🎭 Prompt Pattern কেন?
কিছু prompt structure বারবার কাজ করে। এগুলো pattern — একবার শিখে বারবার use করুন।
১. Persona Pattern
"Act as a [role] with [years] years of experience. Your specialty is [area]. Speak in [tone]. Apply [framework] to all answers."
২. Recipe Pattern
"I want to achieve X. I have ingredients/tools A, B, C. Provide step-by-step recipe with: - Each step numbered - Time estimate per step - Common mistakes to avoid - Validation check"
৩. Template Pattern
"Fill out this template: TITLE: [generated] SUMMARY: [3 sentences] DETAILS: - Point 1: ... - Point 2: ... ACTION ITEMS: 1. ... 2. ..."
৪. Reflection Pattern ⭐
"After your answer, reflect: - What assumptions did you make? - What might be wrong? - What would change with more info? - Confidence: [Low/Med/High] and why"
৫. Critique Pattern
"Provide your initial answer. Then act as a harsh critic and find 3 weaknesses. Then provide improved answer addressing critique."
৬. Flipped Interaction Pattern ⭐
"Help me plan a vacation. Don't answer until you ask me 5 clarifying questions. Ask one at a time. Wait for my answer before next."
৭. Cognitive Verifier
"When I ask a question, generate 3 sub-questions that would help answer it more accurately. Combine sub-answers into final response."
৮. Output Automator
"After your answer, generate a script that performs the recommended actions automatically."
৯. Audience Pattern
"Explain X for: 1. A 5-year-old 2. A high school student 3. A college expert 4. An industry professional"
১০. Alternative Approaches
"Solve this problem. Then show 2 alternative approaches with trade-offs in a comparison table."
১১. Visualization Generator
"For my topic, generate a Mermaid diagram code that visualizes the relationships."
১২. Format Pattern
"Henceforth, format ALL responses as: - Headline (1 line) - TL;DR (3 bullets) - Detailed answer - Sources/references"
১৩. Game Pattern
"Let's play a guessing game. You think of a country. I ask yes/no questions. After 20 questions or my guess, reveal answer. Track question count."
১৪. Few-shot in-context
"Examples of great responses: [example 1] [example 2] Now answer in same style:"
১৫. Meta-prompt
"You are a prompt engineering expert. Improve this prompt for clarity, specificity, and to reduce hallucination: [my prompt] Return: refined prompt + 3 explanation bullets."
📚 নিজের Library তৈরি ⭐
- Notion/Obsidian-এ "Prompt Library" page
- Category অনুযায়ী organize (writing, coding, analysis)
- Variable use:
{topic},{audience},{tone} - Success rate track
- Team-এর সাথে share
🛠️ Ready-made Source
- PromptHub, PromptBase (marketplace)
- FlowGPT (community)
- Awesome ChatGPT Prompts (GitHub)
- Anthropic Prompt Library
- OpenAI Cookbook
⚡ Snippet Tool
TextExpander, Raycast, Alfred snippet দিয়ে দ্রুত access:
;;codereview → full code review prompt ;;blog → blog writing prompt ;;debug → debugging assistant prompt ;;translate → Bengali translator prompt
🔄 Pattern Combination
একাধিক pattern একসাথে use করতে পারেন:
Persona + Flipped Interaction + Reflection: "You are a senior architect (Persona). Before recommending, ask 3 clarifying questions (Flipped). After recommendation, reflect on assumptions (Reflection)."
💡 Power Tips
- Pattern name use করে ChatGPT চিনে — "Use the flipped interaction pattern"
- Custom GPT-তে pattern embed করুন
- Team template বানান company-specific pattern-এর
- A/B test — কোন pattern আপনার case-এ best