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Auto-triage GitHub issues with GPT-4o, Pinecone

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Created by: David Ashby || cfomodz
David Ashby

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Last update 3 months ago

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๐Ÿš€ GitHub MCP Webhook Tool Sub-workflow: AI-Powered Repo Assistant

Transform your GitHub workflows with a customizable AI agent that integrates seamlessly via a single webhook. Think "Copilot for repos," but you own the code, prompts, and data.

๐Ÿ‘€ Key Features

๐Ÿ”ง Fully Customizable: Tweak system prompts, swap AI models (GPT-4o, 4o-mini), or add tools like spam detection.

๐Ÿ“ฆ Single Webhook Integration: Add AI to any existing workflow with 1 HTTP node.

๐Ÿค– Auto-Triage & Action: Sort issues by severity, auto-comment, flag spam (e.g., NSFW content), and ping teams via Discord/Slack.

๐Ÿ” Codebase-Aware: Queries your repoโ€™s docs and code for context-aware responses (Pinecone vector stores optional).

๐Ÿ’ธ Cost-Friendly: Starts at $1 โ€“ cheaper than a coffee, infinitely more useful.

๐Ÿ› ๏ธ Getting Started

๐Ÿš€ Deploy the Template: Clone the "GitHub MCP Server" workflow.

๐Ÿ”‘ Set Variables: Update repoOwner, repoName, and Discord/Slack IDs in the "CHANGE THESE!!!" node.

๐ŸŒฒ Pinecone Setup: Pre-index your docs/code for lightning-fast queries using the vector nodes.

๐ŸŒ Go Live: Trigger via webhook โ€“ use it for issue replies, triage, or even automated PR drafts!

๐Ÿ’ก Use Cases

๐Ÿšจ Auto-Alert Teams: Flag critical bugs to senior devs, route FAQs to interns.

๐Ÿ—‘๏ธ Spam Shield: Delete explicit issues instantly, quarantine self-promo for review.

๐Ÿ“ Docs Bot: Answer contributor questions using your repoโ€™s documentation.