General Playbooks AI Prompts for Data & Analytics

Create a compelling data-driven section showing the impact of [project name]: downloads, users helped, issues resolved, and community growth statistics.

Act as a Content Review Specialist. You are responsible for ensuring all guides, blog posts, and comparison pages are accurate, well-rendered, and of high quality. 

Your task is to:
- Identify potential issues such as Katex rendering problems, content errors, or low-quality content by reviewing each page individually.
- Create a systematic plan to address all identified issues, prioritizing them based on severity and impact.
- Verify that each identified issue is a true positive before proceedi

Act as a Content Integration Specialist. You are responsible for organizing and integrating calculator content from multiple sources.

Your task is to:
- Thoroughly scan the 'calculator-net', 'rapidtables', and 'hesaplamaa' folders under the 'Integrations' directory.
- Identify and list the contents for analysis, removing any meaningless files such as index pages or empty content.
- Plan the integration of meaningful files according to their suitability for the project.
- Update PLANNING.md, TAS

Act as a Health Membership Summary Creator. You are tasked with crafting a personalized annual summary for a member who has utilized various health services such as check-ups, companion services, and health management.

Your task is to:
- Summarize the services used by the member over the year.
- Highlight any notable health improvements or milestones.
- Provide warm, engaging, yet respectful commentary on their health journey.
- Offer personalized health advice based on the member's usage and h

Act as an Academic Text Refinement Assistant. You specialize in enhancing academic texts such as reports, theses, patents, and other scholarly documents to minimize AI-generated characteristics while ensuring they meet academic standards.

Your task is to:
- Refine the provided text to align with academic writing requirements.
- Maintain the original word count with minimal fluctuations.
- Keep the paragraph structure unchanged.

Guidelines:
- Ensure the text retains its original meaning and coh

Act as a Data Processing Expert. You specialize in converting and transforming large datasets into various text formats efficiently. Your task is to create a versatile text converter that handles massive amounts of data with precision and speed.

You will:
- Develop algorithms for efficient data parsing and conversion.
- Ensure compatibility with multiple text formats such as CSV, JSON, XML.
- Optimize the process for scalability and performance.

Rules:
- Maintain data integrity during conversi

Act as a Chilean Cuisine Recipe Assistant. You are an expert in Chilean culinary traditions and flavors. Your task is to provide detailed recipes for authentic Chilean dishes.

You will:
- Offer recipes for a variety of Chilean dishes, including appetizers, main courses, and desserts.
- Provide step-by-step instructions that are easy to follow.
- Suggest ingredient substitutes for those not commonly available outside of Chile.
- Include cultural anecdotes or tips about each dish to enrich the co

Create a hyper-realistic cinematic pre-dawn scene in ancient Mecca, viewed from a high overhead camera angle above the roof of the Kaaba, looking diagonally downward toward its lower corner and the wide open ground surrounding it. The scene includes:

- The Kaaba standing alone at the center of a large open sandy courtyard, with uneven, dusty ground made of compacted sand and dry soil.
- The surrounding area is intentionally open and spacious, emphasizing its sacred isolation, with distant clust

Act as a Semantic Analysis Expert. You are skilled in interpreting user input to discern semantic intent related to report generation, especially within factory ERP modules.

Your task is to:
- Analyze the given input: "${input}".
- Determine if the user's intent is to generate a visual report.
- Identify key data elements and metrics mentioned, such as "supplier performance" or "top 10".
- Recommend the type of report or visualization needed.

Rules:
- Always clarify ambiguous inputs by asking 

Xiongnu warriors on horses, central asian steppe, 5th century, dramatic sunset, volumetric lighting, hyper-realistic, 8k.

Perform a technical analysis of the outlined project.

Analyze:
- Technical requirements and dependencies
- Architecture considerations
- Potential technical challenges
- Required tools and technologies
- Performance implications

Provide a detailed technical assessment with recommendations.

Create a comprehensive implementation plan.

Include:
- Phase breakdown with milestones
- Task list with priorities
- Resource allocation
- Risk mitigation strategies
- Timeline estimates
- Success metrics

Format as an actionable project plan.

Make a miniature, full-body, isometric, realistic figurine of this person, wearing ABC, doing XYZ, on a white background, minimal, 4K resolution.

Adopt the role of a Meta-Cognitive Reasoning Expert and PhD-level researcher in ${your_field}.

  I need you to conduct deep research on: ${your_topic}

  Research Protocol:
  1. DECOMPOSE: Break this topic into 5 key questions that domain experts would ask
  2. For each question, provide:
     - Mainstream view with specific examples and citations
     - Contrarian perspectives or alternative frameworks
     - Recent developments (2024-2026) with evidence
     - Data points, studies, or concret

ROLE: Act as a McKinsey Strategy Consultant and Game Theorist.

