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vc-intent-clarify

Scores user request ambiguity and generates structured multi-choice Tier 2 routing questions.

1|Updated Jun 27, 2026
Search Tags:#system analysis#intent clarification#tier routing#request scoring#automated clarification
One-click install
npx skills add https://github.com/lovecrushfamily/Manga2Anime --skill vc-intent-clarify-lovecrushfamily
Or copy as Structured Prompt for Agent▼
Please help me install this Agent Skill.
Skill: vc-intent-clarify
Source: https://github.com/lovecrushfamily/Manga2Anime/tree/main/.claude/skills/vc-intent-clarify
Command: npx skills add https://github.com/lovecrushfamily/Manga2Anime --skill vc-intent-clarify-lovecrushfamily

SYSTEM DOCUMENTATION & REQUIREMENTS

💡 This Skill requires vc-scenario, vc-predict, vc-sequential-thinking, and includes scripts (resource) and references (resource) components.

What problem does it solve?

The vc-intent-clarify Skill addresses the issue of ambiguous requests and provides structured clarification by generating multi-choice questions for tier routing, thereby improving efficiency in the decision-making process.

Core Features & Use Cases

  • Intent Clarification: Scores request ambiguity and generates multi-choice questions.
  • Tier Routing: Provides structured, multi-dimensional clarification suite with option-rich questions for Tier 2 routing.
  • Two-Mode Operation: Simple (direct) and Deep (with subagent research) modes for question generation.
  • Auto-Skip Conditions: Automatically routes certain requests to Tier 0 based on predefined conditions.
  • Deep Mode Research: Utilizes subagents to conduct in-depth research before generating questions.
  • Autopilot Clarification: Simplified routing for quick demonstrations or when autonomous execution is required.
  • Fast Mode Integration: Supports fast-mode agents for streamlined processing.

Quick Start

To begin using the vc-intent-clarify skill, provide a user request and let the system generate structured multi-choice questions to clarify intent and route the request appropriately.

Frequently Asked Questions about vc-intent-clarify

High-intent search queries and answers about installing and using this skill.

FAQPage Schema
How do I handle ambiguous user requests and clarify intent for tier routing?▼

To handle ambiguous user requests and clarify intent for tier routing, you can score request ambiguity and generate structured multi-choice questions. This ensures clear intent before routing decisions are finalized.

What is automated intent clarification and how does it score request ambiguity?▼

Automated intent clarification scores ambiguity in user requests by evaluating intent clarity and routing tier. It then generates structured multi-choice questions to resolve uncertainty before system routing.

Can I automatically skip intent clarification and route directly to Tier 0?▼

Yes, you can automatically skip intent clarification and route directly to Tier 0. The system features predefined auto-skip conditions that bypass question generation for straightforward requests.

How do I generate multi-choice questions for deep analysis mode?▼

To generate multi-choice questions for deep analysis mode, utilize subagents to conduct in-depth research first. The subagent findings are then used to formulate structured clarification questions for Tier 2 routing.

Does intent clarification support fast-mode agents and autopilot execution?▼

Yes, intent clarification supports fast-mode agents for streamlined processing and autopilot clarification for autonomous execution. These modes simplify routing for quick demonstrations and automated workflows.

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