Skill-specific prompt templates are pre-designed text instructions used to guide artificial intelligence tools to perform particular tasks or demonstrate certain skills. These templates help users quickly generate the right kind of responses or outputs by providing a clear structure for their requests. They are especially useful for repeating tasks, ensuring consistency, and saving time when…

Role-Specific Prompt Engines are AI systems or tools designed to generate responses or content based on a particular job or function. They use prompts that are customised for specific roles, such as customer support, legal advisor, or software developer. This specialisation helps the AI provide more accurate and relevant answers by focusing on the needs,…

Probabilistic prompt switching is a method used in artificial intelligence where a system selects between different prompts based on assigned probabilities. Instead of always using the same prompt, the system randomly chooses from a set of prompts, with some prompts being more likely to be picked than others. This approach can help produce more varied…

Roleplay prompt containers are structured formats or templates used to organise information, instructions, and context for roleplaying scenarios, especially in digital environments. They help set clear boundaries, character roles, and objectives, making it easier for participants or AI to understand their parts. These containers ensure consistency and clarity by grouping relevant details together, reducing confusion…

Cognitive prompt layering is a technique used to guide artificial intelligence systems, like chatbots or language models, by organising instructions or prompts in a structured sequence. This method helps the AI break down complex problems into smaller, more manageable steps, improving the quality and relevance of its responses. By layering prompts, users can control the…

A Prompt Benchmarking Playbook is a set of guidelines and tools for testing and comparing different prompts used with AI language models. Its aim is to measure how well various prompts perform in getting accurate, useful, or relevant responses from the AI. This playbook helps teams to systematically improve their prompts, making sure they choose…

Prompt success criteria are the specific qualities or standards used to judge whether a prompt for an AI or chatbot is effective. These criteria help determine if the prompt produces the desired response, is clear, and avoids confusion. By defining success criteria, users can improve prompt design and achieve more accurate or useful results from…

Flow control logic in Retrieval-Augmented Generation (RAG) refers to the rules and processes that manage how information is retrieved and used during a question-answering or content generation task. It decides the sequence of operations, such as when to fetch data, when to use retrieved content, and how to combine it with generated text. This logic…

Role-Based Prompt Templates are pre-written instructions or scripts designed for AI systems that specify a particular role or perspective for the AI to adopt when responding. These templates help guide the AI to provide answers or complete tasks as if it were, for example, a teacher, doctor, or customer service agent. By using these templates,…