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/debug-with-sentry

Root-cause a production error with Sentry's evidence before touching code — pull the issue, read the stack trace and breadcrumbs, and separate the crash from its trigger. Use when the user pastes a Sentry link or issue ID, reports a production error, or asks why something is

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superset
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Install
$ npx -y skills add superset-sh/superset --skill debug-with-sentry --agent claude-code

How it fires

How this skill gets triggered: by you, by Claude, or both.

  • Fires itselfAuto-invocation. Claude auto-loads it when your prompt matches the work.Auto-invocation is when the right skill fires by itself at the right moment, driven by a FLOW.md router and a hook, instead of you invoking it by name. It is the difference between a skill being installed and a skill actually getting used.Read the full definition →
  • You can call itInvoke it directly when you want it.
  • Slash command/debug-with-sentry

Context preview

The summary Claude sees to decide when to auto-load this skill.

Root-cause a production error with Sentry's evidence before touching code — pull the issue, read the stack trace and breadcrumbs, and separate the crash from its trigger. Use when the user pastes a Sentry link or issue ID, reports a production error, or asks why something is

SKILL.md

debug-with-sentry.SKILL.md
name: debug-with-sentry
description: Root-cause a production error with Sentry's evidence before touching code — pull the issue, read the stack trace and breadcrumbs, and separate the crash from its trigger. Use when the user pastes a Sentry link or issue ID, reports a production error, or asks why something is crashing for users.
argument-hint: the Sentry issue URL, short ID, or a description of the error
allowed-tools: mcp__sentry__get_issue_details, mcp__sentry__get_event_stacktrace, mcp__sentry__get_issue_breadcrumbs, mcp__sentry__get_issue_tag_values, mcp__sentry__search_issues, mcp__sentry__search_events, mcp__sentry__find_releases, mcp__sentry__analyze_issue_with_seer, mcp__sentry__update_issue

Root-cause with the evidence, not the guess

A Sentry issue is a claim about what broke. The job is to turn it into a claim about *why* it broke, backed by the event data, before anyone edits code.

1. Get the real issue, not the search hit

A pasted URL or short ID (`PROJECT-123`) goes straight to `get_issue_details`. A described error ("users can't check out") goes through `search_issues` first, but treat the results as candidates: match on the error type and the affected code path, not on title similarity. If two issues share a message but differ in stack trace, they are two bugs.

2. Read the stack trace like a diff

Fetch the newest event's stack trace. The top frame is where it *crashed*, not where it *broke* — walk down until you leave library code and hit the first frame owned by this repo. That frame and its local variables are the starting point. Cross-check the file against the working tree: production runs a release, and the line numbers may belong to code that has since changed. `find_releases` tells you which version the events come from.

3. Use the distribution before the theory

Before proposing a cause, check what the events have in common:

  • **Tags** (`get_issue_tag_values`): one browser, one endpoint, one tenant, one

release? A bug scoped to a dimension names its own trigger.

  • **Breadcrumbs**: what the user did right before. A crash after a retry storm

is a different bug than the same crash on first click.

  • **First seen / volume**: an issue that started with a release points at that

release's diff. One that grew slowly points at data or traffic.

Seer (`analyze_issue_with_seer`) is worth running for a second opinion, but verify its suggested cause against the frames yourself before repeating it.

4. Report cause, scope, and blast radius

The finding is three sentences: what fails, why, and who it hits (volume, affected users, releases). Link the issue. If the user asks for a fix, fix the frame you identified — and only then consider `update_issue` to assign or resolve, never as a way to make the dashboard quiet.

Anti-patterns

  • **Fixing the top frame.** The top frame is often a library that faithfully

threw on bad input from three frames below.

  • **Trusting the issue title.** Sentry titles are the exception message; two

different bugs can share one, and grouping is heuristic.

  • **Reading one event.** One event is an anecdote; the tag distribution is the

evidence.

  • **Resolving without a shipped fix.** A resolved issue that regresses comes

back as a new-looking issue and erases its history.

Read more
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