# Moonshot Detect Uncertainty

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

- Skill: `majiayu000/moonshot-detect-uncertainty` (Agent Skill, multi-file: 2 files)
- Install (CLI): `npx skillmds add majiayu000/moonshot-detect-uncertainty`
- Raw SKILL.md: https://api.skillmd.com/api/skills/majiayu000/moonshot-detect-uncertainty/raw
- Safety review: pending
- Works with: Claude Code, Claude.ai, OpenAI Codex
- Category: Coding & Dev Tools
- Author: majiayu000 (https://skillmd.com/u/majiayu000)
- Updated: 2026-09-09
- Page: https://skillmd.com/skills/majiayu000/moonshot-detect-uncertainty

---


# 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)
```yaml
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
```