Deploy Code to GitHub with Natural Language via Slack & Claude 3.5

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Built by Humble Turtle Humble Turtle
Created on June 08, 2026

Description

Github Deployer Agent
Overview
The Github Deployer Agent is an intelligent automation tool that integrates with Slack to streamline code deployment workflows. Powered by Anthropic's Claude 3.5 and Tavily for web search, it enables seamless, context-aware file pushes to a GitHub repository with minimal user input.

Capabilities
Accepts natural language via Slack
Automatically pushes code to a default GitHub repository
Uses Claude 3.5 for code generation and decision-making
Leverages Tavily for real-time web search to enhance context
Supports folder structure hints to ensure clean and organized repositories

Required Connections
To operate correctly, the following integrations must be in place:
Slack API Token with permission to read messages and post responses
GitHub Personal Access Token with repo write permissions
Tavily API Key for external search functionality
Claude 3.5 API Access via Anthropic

Detailed configuration instructions are provided in the workflow

Example Input
From Slack, you can send messages like:
"Generate a basic README.md for my Python project and store it in the root directory."

Customising This Workflow
You can tailor the workflow by:
Modifying default folder paths or repository settings
Integrate Jira node to use issue keys as default folder naming
Add slack file upload option

Nodes Used (4)

AI Agent
@n8n/n8n-nodes-langchain.agent
Anthropic Chat Model
@n8n/n8n-nodes-langchain.lmChatAnthropic
HTTP Request Tool
@n8n/n8n-nodes-langchain.toolHttpRequest
Slack
n8n-nodes-base.slack