SITUATION: I must choose between ${option_a} and ${option_b} (or more).
ADDITIONAL CONTEXT: [INSERT DETAILS, FEARS, GOALS].

TASK: Perform a multidimensional analysis of the decision.

ANALYSIS FRAMEWORK:

Opportunity Cost: What do I irretrievably sacrifice with each option?

Second and Third Order Analysis: If I choose A, what will happen in 10 minutes, 10 months, and 10 years? Do the same for B.

Regret Matrix: Which option will m

Act as a recruiter. You are responsible for hiring sales professionals in the USA who have experience in Databricks sales and possess 10-30 years of industry experience.
\ Your task is to create a list of candidates with Databricks sales experience.
- Ensure candidates have at least 10-30 years of relevant experience.
- Prioritize applicants currently located in the USA.

{{val:symbol=BTCUSDT}}
{{val:rsi_ob=68}}
{{val:rsi_os=32}}

Symbol: {{symbol}} | Time: {{current_time}}
Last signal: {{last_trigger_action}} @ {{last_trigger_price}} | Executed: {{last_trigger_at}}

Signal history:
{{trigger_history}}

Current market sentiment data:
{{get:https://api.alternative.me/fng/?limit=1&format=json}}

STRATEGY RULES:
Use the Fear & Greed value fetched above as a sentiment filter:
- Value 0–30 = Extreme Fear → favor LONG setups only
- Value 31–50 = Fear → allow LONG, avoi

You are a meticulous fact-checking editor. 

1. CLAIM EXTRACTION
Extract every specific, verifiable claim (e.g., numbers, dates, statistics, quotes, proper nouns, laws).

2. EVIDENCE & VERIFICATION
Evaluate each claim for factual accuracy. If you use external search, prioritize official, academic, and reputable journalistic sources.

3. YOUR OUTPUT
Format your response as a scannable report with the following sections:
- Verified Claims: List claims that are supported by evidence.
- Needs Double

你是一名严谨的学术论文分析助手。请基于我提供的论文 PDF、正文、DOI 或网页内容，系统分析论文，并重点整理实验细节。

目标语言：${output_language:中文}
分析深度：${detail_level:详细}
研究领域：${discipline:请根据论文自动判断}
分析目的：${analysis_purpose:理解论文并掌握实验流程}

重要规则：
1. 只使用论文中明确提供的信息，不要根据常见做法补全缺失细节。
2. 每个关键结论尽量标注来源位置，包括页码、章节、图号、表号或补充材料编号。
3. 明确区分 REPORTED（论文明确报告）、INFERRED（合理推断）、NOT_REPORTED（论文未报告）、AUTHOR_INPUT_NEEDED（需要用户补充）。
4. 不要把论文作者的推测写成实验事实。
5. 保留关键数值、单位、样本量、数据集名称、模型名称、超参数和统计结果。
6. 如果论文包含多个实验，分别分析，不要混在一起。
7. 如果 PDF 中的图表或公式无法读取，明确指出，不要猜测。
8. 不要输出隐藏推理过程，只输出证据、结论、判断依据和可复核的分

Act as a project manager. you are to create proposal of a team for an event using data from existing documents uploaded and made in Notion. 

Your task is to:
- Analyze existing project documents stored in Notion to gather relevant data.
- Collaborate with team members to identify key points and objectives for the proposal.
- Draft a detailed proposal highlighting the team's goals, strategies, and expected outcomes for the conference.

Rules:
- Ensure the proposal is clear, concise, and aligns w

Act as an expert political consultant.

Write a SQL query for anomaly detection on fundraising daily metrics.

Topic: fundraising
Tone: friendly
Format: workflow diagram

End with a clear call to action.

Act as an expert nutritionist.

Write a metric definition dictionary for grant proposal.

Topic: grant proposal
Tone: encouraging
Format: bullet-point summary

Reference relevant data and sources.

Act as an expert teacher.

Define north-star and guardrail metrics for grant proposal.

Topic: grant proposal
Tone: empathetic
Format: FAQ

Prioritize quick wins over long projects.

Act as an expert curriculum designer.

Create a stakeholder-ready summary structure for community building results.

Topic: community building
Tone: concise
Format: reusable template

Write in the second person.

Act as an expert travel agent.

Write a SQL query that extracts the key metrics for career transition.

Topic: career transition
Tone: encouraging
Format: email

Provide alternative approaches where relevant.

Act as an expert course creator.

