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response-quality-analysis

Analyze responses for problem coverage and alignment with user requests.

7|2|Updated Dec 28, 2025
Search Tags:#analysis#gap analysis#content quality#problem decomposition#context grounding#response quality
One-click install
npx skills add https://github.com/m31uk3/ai-skills --skill response-quality-analysis
Or copy as Structured Prompt for Agent▼
Please help me install this Agent Skill.
Skill: response-quality-analysis
Source: https://github.com/m31uk3/ai-skills/tree/main/skills/comms--response-quality-analysis
Command: npx skills add https://github.com/m31uk3/ai-skills --skill response-quality-analysis

SYSTEM DOCUMENTATION & REQUIREMENTS

What problem does it solve?

This Skill validates that your response actually solves the problem asked, ensuring you address the user's question and avoid misguided assumptions. It helps you post more useful, targeted answers with fewer unnecessary tangents.

Core Features & Use Cases

  • Problem coverage validation: Analyzes whether the answer references the actual question, current state, desired state, and any constraints.
  • Problem decomposition: Breaks the user prompt into components, maps them to success criteria, and highlights gaps.
  • Context grounding checks: Verifies alignment with environment, tool availability, and stated constraints to prevent drift.
  • Actionable improvements: Provides concrete improvement suggestions and concrete questions to close gaps.

Quick Start

Load your original_problem and draft_response, then use this Skill to obtain concrete edits, coverage gaps, and targeted improvement suggestions that keep your reply aligned with the user's request.