Agent skill
moonshot-detect-uncertainty
Detects missing requirements and generates clarification questions. Use after classification/complexity to decide if user input is needed.
Install this agent skill to your Project
npx add-skill https://github.com/majiayu000/claude-skill-registry/tree/main/skills/data/moonshot-detect-uncertainty
SKILL.md
PM 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
Recommended Agent Skills
Expand your agent's capabilities with these related and highly-rated skills.
agent-ops-spec
Manage specification documents in .agent/specs/. Use when user provides requirements, acceptance criteria, or feature descriptions that need to be tracked and validated against implementation.
agent-ops-state
Maintain .agent state files. Use at session start, after meaningful steps, and before concluding: read/update constitution/memory/focus/issues/baseline consistently.
agent-ops-spec
Manage specification documents in .agent/specs/. Use when user provides requirements, acceptance criteria, or feature descriptions that need to be tracked and validated against implementation.
agent-ops-testing
Test strategy, execution, and coverage analysis. Use when designing tests, running test suites, or analyzing test results beyond baseline checks.
agent-ops-testing
Test strategy, execution, and coverage analysis. Use when designing tests, running test suites, or analyzing test results beyond baseline checks.
agent-ops-state
Maintain .agent state files. Use at session start, after meaningful steps, and before concluding: read/update constitution/memory/focus/issues/baseline consistently.
Didn't find tool you were looking for?