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clarify - Hypothesis-Based Requirement Clarification

Transforms ambiguous user requests into precise specifications using hypothesis-based MCQ clarification.

Tags

Updated: 2026-06-30

Capabilities

Typical Inputs

Typical Outputs

What this skill does

  • classify ambiguity type
  • generate hypothesis-based MCQ questions
  • present before/after transformation
  • collect answers and synthesize specification
  • detect ambiguity dimensions

Inputs

  • Ambiguous user request
  • Project context (files, commits, issues)

Outputs

  • Clarified specification
  • MCQ clarification questions
  • Before/after visualization

Requirements

  • Supported platform: claude-code, gemini-cli, codex-cli, or cursor
  • Intent pipeline module (lib/intent/ambiguity.js)
  • Plan agent (planner or orchestrator)

Source

  • Spec: SKILL.md
intent
clarification
ambiguity
requirements
specification
classify ambiguity type
generate hypothesis-based MCQ questions
present before/after transformation
collect answers and synthesize specification
Ambiguous user request
Project context (files, commits, issues)
Clarified specification
MCQ clarification questions
Before/after visualization