# 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.

- Skill: `ecnu-icalk/search-result-highlighting-evaluation` (Agent Skill)
- Install (CLI): `npx skillmds@latest add ecnu-icalk/search-result-highlighting-evaluation`
- Raw SKILL.md: https://api.skillmd.com/api/skills/ecnu-icalk/search-result-highlighting-evaluation/raw
- Safety review: pending (external: skill-scanner PASS, skillspector PASS)
- Works with: Claude Code, Claude.ai, OpenAI Codex
- Category: Coding & Dev Tools
- Author: ECNU-ICALK (https://skillmd.com/u/ecnu-icalk)
- Updated: 2026-09-08
- Page: https://skillmd.com/skills/ecnu-icalk/search-result-highlighting-evaluation

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# 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