Dev Ops · n8n

Convert Bug Report Form Submissions into Triaged Linear Issues

An n8n workflow that takes each bug report from a form, uses Claude to write a clean reproduction-focused issue with a severity guess, and creates it in Linear with the right label and priority — so scattered user bug reports arrive in your tracker ready to work, not as vague one-liners.

difficulty Intermediatesetup 45 minresult Bug reports become well-structured Linear issues with steps, severity and labels, automatically
  1. 1

    Receive the report

    A Webhook catches bug-form submissions with the description, page/URL, and reporter contact.

  2. 2

    Structure with Claude

    An HTTP Request to Claude returns strict JSON: title, body (expected vs actual, repro steps), severity and label, noting any missing details.

  3. 3

    Create the Linear issue

    An HTTP Request to Linear's API creates the issue with the AI title/body, mapping severity to Linear priority and applying the label.

  4. 4

    Escalate criticals

    An IF on high severity posts to Slack so urgent, user-facing bugs get eyes immediately rather than waiting in the backlog.

Frequently asked questions

Why run reports through AI first?

User bug reports are usually 'it's broken'. Claude reformats the raw report into a title, expected vs actual behavior, and best-guess reproduction steps, and flags missing info. Engineers open a workable ticket instead of a vague complaint — saving a round-trip of clarifying questions.

Does it work with Jira or GitHub Issues instead?

Yes — swap the final create step for the Jira or GitHub node. The AI structuring is tool-agnostic; only the destination node changes. The webhook trigger stays the same regardless of your form tool.

About this recipe. Recipes on FlowRecipesHub are written for business owners, not developers, and are tested before publishing — how recipes get made. Some ingredient links are affiliate links that cost you nothing — full disclosure.