moonshot-detect-uncertainty
Detects missing requirements and generates clarification questions. Use after classification/complexity to decide if user input is needed.
Installation
Follow the repository instructions for this skill and your agent. Review the files and dependencies before adding it to your workflow.
View source ↗GuidesSkill 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.
View source ↗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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