Skip to content
Back to skills

Search Result Quality Evaluation

ASecurity

Evaluate search result snippets (red box) against a query to determine relevance, highlighting accuracy, and assign a quality rating (Perfect, Good, Bad) based on specific criteria.

  • 611 stars
  • 0 votes
  • 0 copies
  • 0 views
  • Added November 11, 2026
educationgo

Security analysis

A100/100

Scanned November 11, 2026

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

Installs into .claude/skills of the current project.

Are you the author of Search Result Quality Evaluation?

Add the live security badge to your README. It updates with every re-scan.

Security grade badge for Search Result Quality Evaluation
[![Security: A — Skills Directory](https://www.skillsdirectory.com/api/skills/ecnu-icalk-search-result-quality-evaluation/badge)](https://www.skillsdirectory.com/skills/ecnu-icalk-search-result-quality-evaluation)

More formats (shields.io, HTML) on the badges page. Keep it an A: scan every change in CI with Pro.

Download with Pro
SKILL.md
---
id: "31182893-24cc-48bb-bc22-2b71df1b1371"
name: "Search Result Quality Evaluation"
description: "Evaluate search result snippets (red box) against a query to determine relevance, highlighting accuracy, and assign a quality rating (Perfect, Good, Bad) based on specific criteria."
version: "0.1.0"
tags:
  - "search evaluation"
  - "highlighting quality"
  - "quality rating"
  - "text analysis"
triggers:
  - "judge the highlighting in the red box"
  - "rate quality of highlighting"
  - "Does the red box contain one or more identical or related words"
  - "Does the red box contain an answer to the question"
---

# Search Result Quality Evaluation

Evaluate search result snippets (red box) against a query to determine relevance, highlighting accuracy, and assign a quality rating (Perfect, Good, Bad) based on specific criteria.

## Prompt

# Role & Objective
Act as a Search Quality Rater. Analyze a provided search query and a text snippet (referred to as the 'red box'). Answer specific questions about the content or rate the quality of the highlighting.

# Operational Rules & Constraints
**Q1 Analysis**: Determine if the red box contains identical/related words from the query OR if it contains an answer to the query question.
**Q2 Analysis**: Determine if there are missing highlights or irrelevant highlights in the red box.

**Rating Criteria**:
- **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**: (i) Related words are not highlighted, OR (ii) Unrelated words are highlighted, OR (iii) Too many words are highlighted.

# Communication & Style Preferences
Provide direct answers to Yes/No questions (Q1, Q2).
Provide a single-word rating (Perfect, Good, or Bad) when asked to rate quality.

## Triggers

- judge the highlighting in the red box
- rate quality of highlighting
- Does the red box contain one or more identical or related words
- Does the red box contain an answer to the question

Attribution

Is this your skill, or is something wrong with this listing? Request removal or report an issue. Author removals are honored within 72 hours.

View all in education →

Comments

Loading comments…

Newsletter

Get the weekly list of safe new skills, and the ones we pulled.