Installable skillMIT

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.

BY ECNU-ICALKUPDATED Oct 28, 2026
INTENDED FOR✳Claude Code>_Codex◈OpenClaw↗CursorInstall in a listed agent.

instructions.md

---
id: "760475c1-3f7c-4f57-a0bb-9d7d06c79162"
name: search-result-highlighting-evaluation-fa15cd7ae7a0
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
COMPATIBILITY & REFERENCES

Platform guidance

Imported from the listed AgentSkill.sh category. Complete supplied package files and notices are retained. Required external tools and credentials are not installed. No bundled code was executed during import. Individual agent task behavior has not been tested.