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Search Result Highlighting Evaluation

ASecurity

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.

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  • Added November 11, 2026
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Security analysis

A100/100

Scanned November 11, 2026

npx -y skills add ECNU-ICALK/AutoSkill --skill search-result-highlighting-evaluation --agent claude-code

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SKILL.md
---
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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