AI Prompt Templates

Act as a senior software engineer. Review the following code for bugs, performance issues, security vulnerabilities, and code style. Suggest specific improvements with code examples.

[PASTE YOUR CODE HERE]

I'm getting the following error in my [LANGUAGE] project:

[PASTE ERROR MESSAGE]

Here is the relevant code:

[PASTE CODE]

Explain what is causing this error and provide a fix with code examples.

Act as a QA engineer. Write comprehensive unit tests for the following function using [TESTING FRAMEWORK, e.g., Jest/PyTest]. Include edge cases, boundary conditions, and error scenarios.

[PASTE FUNCTION CODE]

Explain the following code line by line as if I'm a junior developer. Use simple language, explain any design patterns used, and describe what each part does.

[PASTE CODE HERE]

Convert the following [SOURCE LANGUAGE] code to [TARGET LANGUAGE]. Preserve the logic and functionality. Use idiomatic patterns for the target language. Add comments explaining any differences.

[PASTE CODE HERE]

Analyze the following code for performance issues. Identify bottlenecks, suggest optimizations (time and space complexity), and provide an optimized version with explanations.

[PASTE CODE HERE]

Generate comprehensive API documentation for the following REST API endpoint. Include: HTTP method, URL, request parameters, request body schema, response schema, status codes, and example curl commands.

[DESCRIBE YOUR API ENDPOINT OR PASTE CODE]

Design a database schema for [DESCRIBE YOUR APPLICATION]. Include tables, columns with data types, primary keys, foreign keys, indexes, and constraints. Provide the CREATE TABLE SQL statements and explain your design decisions.

Create a regular expression that matches [DESCRIBE WHAT YOU WANT TO MATCH]. Provide:
1. The regex pattern
2. Explanation of each part
3. Example matches and non-matches
4. Code example in [LANGUAGE] using this regex

Implement the [PATTERN NAME, e.g., Observer/Factory/Singleton] design pattern in [LANGUAGE] for the following use case: [DESCRIBE YOUR USE CASE]. Include a full working example with comments explaining each part.

Create an optimized Dockerfile for a [LANGUAGE/FRAMEWORK] application with the following requirements:
- [REQUIREMENT 1]
- [REQUIREMENT 2]

Use multi-stage builds, minimize layers, and follow Docker best practices. Include comments explaining each instruction.

Generate a conventional commit message for the following changes. Follow the format: type(scope): description. Include a body explaining why the change was made.

Changes:
[DESCRIBE YOUR CHANGES]

Create a detailed blog post outline on the topic: "[YOUR TOPIC]". Include:
1. An attention-grabbing headline (3 options)
2. Hook/introduction paragraph
3. 5-7 main sections with sub-points
4. Key takeaways
5. Call-to-action
6. SEO meta description (155 chars)

Rewrite the following text to be clearer, more concise, and more engaging. Maintain the original meaning but improve readability. Highlight what you changed and why.

[PASTE YOUR TEXT]

Write a comprehensive technical tutorial on [TOPIC]. Structure it as:
1. Introduction (what and why)
2. Prerequisites
3. Step-by-step implementation with code examples
4. Common pitfalls and solutions
5. Next steps and resources

Target audience: [BEGINNER/INTERMEDIATE/ADVANCED] developers.

Write a compelling product description for [PRODUCT NAME]. Include:
- A catchy headline
- 3 key benefits (not features)
- A paragraph describing the problem it solves
- Social proof placeholder
- Call-to-action

Tone: [PROFESSIONAL/CASUAL/ENTHUSIASTIC]

Write a professional email for the following situation: [DESCRIBE SITUATION]. Include:
- Subject line (3 options)
- Opening line
- Body with clear structure
- Call-to-action
- Professional closing

Tone: [FORMAL/FRIENDLY/PERSUASIVE]

Write an engaging LinkedIn post about [TOPIC]. Use the following format:
- Hook (first line that grabs attention)
- Personal story or insight
- Key lesson or value
- Call-to-action (comment/share)
- 3-5 relevant hashtags

Keep it under 1300 characters. Use line breaks for readability.

Write high-converting landing page copy for [PRODUCT/SERVICE]. Include:
1. Hero headline + subheadline
2. Problem statement
3. Solution (your product)
4. 3 key features with benefits
5. Social proof section
6. FAQ section (5 questions)
7. Final CTA

Target audience: [DESCRIBE AUDIENCE]

Create an SEO keyword strategy for a [TYPE OF BUSINESS] website. Provide:
1. 10 high-volume primary keywords
2. 20 long-tail keywords
3. Content ideas for each primary keyword
4. Internal linking strategy
5. Competitor analysis approach

Niche: [YOUR NICHE]

Create a 7-day social media content calendar for [BRAND/PRODUCT] across [PLATFORMS]. For each day provide:
- Platform
- Content type (carousel, reel, story, text)
- Caption with hashtags
- Call-to-action
- Best posting time

Goal: [BRAND AWARENESS/LEADS/SALES]

