moonshot-detect-uncertainty
Detects missing requirements and generates clarification questions. Use after classification/complexity to decide if user input is needed.
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GitHubPM Uncertainty Detection
Inputs
analysisContext.request.userMessageanalysisContext.request.keywordsanalysisContext.request.taskTypeanalysisContext.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