# 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.

- Skill: `ecnu-icalk/search-result-quality-evaluation` (Agent Skill)
- Install (CLI): `npx skillmds@latest add ecnu-icalk/search-result-quality-evaluation`
- Raw SKILL.md: https://api.skillmd.com/api/skills/ecnu-icalk/search-result-quality-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-quality-evaluation

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# 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