Universal Prompt LibraryNew: Interactive Mode
Ankie AI

Prompt Engineering Essentials

Professional prompt templates for ChatGPT, Claude, Gemini, and any LLM. Boost productivity with proven patterns for writing, coding, analysis, and creative work.

50+

Techniques

proven patterns

8

Categories

use cases

2025

Updated

latest practices

Featured Starter Prompt
Perfect for your first AI conversation—adaptable to any use case.

Replace the variable above to get personalized guidance

Customize variables (0/1 filled)

What do you want to achieve?

Preview

I'm exploring how AI can help with [YOUR SPECIFIC TASK/GOAL].

Please:
1. Ask me 2-3 clarifying questions about my situation
2. Suggest 3 practical next steps I can take
3. Explain your reasoning briefly

Let's start simple and iterate from there.

Tip: Click the purple chip to customize for your needs!

New: Interactive Playground

Click. Edit. Copy. Done.

No more manual find-and-replace. Click any variable chip, customize it inline, and copy your personalized prompt instantly.

Try it: Professional Email Writer
Click the purple chips below to customize this email template

Email Refiner Template

Perfect for transforming casual messages into polished emails

Customize variables (0/5 filled)

Paste your content here
e.g., formal, casual, technical
Click to customize
Click to customize
Click to customize

Preview

Refine this message into a professional email:

[PASTE YOUR DRAFT]

Requirements:
- Tone: [TONE - e.g., formal, friendly, urgent]
- Recipient: [RECIPIENT ROLE]
- Goal: [WHAT YOU WANT TO ACHIEVE]
- Key points to emphasize: [MAIN POINTS]

Include a clear subject line and proper formatting.
Try it: Code Debug Assistant
Customize this debugging template for your specific issue

Debug Helper Template

Get systematic debugging help for any programming language

Customize variables (0/4 filled)

Click to customize
Paste your content here
Paste your content here
Click to customize

Preview

Debug this [PROGRAMMING LANGUAGE] code:

**Error:**
[PASTE ERROR MESSAGE]

**Code:**
```
[PASTE CODE]
```

**Context:** [WHAT YOU WERE TRYING TO DO]

Provide:
1. Root cause analysis
2. Step-by-step fix
3. Prevention tips

Smart Detection

Automatically finds [PLACEHOLDERS] and makes them editable

Real-time Preview

See your customized prompt update as you type

One-click Copy

Copy your personalized prompt ready to paste into any AI

Search

Find the perfect prompt

Filter by category, tag, or search keywords. Each prompt is optimized for modern LLMs and real-world productivity workflows.

#beginner#advanced#business#technical#creative#research#automation

Results

12 prompts ready to copy

All categories

WritingStarter
Professional Email Refiner

Transform casual messages into polished professional emails while keeping your voice.

I need you to refine this message into a professional email:

[PASTE YOUR DRAFT HERE]

Requirements:
- Keep the core message and my authentic voice
- Fix grammar and improve clarity
- Adjust tone to b...
WritingModel: ChatGPT, Claude, GeminiInteractive
#beginner#business
WritingAdvanced
Content Repurposing Engine

Turn one piece of content into multiple formats (thread, LinkedIn post, email, blog outline).

Take this content and repurpose it into 4 formats:

[PASTE ORIGINAL CONTENT]

Create:
1. Twitter/X thread (8-12 tweets, hooks + thread structure)
2. LinkedIn post (engaging opener, 3-4 key points, CTA...
WritingModel: GPT-4, Claude SonnetInteractive
#advanced#business#creative
CodingStarter
Code Explainer & Documentation

Get clear explanations of complex code with inline comments and documentation.

Explain this code step-by-step:

```
[PASTE CODE HERE]
```

Provide:
1. High-level summary (what it does)
2. Line-by-line explanation for complex parts
3. Key concepts/patterns used
4. Potential issue...
CodingModel: GPT-4, Claude, Gemini ProInteractive
#beginner#technical
CodingAdvanced
Debug Assistant

Systematic debugging help with root cause analysis and fix suggestions.

I'm seeing this error:

**Error message:** [PASTE ERROR]

**Code context:**
```
[PASTE RELEVANT CODE]
```

**What I've tried:** [DESCRIBE ATTEMPTS]

Help me:
1. Identify the root cause
2. Explain why ...
CodingModel: GPT-4, Claude SonnetInteractive
#advanced#technical
AnalysisAdvanced
Data Insight Extractor

Turn raw data or reports into actionable insights with clear recommendations.

Analyze this data and extract insights:

[PASTE DATA / REPORT / METRICS]

Provide:
1. **Key Findings** (3-5 bullets with confidence level: high/medium/low)
2. **Trends & Patterns** (what's changing an...
AnalysisModel: GPT-4, ClaudeInteractive
#business#advanced
AnalysisAdvanced
Competitive Intelligence Brief

Synthesize competitor research into strategic insights.

