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specification-phase

Transform feature requests into structured specifications with classification and roadmap integration.

Updated Jan 5, 2026
Search Tags:#software development#specification#feature classification#roadmap integration#specification phase
One-click install
npx skills add https://github.com/Marcus-Mok-GH/Claude-code-conductor --skill specification-phase-marcus-mok-gh
Or copy as Structured Prompt for Agent▼
Please help me install this Agent Skill.
Skill: specification-phase
Source: https://github.com/Marcus-Mok-GH/Claude-code-conductor/tree/main/.claude/skills/specification-phase
Command: npx skills add https://github.com/Marcus-Mok-GH/Claude-code-conductor --skill specification-phase-marcus-mok-gh

SYSTEM DOCUMENTATION & REQUIREMENTS

💡 This Skill requires python, pandas, numpy, regex, requests, and includes scripts (resource) and references (resource) components.

What problem does it solve?

This Skill provides a systematic approach to the specification phase of software development, reducing ambiguity, and ensuring comprehensive planning.

Core Features & Use Cases

  • Feature Classification: Automates the classification of features into UI, improvement, metrics, and deployment impact categories.
  • Research Depth Determination: Suggests the appropriate level of research based on feature complexity.
  • Clarification Strategy: Guiding the user on the strategy to determine research depth and the number of clarifications required.
  • Roadmap Integration: Automates the integration with existing project roadmaps to leverage existing context and requirements.

Quick Start

Execute the /specify command to start the specification phase for a new feature.

Frequently Asked Questions about specification-phase

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

FAQPage Schema
How do I transform feature requests into structured software specifications?▼

To transform feature requests into structured software specifications, you can automate the process using decision trees and heuristics to classify features, determine research depth, and integrate with existing project roadmaps.

What is the best way to classify software features for roadmap integration?▼

The best way to classify software features for roadmap integration is to automate the categorization into UI, improvement, metrics, and deployment impact categories using data analysis libraries like pandas and numpy.

How do I determine the appropriate research depth for a new software feature?▼

You can determine the appropriate research depth for a new software feature by applying a guided clarification strategy that evaluates feature complexity and suggests the required number of clarifications.

Do I need Python to automate the specification phase for software development?▼

Yes, you need Python along with libraries like pandas, numpy, regex, and requests to automate the specification phase, as it relies on these tools for text processing, data analysis, and feature classification.

How does automating the specification phase handle edge cases in feature requests?▼

Automating the specification phase handles edge cases in feature requests by utilizing decision trees and heuristics to systematically process ambiguous inputs and determine appropriate clarification strategies.

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