Prompt Library

AI Prompt Engineering Prompts Prompts

Meta-prompts for crafting better prompts — chain-of-thought techniques, few-shot examples, system prompt design, and LLM output optimization.

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AI Prompt Engineering Prompts

Copy-ready templates with fillable placeholders.

20 prompts found

AI Prompt Engineering Prompts

Featured

Claude/ChatGPT Prompt to Design Few-Shot Examples That Actually Work

Design few-shot examples that actually steer an LLM: a high-signal example set covering edge cases, ordering, and he...

[task] [output shape] [hard case] +1

4 1

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AI Prompt Engineering Prompts

Claude/ChatGPT Prompt to Choose Chain-of-Thought vs Direct Answering

Decide chain-of-thought vs direct answering for an LLM task by weighing complexity, latency, cost, and consistency,...

[task] [model] [latency budget]

3 1

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AI Prompt Engineering Prompts

Claude/ChatGPT Prompt to Guarantee Schema-Valid JSON Output

Get schema-valid JSON from an LLM every time: a prompt with the schema, examples, strict output rules, and an automa...

[task] [schema] [edge inputs] +1

4 1

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AI Prompt Engineering Prompts

Claude/ChatGPT Prompt to Build a Reusable Role-and-Constraint System Prompt Template

Generate a reusable system-prompt template — role, goal, constraints, output format, few-shot examples, and refusal...

[task] [model] [audience] +1

4 1

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AI Prompt Engineering Prompts

Claude/ChatGPT Prompt to Build a Golden Dataset and Eval Harness

Build a small, high-quality eval harness with a golden dataset and LLM-as-judge scoring that catches prompt regressi...

[task] [dimensions] [acceptance rule] +1

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AI Prompt Engineering Prompts

Claude · ChatGPT · LLM

Featured

Claude Prompt to Design System Prompts for Custom AI Assistants

Craft effective system prompts that define an AI assistant's behavior, personality, guardrails, edge-case handling,...

[role] [audience] [expertise areas] +7

10 1

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AI Prompt Engineering Prompts

Claude · ChatGPT · AI/ML +1

Featured

Claude Prompt to Construct Chain-of-Thought Reasoning Prompts

Transform any task into a chain-of-thought prompt that forces step-by-step reasoning, self-verification, and structu...

[original task] [step count] [cot variant] +2

5 1

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AI Prompt Engineering Prompts

Claude · ChatGPT · LLM

Claude Prompt to Generate Few-Shot Examples for Any Task

Generate optimal few-shot examples that teach an AI model your exact desired output format, tone, and reasoning patt...

[example count] [task description] [domain] +3

6 1

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AI Prompt Engineering Prompts

Claude · ChatGPT · Testing +1

Prompt Testing & Evaluation Framework Builder

Build a systematic framework to test, evaluate, and compare prompts with scoring rubrics, test cases, and regression...

[prompt purpose] [test case count] [criteria] +3

6 1

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AI Prompt Engineering Prompts

Claude · ChatGPT · LLM

Claude Prompt to Design Reliable Structured Output Schemas

Design prompts that reliably produce structured output in JSON, XML, or YAML, with exact schemas, edge-case handling...

[output format] [task] [target model] +4

7 1

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AI Prompt Engineering Prompts

Claude · ChatGPT · LLM

Claude Prompt to Compress Prompts & Cut Token Costs

Reduce prompt token usage by 30-60% while maintaining output quality — compression techniques, context pruning, and...

[original prompt] [tokenizer] [model provider] +2

5 1

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AI Prompt Engineering Prompts

Claude · ChatGPT · LLM

Multi-Turn AI Conversation Flow Designer

Design multi-turn AI conversation flows for chatbots, wizards, and interactive assistants with state management and...

[assistant type] [goal] [turn count] +3

6 1

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AI Prompt Engineering Prompts Prompts

AI Prompt Engineering Prompts

Claude/ChatGPT Prompt to Design Few-Shot Examples That Actually Work

Claude/ChatGPT Prompt to Choose Chain-of-Thought vs Direct Answering

Claude/ChatGPT Prompt to Guarantee Schema-Valid JSON Output

Claude/ChatGPT Prompt to Build a Reusable Role-and-Constraint System Prompt Template

Claude/ChatGPT Prompt to Build a Golden Dataset and Eval Harness

Claude Prompt to Design System Prompts for Custom AI Assistants

Claude Prompt to Construct Chain-of-Thought Reasoning Prompts

Claude Prompt to Generate Few-Shot Examples for Any Task

Prompt Testing & Evaluation Framework Builder

Claude Prompt to Design Reliable Structured Output Schemas

Claude Prompt to Compress Prompts & Cut Token Costs

Multi-Turn AI Conversation Flow Designer

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Engr Mejba Ahmed

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