Create a competitive intelligence brief:

**Competitors:** [LIST NAMES]
**Focus areas:** [e.g., pricing, features, marketing, positioning]

**Available data:**
[PASTE RESEARCH / LINKS / NOTES]

Delive...
AnalysisModel: GPT-4, ClaudeInteractive
#business#research#advanced
ProductivityStarter
Meeting Notes → Action Items

Convert messy meeting notes into clear action items with owners and deadlines.

Transform these meeting notes into structured action items:

[PASTE NOTES]

Extract:
1. **Decisions Made** (what was agreed)
2. **Action Items** (task, owner, deadline, priority)
3. **Open Questions**...
ProductivityModel: ChatGPT, Claude, GeminiInteractive
#beginner#business#automation
ProductivityAdvanced
Email Inbox Triage

Categorize and prioritize a batch of emails with suggested responses.

Help me triage these emails:

[PASTE EMAIL SUBJECTS AND PREVIEWS]

For each, provide:
1. Category (Urgent, Important, FYI, Spam/Low-priority)
2. Suggested action (Reply now, Schedule for later, Delega...
ProductivityModel: GPT-4, ClaudeInteractive
#business#automation#advanced
LearningStarter
Explain Like I'm 5 (ELI5)

Break down complex topics into simple, beginner-friendly explanations.

Explain this concept in simple terms:

**Topic:** [PASTE TOPIC]

Requirements:
1. Start with a simple analogy or real-world example
2. Build up complexity gradually (3 levels: basic → intermediate → a...
LearningModel: ChatGPT, Claude, GeminiInteractive
#beginner#research
LearningAdvanced
Study Guide Generator

Create comprehensive study materials from articles, lectures, or textbooks.

Generate a study guide from this material:

[PASTE CONTENT / ARTICLE / LECTURE NOTES]

Include:
1. **Key Concepts** (definitions + examples)
2. **Summary** (3-5 bullet points)
3. **Practice Questions*...
LearningModel: GPT-4, ClaudeInteractive
#research#advanced
CreativeAdvanced
Brainstorm Catalyst

Generate diverse creative ideas with different thinking frameworks.

Help me brainstorm ideas for:

**Challenge/Goal:** [DESCRIBE WHAT YOU NEED IDEAS FOR]
**Constraints:** [budget, timeline, resources]
**Target audience:** [who is this for]

Generate 15 ideas using the...
CreativeModel: GPT-4, ClaudeInteractive
#creative#business#advanced
CreativeStarter
Story Structure Helper

Develop compelling narratives for presentations, pitches, or content.

Help me structure a story:

**Goal:** [pitch, presentation, article, case study]
**Key message:** [what you want audience to remember]
**Audience:** [who they are and what they care about]
**Available...
CreativeModel: ChatGPT, Claude, GeminiInteractive
#creative#business#beginner

Prompt packs

Multi-prompt workflows

Productivity Essentials
Recommended model: ChatGPT, Claude, Gemini

Blueprint

  • Transform meetings into structured action items with owners
  • Triage inbox batches and draft priority responses
  • Create daily task breakdowns from project goals
  • Automate repetitive communication workflows

Base prompt

Turn these meeting notes into action items:

[PASTE NOTES]

Format as checklist with:
- [ ] Task (@owner, due: DATE, priority: H/M/L)
#productivity#business#beginner

Quick Start

Essential starter prompts

Getting Started Template
Perfect first prompt for anyone new to AI assistants.
Onboarding
I'm new to using AI assistants. Help me get started:

1. Ask me 2-3 questions to understand my goals
2. Suggest 3 practical ways I could use you right now
3. Give me a simple first task to try

Keep it conversational and beginner-friendly.
Context Setter
Establish your role and needs upfront for better responses.
Productivity
Before we start, here's my context:

**My role:** [your job title / situation]
**Current goal:** [what you're trying to accomplish]
**Timeline:** [deadline or urgency]
**Constraints:** [budget, tools, resources available]

Based on this, help me [specific request].
Quick Quality Check
Verify AI responses against your source material.
Analysis
I need you to fact-check your previous response against this source:

[PASTE SOURCE MATERIAL]

For each claim you made:
1. Verify if it appears in the source (✓ or ✗)
2. Flag any inferences or extrapolations
3. Suggest better questions if data is missing

Community

Share your prompt packs

Copy & Customize
Take any prompt template and adapt it for your specific use case, industry, or workflow.
Test & Iterate
Try prompts with different AI models (ChatGPT, Claude, Gemini) to find what works best for you.
Share Improvements
Found a great variation? Share it back with the community to help others level up their prompting.
GitHub: Prompt Templates
Browse community-contributed prompts and workflows.
Suggest a Prompt
Share your best prompts to be featured in the library.
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