Suggest 10 A/B test ideas for [WEBSITE/APP TYPE]. For each test:
1. What to test (element)
2. Hypothesis
3. Variant A vs Variant B description
4. Primary metric to measure
5. Expected impact

Current conversion rate: [X%]

Write Google Ads copy for [PRODUCT/SERVICE]. Provide 5 variations with:
- Headline 1 (30 chars max)
- Headline 2 (30 chars max)
- Headline 3 (30 chars max)
- Description 1 (90 chars max)
- Description 2 (90 chars max)

Target keyword: [KEYWORD]
USP: [UNIQUE SELLING POINT]

Write a SQL query to [DESCRIBE WHAT YOU NEED]. The database has the following tables:

[DESCRIBE TABLES AND COLUMNS]

Requirements:
- [REQUIREMENT 1]
- [REQUIREMENT 2]

Optimize for performance and explain the query step by step.

Create a data analysis plan for the following dataset/question: [DESCRIBE YOUR DATA AND QUESTION]. Include:
1. Key questions to answer
2. Required data cleaning steps
3. Analysis methods to use
4. Visualization recommendations
5. Statistical tests if applicable
6. Expected deliverables

I need an Excel/Google Sheets formula that [DESCRIBE WHAT YOU NEED]. My data is structured as:

[DESCRIBE YOUR COLUMNS AND DATA]

Provide:
1. The formula
2. Step-by-step explanation
3. Example with sample data
4. Any alternative approaches

Write a Python script using pandas to [DESCRIBE TASK]. The CSV file has these columns: [LIST COLUMNS]. Include:
- Reading the data
- Data cleaning
- [SPECIFIC ANALYSIS]
- Visualization with matplotlib/seaborn
- Export results

Add comments explaining each step.

Act as a senior UI/UX designer. Review the following design/screenshot for usability issues. Analyze:
1. Visual hierarchy
2. Color contrast and accessibility
3. Typography choices
4. Button and CTA placement
5. Mobile responsiveness considerations
6. User flow improvements

[DESCRIBE OR SHARE YOUR DESIGN]

Create a professional color palette for a [TYPE OF PROJECT] with the mood: [DESCRIBE MOOD]. Provide:
1. Primary color (with hex)
2. Secondary color (with hex)
3. Accent color (with hex)
4. Background and text colors
5. CSS custom properties
6. Tailwind configuration

Include accessibility contrast ratios.

Write a detailed component specification for a [COMPONENT NAME, e.g., Modal/Dropdown/DataTable] component. Include:
1. Description and use cases
2. Props/API with types
3. Visual states (default, hover, active, disabled, error)
4. Accessibility requirements (ARIA)
5. Responsive behavior
6. Code example in React/TypeScript

Create a GitHub Actions CI/CD pipeline for a [LANGUAGE/FRAMEWORK] project that:
1. Runs on push to main and pull requests
2. Installs dependencies
3. Runs linting and tests
4. Builds the project
5. Deploys to [PLATFORM]

Include caching, matrix builds, and proper secret management.

Create Kubernetes manifests for deploying [APPLICATION TYPE] with:
- Deployment (replicas, resource limits, health checks)
- Service (ClusterIP/LoadBalancer)
- ConfigMap for environment variables
- Secret for sensitive data
- HPA for auto-scaling

Explain each resource and best practices.

Write Terraform configuration to provision [DESCRIBE INFRASTRUCTURE] on [AWS/GCP/Azure]. Include:
- Provider configuration
- VPC/Network setup
- Compute resources
- Storage
- IAM/Security policies
- Outputs

Follow Terraform best practices and add comments.

Design a monitoring and alerting strategy for a [APPLICATION TYPE]. Include:
1. Key metrics to track (golden signals)
2. Log aggregation approach
3. Alert rules with thresholds
4. Dashboard layout
5. Incident response runbook
6. Tool recommendations (Prometheus, Grafana, etc.)

Rewrite the following work experience as powerful resume bullet points using the STAR method (Situation, Task, Action, Result). Quantify achievements wherever possible.

Role: [JOB TITLE] at [COMPANY]
Key responsibilities and achievements:
[DESCRIBE WHAT YOU DID]

I have an upcoming interview for a [JOB TITLE] position at [COMPANY TYPE]. Prepare me with:
1. 10 likely technical questions with model answers
2. 5 behavioral questions with STAR-method answers
3. 5 questions I should ask the interviewer
4. Key topics to review
5. Common red flags to avoid

Write a compelling cover letter for a [JOB TITLE] position at [COMPANY]. My background:
- Current role: [ROLE]
- Years of experience: [YEARS]
- Key skills: [SKILLS]
- Why this company: [REASON]

Tone: Professional but personable. Keep it under 300 words. Highlight value I bring, not just what I want.

Help me prepare for a salary negotiation. Context:
- Current offer: [AMOUNT]
- My target: [AMOUNT]
- Market rate: [AMOUNT]
- My experience: [YEARS]

Provide:
1. Key talking points
2. How to present my value
3. Counter-offer script
4. How to handle pushback
5. Non-salary items to negotiate