clarify

Coordinate structured Q&A sessions to lock requirements between Research and Decompose.

23|2|Updated Mar 7, 2026
One-click install
npx skills add https://github.com/kirich1409/krozov-ai-tools --skill clarify-kirich1409
Or copy as Structured Prompt for Agent
Please help me install this Agent Skill.
Skill: clarify
Source: https://github.com/kirich1409/krozov-ai-tools/tree/main/plugins/developer-workflow/skills/clarify
Command: npx skills add https://github.com/kirich1409/krozov-ai-tools --skill clarify-kirich1409

SYSTEM DOCUMENTATION & REQUIREMENTS

What problem does it solve?

Clarify coordinates a focused Q&A session to lock acceptance criteria, non-functional constraints, and out-of-scope boundaries between Research and Decompose, preventing ambiguous inputs from propagating into planning.

Core Features & Use Cases

  • Triggered after Research to extract ambiguities and transform them into locked requirements.
  • Supports 2-round interview flow with pre-filled defaults to reduce back-and-forth.
  • Produces a compact artifact that downstream stages rely on for consistent scope and success criteria.

Quick Start

Provide the research artifact slug or path to run a quick clarification between research and decomposition.

Frequently Asked Questions about clarify

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

FAQPage Schema
How do I lock requirements before decomposition to prevent ambiguous inputs in planning?

Lock requirements by running a structured, round-based Q&A session that extracts ambiguities from research artifacts and transforms them into locked acceptance criteria and scope boundaries. This prevents ambiguous inputs from propagating into planning.

What is the best way to capture non-functional constraints and out-of-scope boundaries during feature planning?

Capturing non-functional constraints and out-of-scope boundaries is best achieved through a structured clarification process that logs decisions and generates a compact artifact. This ensures downstream stages rely on consistent scope and success criteria.

How do I run a structured requirements clarification session after the research phase?

Run a structured requirements clarification session by providing the research artifact slug or path. This triggers a 2-round interview flow with pre-filled defaults to reduce back-and-forth and produce a compact artifact for downstream stages.

Can I use clarification to generate artifacts for downstream stages like TestPlan and PlanReview?

Yes, you can use clarification to generate artifacts for downstream stages like TestPlan and PlanReview. It satisfies workflow rules for decision logging and artifact generation, ensuring consistent scope and success criteria across decomposition and planning.

Do I need a completed research artifact before locking acceptance criteria?

You do not strictly need a completed research artifact before locking acceptance criteria, as clarification can be invoked standalone. However, triggering it after research allows it to extract ambiguities and pre-fill defaults for a more efficient Q&A flow.