axiom-analyze-triage

Automate classification and ranking of production crash and hang reports from Sentry and App Store Connect.

34|2|Updated Mar 16, 2026
One-click install
npx skills add https://github.com/DengNaichen/Stet --skill axiom-analyze-triage
Or copy as Structured Prompt for Agent
Please help me install this Agent Skill.
Skill: axiom-analyze-triage
Source: https://github.com/DengNaichen/Stet/tree/main/.agents/skills/axiom-analyze-triage
Command: npx skills add https://github.com/DengNaichen/Stet --skill axiom-analyze-triage

SYSTEM DOCUMENTATION & REQUIREMENTS

What problem does it solve?

This skill solves the challenge of managing high-volume production crash and hang reports by automating the fetching, normalization, and classification of issues from aggregators like Sentry and App Store Connect.

Core Features & Use Cases

  • Corpus-Level Triage: Automatically fetches and groups production issues to identify real-bug families while filtering out noise.
  • Intelligent Classification: Uses xcsym to classify crashes and hangs, providing actionable insights and root cause hypotheses.
  • Use Case: When an engineering team faces hundreds of new crash reports after a release, this skill processes the entire corpus to rank the most critical bugs by user impact, allowing developers to focus on high-priority fixes instead of manual log analysis.

Quick Start

Use the axiom-analyze-triage skill to fetch and analyze the latest unresolved issues from Sentry for the current project.

Frequently Asked Questions about axiom-analyze-triage

High-intent search queries and answers about installing and using this skill.

FAQPage Schema
How do I automate triage for high-volume production crash reports from Sentry?

Automate crash triage by fetching and grouping production issues from Sentry, normalizing the corpus, and classifying grouped issues into ranked bug families filtered by user impact. This eliminates manual log analysis by automatically identifying real-bug families while filtering out noise.

Can I classify App Store Connect crashes and hangs in bulk across a large release?

Yes, you can classify App Store Connect crashes and hangs in bulk by processing the entire unresolved issue corpus. The skill fetches, normalizes, and ranks critical bugs by user impact, allowing developers to focus on high-priority fixes across large-scale software maintenance scenarios.

Does automated crash triage require symbolication to identify root causes?

Yes, automated crash triage requires integration with xcsym for symbolication and classification logic to provide actionable insights and root cause hypotheses for grouped production issues.

What is the best way to rank critical production bugs by user impact after a release?

The best way to rank critical bugs is to process the entire crash and hang corpus, classifying grouped issues into ranked bug families based on user impact. This approach filters out noise and highlights high-priority fixes instead of requiring manual log analysis.

Why does automated crash classification maintain a strict flag-never-hide reporting policy?

Automated crash classification maintains a strict flag-never-hide reporting policy to ensure all identified issues remain visible during triage. This prevents the intelligent classification logic from accidentally suppressing real-bug families when filtering out noise from the production issue corpus.