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ai-triage

Syncs Git metadata and triages GitHub Issues and Azure Boards tasks.

54|3|Updated Feb 4, 2026
Search Tags:#prioritization#sync#triage#work-items#github-issues#azure-boards
One-click install
npx skills add https://github.com/arcasilesgroup/ai-engineering --skill ai-triage
Or copy as Structured Prompt for Agent▼
Please help me install this Agent Skill.
Skill: ai-triage
Source: https://github.com/arcasilesgroup/ai-engineering/tree/main/.claude/skills/ai-triage
Command: npx skills add https://github.com/arcasilesgroup/ai-engineering --skill ai-triage

SYSTEM DOCUMENTATION & REQUIREMENTS

💡 This Skill includes references (resource) components.

What problem does it solve?

This Skill automates the management of work items, offering seamless synchronization with external tracking systems and intelligent prioritization of backlogs.

Core Features & Use Cases

  • Bidirectional Sync: Keeps local specifications and external trackers (GitHub Issues, Azure Boards) in sync.
  • Automated Triage: Classifies and prioritizes backlog items based on severity, hierarchy, and scoring.
  • Use Case: Automatically create a GitHub issue when a new spec is defined locally, and ensure that high-priority bugs are always at the top of your team's backlog.

Quick Start

Use the ai-triage skill to sync all local specifications with GitHub Issues.

Frequently Asked Questions about ai-triage

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

FAQPage Schema
How do I automate backlog prioritization for GitHub Issues and Azure Boards?▼

Automate backlog prioritization by classifying work items using a defined hierarchy and RICE scoring. This system evaluates priority, severity, and estimated effort to automatically order your backlog items.

Can I sync local spec definitions with GitHub Issues bidirectionally?▼

Yes, you can sync local spec definitions with GitHub Issues bidirectionally. This ensures local specifications and external trackers remain consistent, automatically creating or updating issues based on local changes.

What is the best way to keep Azure Boards work items in sync with local specifications?▼

The best way to keep Azure Boards work items in sync is through bidirectional synchronization. This process automatically updates linked work items based on local spec definitions and external issue states.

How does RICE scoring work for automated triage of work items?▼

RICE scoring for automated triage evaluates work items by combining priority, severity, and estimated effort. This mechanism classifies backlog items and calculates a score to order them systematically.

Does this triage system support linking work items based on external issue states?▼

Yes, the triage system supports creating, updating, and linking work items based on local spec definitions and external issue states. This ensures high-priority bugs and new specs are accurately reflected across platforms.

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