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triage

Analyze unresolved Jira bugs into recommendations and an interactive HTML report.

6|16|Updated Mar 9, 2026
Search Tags:#jira#duplicate detection#recommendations#regression detection#bug triage#html report#automated triage
One-click install
npx skills add https://github.com/flightctl/ai-workflows --skill triage-flightctl
Or copy as Structured Prompt for Agent▼
Please help me install this Agent Skill.
Skill: triage
Source: https://github.com/flightctl/ai-workflows/tree/main/triage
Command: npx skills add https://github.com/flightctl/ai-workflows --skill triage-flightctl

SYSTEM DOCUMENTATION & REQUIREMENTS

What problem does it solve?

Turns an overwhelming backlog of unresolved Jira bugs into a structured set of actionable triage recommendations, complete with an interactive HTML report for stakeholders and engineers.

Core Features & Use Cases

  • Bulk Jira bug triage: Fetches all unresolved bugs plus recently resolved bugs to provide regression context, then analyzes each issue and assigns exactly one recommendation.
  • Actionable recommendations: Categorizes issues into CLOSE, FIX_NOW, AUTO_FIX, BACKLOG, NEEDS_INFO, DUPLICATE, ESCALATE, or WONT_FIX with clear reasons and confidence.
  • Error signatures + duplicates + regressions: Extracts signature fields (error type/code/message excerpt, affected component, symptoms), computes duplicate confidence, and links possible regressions to recently resolved items.
  • Interactive HTML reporting: Produces a single, self-contained HTML dashboard with filters, sorting, simulation mode, key recommendations, and a release-risk summary.
  • Single-issue deep triage (read-only): Provides full assessment for one bug via /assess without generating bulk artifacts.

Quick Start

Run the triage flow for project EDM end-to-end by telling the AI to execute the command: /triage:run EDM.

Frequently Asked Questions about triage

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

FAQPage Schema
How do I bulk-triage unresolved Jira bugs automatically?▼

To bulk-triage unresolved Jira bugs automatically, you can run a command like /triage:run EDM to fetch issues, analyze error signatures, and generate an interactive HTML report with AI-driven recommendations.

How does AI bug triage detect duplicate issues and regressions?▼

AI bug triage detects duplicates and regressions by fetching unresolved and recently resolved Jira bugs, extracting error signatures, computing duplicate confidence scores, and linking possible regression issues to recently resolved items.

Can I generate an interactive HTML report for Jira bug triage?▼

Yes, you can generate a single-file, self-contained interactive HTML dashboard for Jira bug triage that includes filters, sorting, simulation mode, key recommendations, and a release-risk summary.

Do I need write access to Jira for automated bug triage?▼

No, you do not need write access to Jira for automated bug triage because the process uses read-only Jira MCP access to fetch unresolved and recently resolved bugs for analysis and local artifact generation.

What categories does automated bug triage assign to Jira issues?▼

Automated bug triage assigns exactly one recommendation category to each Jira issue, choosing from CLOSE, FIX_NOW, AUTO_FIX, BACKLOG, NEEDS_INFO, DUPLICATE, ESCALATE, or WONT_FIX, complete with clear reasons and confidence levels.

Can I assess a single Jira bug without generating a full bulk HTML report?▼

Yes, you can perform a single-issue deep triage for one bug using the /assess command, which provides a full assessment read-only without generating bulk artifacts or an HTML dashboard.

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