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evaluate-story

Assess story complexity, required domains, and delivery tier.

1|Updated Mar 12, 2026
Search Tags:#orchestration#complexity analysis#story assessment#delivery tier#domain identification#skill verification
One-click install
npx skills add https://github.com/bketelsen/truenas-mcp --skill evaluate-story
Or copy as Structured Prompt for Agent▼
Please help me install this Agent Skill.
Skill: evaluate-story
Source: https://github.com/bketelsen/truenas-mcp/tree/main/.gaai/core/skills/delivery/evaluate-story
Command: npx skills add https://github.com/bketelsen/truenas-mcp --skill evaluate-story

SYSTEM DOCUMENTATION & REQUIREMENTS

💡 This Skill includes references (resource) components.

What problem does it solve?

This Skill automates the initial assessment of a story's complexity, required domains, and the appropriate delivery tier, streamlining the start of any delivery orchestration cycle.

Core Features & Use Cases

  • Complexity Assessment: Analyzes story signals to determine its complexity level.
  • Domain Identification: Scans for keywords to identify necessary specialist domains.
  • Skill Coverage Verification: Checks if required skills exist for identified domains.
  • Tier Determination: Assigns a delivery tier (MicroDelivery, Core Team, Core Team + Specialists).
  • Risk Analysis Trigger: Identifies if pre-flight risk analysis is needed.
  • Use Case: Before starting development on a new feature, activate this Skill to understand if it's a small task for a single developer, a standard feature for the core team, or requires specialized expertise, ensuring the right resources are allocated from the outset.

Quick Start

Evaluate the complexity and required resources for the story described in the attached document 'new-feature-story.md'.

Frequently Asked Questions about evaluate-story

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

FAQPage Schema
How do I assess story complexity before starting feature development?▼

Assessing story complexity involves scanning story details and checking specialist registries to determine the delivery tier. This process identifies required domains, verifies skill coverage against an index, and triggers pre-flight risk analysis if needed.

How do I determine the right delivery tier for a new story?▼

Determining a delivery tier requires analyzing story signals and verifying skill coverage against an index. The assigned tier will be MicroDelivery, Core Team, or Core Team plus Specialists, ensuring the right resources are allocated from the outset.

What is domain identification in delivery orchestration?▼

Domain identification in delivery orchestration is the process of scanning story keywords to identify necessary specialist domains. It checks existing specialist registries to verify skill coverage and define resource needs for initiating the delivery cycle.

When do I need to trigger a risk analysis for a story assessment?▼

A risk analysis trigger is needed when initial story assessment identifies potential risks or missing skill coverage. Scanning story details and checking specialist registries reveals if pre-flight risk analysis is necessary before starting development.

Can I automate resource allocation for my development stories?▼

Automating resource allocation is possible by assessing story complexity and identifying required domains to determine the delivery tier. This skill verifies skill coverage against an index to ensure the right resources are allocated from the start.

Why does my story assessment require specialist domains?▼

Story assessment requires specialist domains when scanning story keywords reveals expertise needed beyond the core team. Verifying skill coverage against an index ensures the necessary specialists are available for the identified domain requirements.

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