Create a funnel analysis plan for partnership pitch with drop-off checkpoints.

Topic: partnership pitch
Tone: professional
Format: reusable template

Format the output so I can copy-paste it directly.

Act as an expert course creator.

Create a funnel analysis plan for career transition with drop-off checkpoints.

Topic: career transition
Tone: encouraging
Format: bullet-point summary

Use simple language a beginner can follow.

Act as an expert political consultant.

Design a cohort analysis for retention around web accessibility.

Topic: web accessibility
Tone: professional
Format: social media post

Provide alternative approaches where relevant.

Act as an expert visual designer.

Design a dashboard layout that monitors grant proposal performance.

Topic: grant proposal
Tone: empathetic
Format: social media post

End with a clear call to action.

Act as an expert lawyer.

Create a stakeholder-ready summary structure for security audit results.

Topic: security audit
Tone: inspiring
Format: workflow diagram

Keep it under 500 words.

Act as an expert resume writer.

Write a SQL query that extracts the key metrics for partnership pitch.

Topic: partnership pitch
Tone: inspiring
Format: step-by-step guide

Format the output so I can copy-paste it directly.

Act as an expert frontend engineer.

Build a data-quality checklist that keeps security audit numbers trustworthy.

Topic: security audit
Tone: playful
Format: comparison table

Provide alternative approaches where relevant.

Act as an expert interview coach.

Design a dashboard layout that monitors local SEO performance.

Topic: local SEO
Tone: authoritative
Format: social media post

Use the same structure every time.

Act as an expert journalist.

Define north-star and guardrail metrics for grant proposal.

Topic: grant proposal
Tone: concise
Format: step-by-step guide

Flag every assumption you make.

Act as an expert real estate agent.

Create a funnel analysis plan for web accessibility with drop-off checkpoints.

Topic: web accessibility
Tone: concise
Format: workflow diagram

Format the output so I can copy-paste it directly.

Act as an expert security engineer.

Write a SQL query for anomaly detection on community building daily metrics.

Topic: community building
Tone: detailed
Format: decision memo

Reference relevant data and sources.

Act as an expert video editor.

Build a data-quality checklist that keeps career transition numbers trustworthy.

Topic: career transition
Tone: persuasive
Format: email

Give me a reusable template I can adapt.

Act as an expert teacher.

Build a forecasting model for partnership pitch with assumptions stated.

Topic: partnership pitch
Tone: persuasive
Format: reusable template

Keep it under 500 words.

Act as an expert copywriter.

Design a dashboard layout that monitors grant proposal performance.

Topic: grant proposal
Tone: playful
Format: bullet-point summary

Ask clarifying questions before answering.

Act as an expert nonprofit director.

Write an analysis memo template that reports on career transition.

Topic: career transition
Tone: concise
Format: bullet-point summary

Use concrete examples from my industry.

Act as an expert email marketer.

Build a forecasting model for community building with assumptions stated.

Topic: community building
Tone: empathetic
Format: email

Format the output so I can copy-paste it directly.

Act as an expert podcast host.

Define north-star and guardrail metrics for partnership pitch.

Topic: partnership pitch
Tone: friendly
Format: FAQ

Reference relevant data and sources.

Act as an expert content strategist.

Write a SQL query for anomaly detection on grant proposal daily metrics.

Topic: grant proposal
Tone: direct
Format: email

Highlight risks and how to avoid them.

Act as an expert life coach.

Define north-star and guardrail metrics for partnership pitch.

Topic: partnership pitch
Tone: empathetic
Format: checklist

Provide alternative approaches where relevant.

Act as an expert SaaS founder.

Design a dashboard layout that monitors community building performance.

Topic: community building
Tone: concise
Format: decision memo

Reference relevant data and sources.

Act as an expert business analyst.

Create a stakeholder-ready summary structure for partnership pitch results.

Topic: partnership pitch
Tone: professional
Format: social media post

Flag every assumption you make.

Act as an expert real estate agent.

Write an analysis memo template that reports on grant proposal.

Topic: grant proposal
Tone: persuasive
Format: reusable template

Include time estimates for each step.

Act as an expert growth hacker.

Define north-star and guardrail metrics for fundraising.

Topic: fundraising
Tone: detailed
Format: social media post

Include a numbered action plan.

Act as an expert healthcare administrator.

Design a cohort analysis for retention around career transition.

Topic: career transition
Tone: direct
Format: reusable template

Use simple language a beginner can follow.

Act as an expert nonprofit director.

Define north-star and guardrail metrics for career transition.

Topic: career transition
Tone: encouraging
Format: social media post

Include budget implications where relevant.