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.
npx skills add ECNU-ICALK/AutoSkill --skill search-result-quality-evaluation --agent claude-code
Same command for any agent — swap --agent for codex, cursor, copilot.
Weekly change comes from our own snapshots, not the repository page — it measures attention, not adoption.
# 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,
- Prompt
- Triggers
What does the Search Result Quality Evaluation skill do?
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.
How do I install it?
Run `npx skills add ECNU-ICALK/AutoSkill --skill search-result-quality-evaluation --agent claude-code` — it drops the skill into your project so the agent can pick it up. Swap the --agent value for codex, cursor or copilot if you use one of those.
Where does this skill come from?
From ECNU-ICALK/AutoSkill, a repository with 539 stars. We read it straight from the repository tree rather than a submitted listing, so what you see here is what is actually published.
Is a popular skill a good skill?
Not necessarily. Stars measure attention, not adoption — a repository can trend for a week and be abandoned. That is why we show the weekly change from our own snapshots next to the total, instead of a single flattering number.