NemoClaw Knowledge Wiki

prompt-engineering

7 min read

summary: “The practice of refining and optimizing inputs to large language models (LLMs) to achieve predictable, high-quality, and specific results.” updated: 2026-04-26 backlinks: 2026 04 10 Self Evolving AI Autonomous Optimization via Iterative Harness, 2026 04 14 Claude code Yifan Beyond the Hype channel, 2026 04 14 Enovair AI views for 2026, 2026 04 14 Context engineering by prompt engineering channel, 2026 04 14 Google Stitch AI Native Design Canvas Evolution and Enhanced Workflow, 2026 04 14 Langchain context engineering, 2026 04 20 Karpathy CLAUDE.md File for Enhanced AI Agent Coding Behavior Summary, 2026 04 20 2026 04 20 Your Lab job is complete _ YouTube Summariser __1454, 2026 04 24 Strategies to Transform Claude AI into a Genius Level Thinking Partner, 2026 04 26 2026 04 26 Gemini and DALL E 3 Workflow Consistent AI Image Generation Using JSON, 2026 04 14 Claude code Yifan Beyond the Hype channel

Prompt Engineering

Source Notes

  • 2026-04-14: # Context engineering by prompt engineering channel --- --- https://www.youtube.com/watch?v=ioOHXt7wjhM This video discusses “Context Engineering” as a new skill in AI, comparing it to and differentiating it from (Context engineering by prompt engineering channel)
  • 2026-04-14: # Getting best out of Claude --- --- https://www.youtube.com/watch?v=Xob-2a1OnvA Greg Rosenberg channel Here is a Markdown summary of the 10 techniques for prompting Claude Code and Getting best out of Claude)
  • 2026-04-14: # Kiki K2 - Prompt Engineering --- --- https://www.youtube.com/watch?v=lDXc-zVqN1w The video provides a detailed overview of Moonshot AI’s Kimi K2 model and its research capabilities, then compares va (Kiki K2 - Prompt Engineering)
  • 2026-04-14: # NotebookLM prompt to produce mermaid.js mindmap output --- --- **“Act as an expert information architect. Based on the provided sources, generate a comprehensive mindmap using Mermaid.js syntax. Please follow these constraints: 1. Use the mindmap keyword to start. 2. Organi (NotebookLM prompt to produce mermaid.js mindmap output)
  • 2026-04-14: # Prof Ryan Ahmed - AI agents --- --- https://www.youtube.com/watch?v=_sRzTB9CIxQ This video, presented by Dr. Ryan Ahmed (a professor and best-selling online instructor), details his six-month journey of learning, experimenting with, and testing Microsoft Copilot and AI a (Prof Ryan Ahmed - AI agents)
  • 2026-04-14: # Prompt Engineering - Local GPT for RAG --- --- https://www.youtube.com/watch?v=JTbtGH3secI This video, titled “Why Your AI Models Are Hallucinating & How to Fix Them,” provides a comprehensive overview of the phenomenon of “hallucination” in Large Language Models (LLMs) (Prompt Engineering - Local GPT for RAG)
  • 2026-04-14: # Prompt for chat --- --- You are an expert business consulting advisor and creative assistant. Always revise my prompts to the most AI effective prompt before replying. Suggest ways in which your answer might be limited or constrained at the end of your reply (Prompt for chat)
  • 2026-04-14: # Prompt for chat --- --- You are an expert business consulting advisor and creative assistant. Always revise my prompts to the most AI effective prompt before replying. Suggest ways in which your answer might be limited or constrained at the end of your reply (Prompt for chat)
  • 2026-04-14: # The AI Automators channel context engineering --- --- https://www.youtube.com/watch?v=WmG-PanaaSk Okay, I will retry and provide a detailed markdown of the video’s content. * * * 00:00 - 00:04: Introduction to Context Engineering Spoken Text: Everyone’s talking a (The AI Automators channel context engineering)
  • 2026-04-14: # The AI model doesn’t work - the harness does. Channel Prompt Engineering --- --- https://www.youtube.com/watch?v=1Ohf2aeSPFA The video presents a shift in AI development for 2026: moving away from model selection and prompt engineering toward Harness Engineering. (The AI model doesn’t work - the harness does. Channel Prompt Engineering)
  • 2026-04-14: # Use JSON prompting for accurate image generation --- --- https://www.youtube.com/watch?v=cfflP91Mukg Here is a Markdown summary of the video content regarding JSON Prompting. # JSON Prompting: Turning AI from a Toy into a Tool What is JSON Prompting? **JSON (JavaScrip (Use JSON prompting for accurate image generation)
