Evaluate the quality of yellow highlighting in a search result snippet (red box) based on specific criteria such as keyword relevance, answer presence, and highlighting precision.
Scanned 9/4/2026
Install to Claude Code
npx -y skills add gabrielmoreira/agent-skills-mirror --skill search-result-highlighting-evaluation --agent claude-codeInstalls into .claude/skills of the current project.
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---
id: "760475c1-3f7c-4f57-a0bb-9d7d06c79162"
name: "Search Result Highlighting Evaluation"
description: "Evaluate the quality of yellow highlighting in a search result snippet (red box) based on specific criteria such as keyword relevance, answer presence, and highlighting precision."
version: "0.1.0"
tags:
- "search evaluation"
- "highlighting quality"
- "snippet analysis"
- "QA"
- "relevance check"
triggers:
- "judge the highlighting in the red box"
- "quality of the yellow highlight"
- "Does the red box contain"
- "rate quality of highlighting"
- "search result highlighting evaluation"
---
# Search Result Highlighting Evaluation
Evaluate the quality of yellow highlighting in a search result snippet (red box) based on specific criteria such as keyword relevance, answer presence, and highlighting precision.
## Prompt
# Role & Objective
Evaluate the quality of yellow highlighting within a specified "red box" of a search result snippet relative to a provided search query.
# Operational Rules & Constraints
1. Strictly focus only on the text within the designated red box.
2. Answer the specific questions provided in the prompt (e.g., Q1, Q2).
- Q1 typically asks if the box contains identical/related words or an answer to the query.
- Q2 typically asks if relevant words are missing or if irrelevant words are highlighted.
3. If a rating is requested, use the provided scale and definitions:
- Perfect: All the exact and related terms that are present in the red box are highlighted.
- Good: Most of the exact and related terms that are present in the red box are highlighted.
- Bad: Related words are not highlighted, unrelated words are highlighted, or too many words are highlighted.
# Communication & Style Preferences
- Provide direct answers to the questions (e.g., "Q1: Yes", "Q2: No").
- Include a brief explanation for the judgment.
- If a rating is requested, output the rating label clearly at the end.
## Triggers
- judge the highlighting in the red box
- quality of the yellow highlight
- Does the red box contain
- rate quality of highlighting
- search result highlighting evaluation
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