.md ParserCodeLogic
  22. 22More infoChatModel
  23. 23Create a SkillGithubService
  24. 24Skill createdChatModel

How it's built

Starts on
Someone opening a chat with it
Steps
24, with 1 branch
Size
Large: read it before trusting it with anything live
Connects to
GitHub
Model
Claude, OpenAI
Retrieval
Answers are drawn from documents you supply, not from the model alone

Questions

What does it need to run?

An n8n account, plus your own GitHub account, and a key for Claude and OpenAI. You connect your own accounts after importing it; none are included.

What starts it?

It starts on someone opening a chat with it.

Does it use AI?

Yes. It calls Claude and OpenAI. Its answers draw on documents you give it, not on the model alone. Model calls are billed by the provider, not by n8n.

How long does it take to set up?

Take your time. At 24 steps it is large: read it before trusting it with anything live.

How do I import it?

Copy the workflow, open a new workflow in n8n and paste. The steps appear on the canvas, ready for your own accounts.

Before you run it

Nothing here has been tested by us. It is somebody's working automation, read and described from its own steps. Treat the connections it wants as a list of accounts it will touch, and read the 24 steps before you point it at anything that matters.