ambiguity-gate
CommunityAmbiguity pre-routing analyzer with clarifications
Product & Management#routing#clarification#ambiguity#risk-management#ai-assistant#conversational-design#decision-gating
Authorbaekenough
Version1.0.0
Installs0
System Documentation
What problem does it solve?
Analyze user requests for ambiguity before routing to implementation to prevent misinterpretation and wasted effort.
Core Features & Use Cases
- Ambiguity scoring: compute a 0.0–1.0 ambiguity score using defined factors (scope clarity, technical specificity, acceptance criteria, constraints, context) and output a verdict.
- Clarifying questions: generate targeted, open-ended clarifications when ambiguity is detected, up to three questions per request.
- Routing gate: act as a pre-check in routing pipelines to either proceed or surface questions for resolution.
Quick Start
Use ambiguity-gate to pre-validate a user request before delegation.
Dependency Matrix
Required Modules
None requiredComponents
Standard package💻 Claude Code Installation
Recommended: Let Claude install automatically. Simply copy and paste the text below to Claude Code.
Please help me install this Skill: Name: ambiguity-gate Download link: https://github.com/baekenough/second-brain/archive/main.zip#ambiguity-gate Please download this .zip file, extract it, and install it in the .claude/skills/ directory.
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