Prompt Library

Please perform a professional review of the following code, focusing on:
1. Code quality and readability
2. Potential bugs and security vulnerabilities
3. Performance optimization suggestions
4. Adherence to best practices

Code:
[paste code here]

Please help me write a technical blog article about [topic]. Requirements:

1. An engaging title
2. A compelling introduction
3. A clear structure using H2/H3 headings
4. Include practical code examples
5. Summarize the key takeaways
6. Length: 1500-2000 words

Target audience: [beginner/intermediate/advanced] developers

Please analyze the following dataset and provide:

1. A data overview and basic statistics
2. Key trends and patterns
3. Outlier detection
4. Correlation analysis
5. Visualization suggestions
6. Business insights and recommendations

Data description: [describe the data]
Analysis goal: [goal]

Please generate a detailed AI image prompt for creating [image description].

Requirements:
1. Subject description
2. Style and artistic direction
3. Lighting and mood
4. Composition suggestions
5. Technical parameters (if applicable)

Output format: an English prompt followed by a short explanation

Please help me write a business email:

Recipient: [role/relationship]
Purpose: [purpose of the email]
Key information: [main points]
Tone: [formal/semi-formal/friendly]

Requirements:
1. An appropriate opening
2. Concise and clear content
3. Clear action items
4. A professional closing

Please translate the following content into [target language]. Requirements:

1. Preserve the tone and style of the original
2. Use natural, idiomatic expressions
3. Keep technical terminology accurate
4. Retain the original formatting

Original text:
[paste content here]

You are planning a task for an autonomous AI coding agent. Break the following goal into an executable plan:

Goal: [describe the goal]
Repository context: [brief context]

Provide:
1. A clear definition of done
2. Ordered, atomic sub-tasks
3. Files likely to be touched
4. Verification steps and tests for each sub-task
5. Risks, edge cases, and rollback strategy

Conduct deep research on the following question and produce a structured report:

Question: [your question]

Requirements:
1. Search multiple credible sources and cross-check facts
2. Summarize key findings with inline citations
3. Compare differing viewpoints
4. Highlight uncertainties and knowledge gaps
5. End with a concise conclusion and recommended next steps

You have access to a set of MCP (Model Context Protocol) tools. Complete the following task using the appropriate tools:

Task: [describe the task]

Guidelines:
1. List the tools you will use and why
2. Call tools step by step, validating each result before proceeding
3. If a tool call fails, explain the error and try an alternative
4. Do not fabricate tool outputs
5. Summarize the final result and any assumptions made

Translate the following text into [target language].

Requirements:
1. Keep the original tone and register
2. Use accurate domain terminology
3. Preserve formatting, lists, and markup
4. Localize idioms naturally rather than translating literally
5. Output only the translation

Text:
[paste text here]

Act as a data analyst. Analyze the dataset below and provide:
1. Key summary statistics
2. Notable trends and patterns
3. Anomalies or outliers worth attention
4. 3 actionable recommendations
5. Suggested charts to visualize the findings

Data:
[paste data or description here]

You are a SQL expert. Write a query for the request below.

Database: [e.g. PostgreSQL]
Schema: [describe tables and columns]
Request: [what you want to retrieve]

Provide:
1. The SQL query
2. A short explanation
3. Indexing or performance tips if relevant

Act as a professional resume writer. Rewrite the following experience bullets to:
1. Start with strong action verbs
2. Quantify impact with metrics where possible
3. Align with the target role: [role]
4. Keep each bullet concise (one line)

Current bullets:
[paste bullets here]

Summarize the meeting transcript below into:
1. TL;DR (2-3 sentences)
2. Key decisions
3. Action items with owners and due dates
4. Open questions

Transcript:
[paste transcript here]

Write a professional email.

Context: [describe situation]
Recipient: [who]
Goal: [what you want]
Tone: [formal / friendly / firm]

Keep it concise, include a clear subject line and a specific call to action.

Create a presentation outline on: [topic]

Audience: [who]
Duration: [minutes]

For each slide provide: a title, 3-4 bullet points, and a speaker note. Start with a hook and end with a clear takeaway and next steps.

