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analyze-ticket

Analyze ticket content to classify complexity and recommend workflow phases.

Updated Jan 15, 2026
Search Tags:#workflow#planning#complexity#ticket#analyze#architect#AEP
One-click install
npx skills add https://github.com/nicolas-codemate/claudeCodeConfig --skill analyze-ticket
Or copy as Structured Prompt for Agent▼
Please help me install this Agent Skill.
Skill: analyze-ticket
Source: https://github.com/nicolas-codemate/claudeCodeConfig/tree/main/skills/analyze-ticket
Command: npx skills add https://github.com/nicolas-codemate/claudeCodeConfig --skill analyze-ticket

SYSTEM DOCUMENTATION & REQUIREMENTS

What problem does it solve?

Analyzes ticket content to quantify complexity and determine the required workflow phases, enabling consistent planning and resource allocation.

Core Features & Use Cases

  • Score tickets using technical complexity factors, scope indicators, uncertainty factors, and negative factors.
  • Classify tickets into SIMPLE, MEDIUM, or COMPLEX and tailor exploration depth, planning approach, and AEP engagement.
  • Generate actionable workflow recommendations for product, engineering, and design teams across cross-team scenarios.

Use cases include: new feature requests with multi-component changes, high-risk security updates, or cross-team initiatives requiring coordinated planning.

Quick Start

Provide the ticket title, description, and labels to receive a complexity assessment and recommended workflow steps.

Frequently Asked Questions about analyze-ticket

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

FAQPage Schema
How do I analyze ticket complexity for sprint planning?▼

To analyze ticket complexity, you evaluate technical complexity factors, scope indicators, uncertainty factors, and negative factors within the ticket content. This process classifies the item as SIMPLE, MEDIUM, or COMPLEX to optimize sprint planning and resource allocation.

What is the best way to estimate effort for cross-team feature requests?▼

Estimating effort for cross-team feature requests requires evaluating scope indicators and technical complexity to assign a complexity level. This ensures consistent planning by recommending appropriate exploration depth and AEP engagement across dependent teams.

Can I use ticket labels and descriptions to determine required workflow phases?▼

Yes, you can use ticket labels and descriptions to determine required workflow phases. By scoring these inputs against uncertainty and negative factors, the system outputs actionable workflow recommendations for exploration, planning, and AEP steps.

Does analyzing ticket complexity work for bug reports and product backlog items?▼

Analyzing ticket complexity works effectively for product backlog items, bug reports, and feature requests. It evaluates varying scopes and cross-team dependencies to output a standardized complexity level and tailored planning approach for each ticket type.

How do I know if a high-risk security update needs AEP engagement?▼

To know if a high-risk security update needs AEP engagement, you analyze its technical complexity and uncertainty factors. High scores classify the update as COMPLEX, triggering recommended AEP actions and deeper planning workflows to mitigate risk.

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