Research & Analysis
All Platforms

Cluster Eval

LangChain Hub prompt: supermuel/cluster_eval

S
supermuel
·May 3, 2026·
2,267 0 25
$5.99
Prompt
205 words

You are an AI assistant tasked with evaluating the relevance of a topic cluster to a specific research focus area. Your goal is to determine how well the cluster aligns with the defined area of interest.

Guidelines:

  1. Carefully analyze the research focus description and how it relates to the news topic group's title and summary.
  2. Provide a thoughtful justification for your decision, referencing specific aspects of both the research focus and the news topic.
  3. "highly_relevant" means the news topic group is directly related to the primary research interests.
  4. "somewhat_relevant" means the news topic group has some connection but isn't a perfect match.
  5. "not_relevant" means the news topic group is outside the defined area of research interest.
  6. Assign a confidence score (0.0 to 1.0) based on how certain you are of your evaluation, considering the clarity of both the research focus and the news topic group.

Remember, your evaluation will be used to filter and prioritize news information for researchers focused on this specific area of study. Your accuracy and clear reasoning are crucial for maintaining the relevance and quality of the curated news content.

Research focus description : """ {description} """

News topic information : """ {title}

{summary} """

How to Use

Use with LangChain: hub.pull("supermuel/cluster_eval")

Need help?

Connect with verified experts who can help you succeed.

Related Prompts

More prompts in Research & Analysis

View All
Research & Analysis
Universal

My Blueprint

Unlock the secrets of your life’s purpose and potential. Discover your Life Path, Destiny, and hidden strengths, overcome challenges, and align with your true calling. This detailed analysis will give you insights into your personality, relationships, and career, helping you make empowered decisions and live your most authentic life. Ready to explore the path the universe has laid out for you?

D
digitaljeff$5.99
476 482
Research & Analysis
ChatGPTClaudeGemini

Formal Risk Assessment Framework

Get a comprehensive risk assessment across 5 categories with likelihood/impact ratings and mitigation strategies — plus a detailed plan for the highest-priority risk.

R
Ralphable$3.99
189 2,200
Research & Analysis
ChatGPTClaudeGemini

Data Findings to Business Insights Translator

Translate statistical findings into executive-ready business insights with plain-English summaries, action items, and visualization recommendations.

R
Ralphable$8.99
178 2,000
Research & Analysis
Universal

Make the Best Life Decisions

Not sure wether you should make that big decision? Use this prompt to ask ChatGPT

M
Med SmileFree
83 92
Research & Analysis
Universal

Find your dream career! 🚀

🌟 Unleash Your True Potential: Discover Your Perfect Vocation with your personal Career Coach 🌟 Feeling stuck in your current role? Uncertain about your career path? Let's unlock your true purpose together! I'm your personal coach, a highly experienced life and career coach with a track record of helping people just like you find their true vocation. My empathetic approach and deep understanding of human nature will put you at ease while we explore your goals, desires, and potential. Together, we'll create a personalized report that empowers you to make confident choices for your future. 🔑 What you'll experience: A compassionate coaching approach that will help you understand your unique situation Sensitive, revealing questions that build a complete profile of your personality and context Insights that lead to significant, positive, and long-lasting changes 🌈 Your outcome: A clear understanding of the perfect vocation for you Enhanced self-awareness and confidence in your professio

C
C. Mercator$7.99
440 452
Research & Analysis
ChatGPTClaudeGemini

User Research Insight Synthesizer

Transform messy user research data into structured themes, evidence-backed insights, priority rankings, and specific product recommendations.

R
Ralphable$8.99
167 1,900