Moonshot Classify Task

PM Task Classification

Visibility

This is an internal analysis micro-skill. Prefer invoking moonshot-orchestrator or moonshot-phase-runner, not this skill directly.

Inputs

• analysisContext.request.userMessage
• context.md (path: analysisContext.artifacts.contextDocPath, if exists)

Procedure

1. Identify intent keywords from the user message.
2. Select one taskType: feature | modification | bugfix | refactor.
3. Detect whether the request is still in product-definition mode.
4. Set confidence: high | medium | low.

Heuristics

• feature: "new", "add", "implement", "create", "build"
• modification: "change", "modify", "improve", "adjust", "remove"
• bugfix: "bug", "error", "broken", "fails"
• refactor: "refactor", "clean up", "restructure", "remove duplication"

Product Definition Detection

Set signals.productDefinitionRequest: true when the request is primarily about:

• idea shaping
• product intent
• PRD
• solution modeling
• architecture definition before implementation
• execution planning before code changes

Example keywords:

• "idea", "intent", "prd", "solution", "spec", "scope", "out of scope", "plan", "task slice"

Technology Stack Detection

React/Next.js 키워드 감지 시 시그널 설정:

• Keywords: "react", "next", "next.js", "nextjs", "jsx", "tsx", "useState", "useEffect"
• Output: signals.reactProject: true

Output (patch)

request.taskType: feature
request.keywords:
  - implement
  - react
signals:
  productDefinitionRequest: false
  reactProject: true  # Set when React/Next.js keywords detected
notes:
  - "taskType=feature, confidence=high"
  - "product-definition-request=false"
  - "tech-stack: react/next.js detected"  # Add when reactProject=true