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clarification

Clarify ambiguous bug reports into actionable, testable tasks with follow-up questions.

15|5|Updated Mar 5, 2026
Search Tags:#clarification#issue analysis#task handoff#reproduction#bug triage#intake
One-click install
npx skills add https://github.com/haolange/RDC-Agent-Frameworks --skill clarification-haolange
Or copy as Structured Prompt for Agent▼
Please help me install this Agent Skill.
Skill: clarification
Source: https://github.com/haolange/RDC-Agent-Frameworks/tree/main/debugger/platforms/copilot-ide/skills/clarification
Command: npx skills add https://github.com/haolange/RDC-Agent-Frameworks --skill clarification-haolange

SYSTEM DOCUMENTATION & REQUIREMENTS

What problem does it solve?

This skill converts unclear or incomplete bug reports and intake notes into actionable, testable tasks so engineers can reproduce and fix issues reliably.

Core Features & Use Cases

  • Targeted Clarification: Ask focused follow-up questions to recover missing reproduction steps, environment details, or expected behavior.
  • Summarization & Handoff: Summarize the clarified context into concise reproduction steps and acceptance criteria for downstream roles.
  • Use Case: When a ticket lacks reproduction steps or contains contradictory logs, use this skill to extract the needed details and produce a handoff-ready task for the debugger.

Quick Start

Ask the clarification skill to summarize missing reproduction steps and provide three targeted follow-up questions.

Frequently Asked Questions about clarification

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

FAQPage Schema
How do I clarify ambiguous bug reports that lack reproduction steps?▼

To clarify ambiguous bug reports lacking reproduction steps, you extract missing context through targeted follow-up questions and summarize the details into concise, testable reproduction steps for task handoff.

What is the best way to triage incomplete intake requirements for debugging?▼

The best way to triage incomplete intake requirements for debugging is to ask focused follow-up questions to recover missing environment details and expected behavior, formatting the output for role-based task assignment.

Can I generate targeted follow-up questions for contradictory bug report logs?▼

Yes, you can generate targeted follow-up questions for contradictory bug report logs to resolve missing context, extracting assumptions to produce actionable and testable tasks for downstream engineers.

How do I format handoff-ready tasks from unclear intake notes?▼

To format handoff-ready tasks from unclear intake notes, you summarize the clarified context into concise reproduction steps and acceptance criteria, ensuring the output is ready for the debugger's role-based assignment.

Does bug triage work when a dispatched task lacks environment details?▼

Bug triage works when a dispatched task lacks environment details by recovering the missing information through targeted clarification questions, summarizing assumptions to produce a testable task for the debugger.

When do I need to extract missing context for incomplete bug reports?▼

You need to extract missing context for incomplete bug reports during triage and assignment when a dispatched ticket lacks reproduction steps, expected behavior, or environment details, ensuring actionable task handoff.

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