Generate Socratic questions to resolve ambiguity in engineering specifications.
npx skills add https://github.com/Sharper-Flow/Advance --skill adv-clarify
Please help me install this Agent Skill. Skill: adv-clarify Source: https://github.com/Sharper-Flow/Advance/tree/main/skills/adv-clarify Command: npx skills add https://github.com/Sharper-Flow/Advance --skill adv-clarify
This skill resolves ambiguity in engineering requirements by applying a structured Socratic questioning methodology, preventing scope drift and ensuring clear acceptance criteria before development begins.
Invoke the adv-clarify skill to process the current ambiguity findings and generate a set of Socratic questions to refine the project requirements.
High-intent search queries and answers about installing and using this skill.
Clarifying ambiguous requirements involves systematically probing assumptions and scope through structured Socratic questioning to convert vague specifications into actionable acceptance criteria.
A Socratic questioning framework for engineering requirements is a structured methodology that generates neutral questions across six categories—such as assumptions, evidence, and implications—to probe scope and resolve ambiguity in technical specifications.
Defining acceptance criteria for vague requirements requires processing ambiguity findings through a structured discovery phase, identifying edge cases, and generating probing questions to establish measurable metrics and clear project boundaries.
Resolving scope drift during the discovery phase is best achieved by applying a systematic taxonomy of probing questions to challenge assumptions, evaluate alternatives, and solidify actionable acceptance criteria before implementation.
You need a structured methodology to resolve ambiguity in AI specs when a proposed requirement lacks specific metrics, such as defining performance thresholds, and requires neutral, evidence-based dialogue to prevent scope drift.
Yes, you can use Socratic questioning to process audit findings by integrating directly with discovery phases to identify ambiguity, generate probing questions, and systematically log the resolutions for engineering specifications.
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