  • 2026-04-14: # Workflow tips for using AI --- --- https://www.youtube.com/watch?v=Q8KpGLg6dRw Rick Mulready channel Tip: get Gemini Pro to write the prompt for use of Nanobanana Pro via the API interface! Here is a comprehensive summary of the video strategy to reduce AI expenses by re (Workflow tips for using AI)
  • 2026-04-20: # Your Lab job is complete — YouTube Summariser (#1454) YouTube Summariser job #1454 is complete. Completed: 2026-04-20T12:26:43 UTC View result: https://longboardfella.com.au/lab/result.php?id=1454 ──────────────────────────────────────────────────────────── --- title: Karpathy (Your Lab job is complete — YouTube Summariser (#1454))
  • 2026-04-07: NotebookLM + Gemini Workflow: Optimizing AI Prompts for Structured Output Clip title: I Built a NotebookLM + Gemini Workflow That Makes Prompt Engineering Pointless Author / channel: Craig Does AI URL: https://www.youtube.com/watch?v=W-rtNL_Uf3I Summary This vi (NotebookLM + Gemini Workflow: Optimizing AI Prompts for Structured Output)
  • 2026-04-07: NotebookLM + Gemini Workflow: Optimizing AI Prompts for Structured Output Clip title: I Built a NotebookLM + Gemini Workflow That Makes Prompt Engineering Pointless Author / channel: Craig Does AI URL: https://www.youtube.com/watch?v=W-rtNL_Uf3I Summary This vi (NotebookLM + Gemini Workflow: Optimizing AI Prompts for Structured Output)
  • 2026-04-07: NotebookLM Mind Map to Interactive HTML Site with Gemini AI Clip title: How to Turn a NotebookLM Mind Map into an Interactive Site Author / channel: Charles Terrence Harper URL: https://www.youtube.com/watch?v=3tPzeQX0KVE Summary This video demonstrates a compr (NotebookLM Mind Map to Interactive HTML Site with Gemini AI)
  • 2026-04-08: AI-Powered Autonomous Social Video Content Generation and Optimization System Clip title: Claude Code + Karpathy’s Autoresearch = GOD MODE! Author / channel: AI Andy URL: https://www.youtube.com/watch?v=vjJwgXsMfjM Summary The video details the creation of an A (AI-Powered Autonomous Social Video Content Generation and Optimization System)
  • 2026-04-08: NotebookLM + Gemini Workflow: Optimizing AI Prompts for Structured Output Clip title: I Built a NotebookLM + Gemini Workflow That Makes Prompt Engineering Pointless Author / channel: Craig Does AI URL: https://www.youtube.com/watch?v=W-rtNL_Uf3I Summary This vi (NotebookLM + Gemini Workflow: Optimizing AI Prompts for Structured Output)
  • 2026-04-08: NotebookLM + Gemini Workflow: Optimizing AI Prompts for Structured Output Clip title: I Built a NotebookLM + Gemini Workflow That Makes Prompt Engineering Pointless Author / channel: Craig Does AI URL: https://www.youtube.com/watch?v=W-rtNL_Uf3I Summary This vi (NotebookLM + Gemini Workflow: Optimizing AI Prompts for Structured Output)
  • 2026-04-08: NotebookLM Mind Map to Interactive HTML Site with Gemini AI Clip title: How to Turn a NotebookLM Mind Map into an Interactive Site Author / channel: Charles Terrence Harper URL: https://www.youtube.com/watch?v=3tPzeQX0KVE Summary This video demonstrates a compr (NotebookLM Mind Map to Interactive HTML Site with Gemini AI)
  • 2026-04-10: NotebookLM + Gemini Workflow: Optimizing AI Prompts for Structured Output Clip title: I Built a NotebookLM + Gemini Workflow That Makes NotebookLM Gemini Workflow Optimizing AI Prompts for Structured Output)
  • 2026-04-10: NotebookLM + Gemini Workflow: Optimizing AI Prompts for Structured Output Clip title: I Built a NotebookLM + Gemini Workflow That Makes NotebookLM Gemini Workflow Optimizing AI Prompts for Structured Output)
  • 2026-04-10: NotebookLM Mind Map to Interactive HTML Site with Gemini AI Clip title: How to Turn a NotebookLM Mind Map into an Interactive Site Author / channel: Charles Terrence Harper URL: https://www.yout (NotebookLM Mind Map to Interactive HTML Site with Gemini AI)
  • 2026-04-26: # Craig Does AI: JSON Prompts for Advanced ChatGPT Image 2.0 Control Generated: 2026-04-26 · API: Gemini 2.5 Flash · Modes: Summary --- Craig Does AI: JSON Prompts for Advanced ChatGPT Image 2.0 Control Clip title: I Tested ChatGPT’s New Image 2.0 and Accidentally Stumbled (Craig Does AI: JSON Prompts for Advanced ChatGPT Image 2.0 Control)

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