Write unit tests for the following code.

Framework: [e.g. Jest / pytest]

Cover:
1. Typical cases
2. Edge cases and boundaries
3. Invalid input and error handling

Use clear test names and arrange-act-assert structure.

Code:
[paste code here]

Create a regular expression that matches: [describe the pattern]

Provide:
1. The regex
2. A plain-language explanation of each part
3. 3 matching and 3 non-matching examples
4. Notes on flavor/flags used

Brainstorm ideas for: [goal or problem]

Provide:
1. 10 diverse ideas ranging from safe to bold
2. For the top 3, a one-line rationale and first step
3. One unconventional 'wildcard' idea

Avoid generic suggestions; be specific.

Create a learning plan.

Skill: [what to learn]
Current level: [beginner/intermediate]
Time available: [hours per week]
Deadline: [date]

Provide a weekly breakdown with goals, resources, practice projects, and checkpoints to measure progress.

Write social media posts about: [topic]

Platform: [X / LinkedIn / Instagram]
Goal: [awareness / clicks / signups]
Tone: [choose]

Provide 3 variations, each with a strong hook, concise body, relevant hashtags, and a call to action.

Write a product description.

Product: [name and key features]
Audience: [target customer]
Tone: [choose]

Include a catchy headline, a benefit-led paragraph, a bulleted feature list, and naturally weave in the keyword: [keyword].

Act as an interviewer for the role: [role]

1. Ask 8 realistic questions (mix of behavioral and technical)
2. After I answer each, give concise feedback
3. Provide a strong model answer

Start with the first question and wait for my response.

Write a cover letter.

Job: [title and company]
Job highlights: [key requirements]
My background: [paste resume summary]

Keep it to 3 short paragraphs: hook, why I fit (with evidence), and a confident close.

Rewrite the following text.

Goal: [clearer / more concise / more formal / simpler]
Audience: [who]

Keep the original meaning, improve flow, and remove redundancy. Provide the rewrite, then a one-line summary of what changed.

Text:
[paste text here]

Write a video script.

Topic: [topic]
Platform: [YouTube / Shorts / TikTok]
Length: [minutes]

Include: a 3-second hook, structured sections with on-screen cues, and a clear call to action at the end.

Write a customer support reply.

Customer message: [paste message]
Context/policy: [relevant info]
Tone: empathetic and professional

Acknowledge the issue, provide a clear solution or next step, and end warmly. Avoid jargon and blame.

Write an academic abstract (150-250 words) based on the details below.

Background/problem: [...]
Method: [...]
Key results: [...]
Conclusion: [...]

Use formal academic tone and end with 4-6 keywords.

Generate API documentation for the following endpoint(s).

Endpoint: [URL and method]
Authentication: [type]
Request body: [schema or example]
Response: [schema or example]

Include:
1. Brief description
2. Request parameters (path, query, body)
3. Response format with status codes
4. A request/response example
5. Error codes and handling notes

Format as Markdown suitable for OpenAPI/Swagger integration.

I need a spreadsheet formula.

Spreadsheet app: [Excel / Google Sheets / Apple Numbers]
Goal: [describe what the formula should do]
Data layout: [describe which columns contain what, e.g. "A=date, B=amount, C=category"]

Please provide:
1. The formula
2. A brief explanation of how it works
3. Any edge cases or limitations to be aware of

Summarize the following legal document in plain language.

Document type: [contract / terms of service / privacy policy / other]

Please provide:
1. A 3-5 sentence overall summary
2. Key obligations and rights (bullet points)
3. Potential risks or clauses to watch out for
4. Any deadlines, penalties, or auto-renewal terms
5. Recommended questions to ask before signing

Document text:
[paste document here]

Refactor the following code to improve:
1. Readability and naming
2. Adherence to SOLID principles
3. Removal of duplication (DRY)
4. Performance where possible
5. Error handling

Do NOT change the external behavior. For each change, briefly explain why.

Language: [e.g. Python, TypeScript, Java]

Code:
[paste code here]