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PythonReactSEOPDF
GitHub Skill

moonshot-detect-uncertainty

Detects missing requirements and generates clarification questions. Use after classification/complexity to decide if user input is needed.

munlucky☆ 0 Repository stars0 Repository forks

Installation

Follow the repository instructions for this skill and your agent. Review the files and dependencies before adding it to your workflow.

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Skill instructions

PM Uncertainty Detection

Inputs

  • analysisContext.request.userMessage
  • analysisContext.request.keywords
  • analysisContext.request.taskType
  • analysisContext.signals.hasContextMd

Triggers and questions

  • UI/version: if UI/screen keywords exist, confirm design spec version
  • API: if API keyword exists, confirm endpoint, request/response schema, error format
  • Date range: if date/period keywords exist, confirm single vs range
  • Paging: if list/table keywords exist, confirm server vs client paging
  • Error handling: for new features, confirm alert/toast/inline policy

Output (patch)

missingInfo:
  - category: api-spec
    priority: HIGH
    question: "Please share the API endpoint, request/response schema, and error format."
    reason: "A stable contract is required for mock and type definitions."
signals.hasPendingQuestions: true

Examples

Read the usage examples in the source repository.

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Source history

Indexed on
2026-01-20
Index updated
2026-01-26
Branch
main

Index and sync dates describe this directory. View the source repository for code history.

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