ClickUp Bug Fix Workflow: OpenAI, Cursor, GitHub & Slack

Automate ClickUp bug-to-fix—plan with OpenAI, implement with Cursor, and open a GitHub PR

This ClickUp Bug Fix Workflow takes bug reports from ClickUp, uses OpenAI to generate a structured fix plan, optionally routes for Slack developer approval, then triggers Cursor to implement and test the change—finally creating a GitHub pull request and updating the ClickUp task status.

What this workflow does

• Receives bug reports via webhook: A ClickUp POST webhook sends task details (including stack trace/description) and repository info (e.g., repoUrl, repoBr).
• Plans the fix using OpenAI: The workflow analyzes the bug and returns structured JSON including root cause, affected files, fix approach, complexity, confidence, test plan, and risk flags.
• Validates and decides eligibility: It normalizes the AI output and scans for high-risk keywords, deterministically deciding whether the bug is eligible for automated fixing.
• Requests developer approval in Slack (optional): If not eligible, it posts the analysis to a Slack channel and waits for a developer to approve before continuing.
• Triggers Cursor background agent: Builds a Cursor task (branch name, prompt, and test command) and calls Cursor via HTTP, then waits for completion with test results and a diff summary.
• Creates a GitHub pull request: Opens a PR (draft if tests failed) and updates the ClickUp task status.
• Returns a webhook response: Responds with a JSON summary including the PR link.

Use cases

• Turn ClickUp bug tasks into a repeatable automated triage → fix → PR pipeline.
• Speed up hotfixes by letting Cursor implement changes after OpenAI planning and test verification.
• Add a governance step: route higher-risk bugs to Slack for human approval.

Technical details

• Integrations/Credentials: OpenAI, Slack, ClickUp, GitHub, and an HTTP Header Auth credential for the Cursor API.
• n8n nodes used: if, set, code, wait, slack, github.
• ClickUp webhook path: configure ClickUp to send to clickup-bug-autofix with fields like taskId, task title/description/stackTrace, and repository details.