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      <title>LLM World Engine Knowledge Base</title>
      <link>https://valaery.github.io/llm-world-engine</link>
      <description>Last 10 notes on LLM World Engine Knowledge Base</description>
      <generator>Quartz -- quartz.jzhao.xyz</generator>
      <item>
    <title>action-narration</title>
    <link>https://valaery.github.io/llm-world-engine/prompts/narration/action-narration</link>
    <guid>https://valaery.github.io/llm-world-engine/prompts/narration/action-narration</guid>
    <description><![CDATA[ Prompt: Action Narration prompt narration combat ndl Metadata Category: Narration Technique: NDL-based structured narration Model Tested: Gemma 2, Llama 3, Mistral 7B, Stheno, EstopianMaid-13B Contributor: User-veritasr Status: Proven Purpose Convert structured action data (NDL format) into natural ... ]]></description>
    <pubDate>Sat, 24 Jan 2026 11:43:53 GMT</pubDate>
  </item><item>
    <title>combat-narration</title>
    <link>https://valaery.github.io/llm-world-engine/prompts/narration/combat-narration</link>
    <guid>https://valaery.github.io/llm-world-engine/prompts/narration/combat-narration</guid>
    <description><![CDATA[ Prompt: Combat Narration prompt combat narration turn-based Metadata Category: Narration Technique: Comma-separated constraint list Model Tested: GPT-3.5, GPT-4, various local models Contributor: User-appl2613 Status: Proven (ChatBot RPG production) Purpose Generate turn-based combat narration for t... ]]></description>
    <pubDate>Sat, 24 Jan 2026 11:43:53 GMT</pubDate>
  </item><item>
    <title>dialogue-generation</title>
    <link>https://valaery.github.io/llm-world-engine/prompts/narration/dialogue-generation</link>
    <guid>https://valaery.github.io/llm-world-engine/prompts/narration/dialogue-generation</guid>
    <description><![CDATA[ Prompt: Dialogue Generation with Subtext prompt narration dialogue psychology ndl Metadata Category: Narration Technique: Psychology-layered generation with implicit subtext Model Tested: Gemma 2, Llama 3, Mistral 7B, Stheno, EstopianMaid-13B Contributor: User-veritasr Status: Proven (advanced techn... ]]></description>
    <pubDate>Sat, 24 Jan 2026 11:43:53 GMT</pubDate>
  </item><item>
    <title>ndl-to-narrative</title>
    <link>https://valaery.github.io/llm-world-engine/prompts/narration/ndl-to-narrative</link>
    <guid>https://valaery.github.io/llm-world-engine/prompts/narration/ndl-to-narrative</guid>
    <description><![CDATA[ Prompt: NDL to Narrative Translation Metadata Category: Narration Technique: NDL (Natural Description Language) Model Tested: Gemma 2 9B, Llama 3 8B, Mistral 7B, EstopianMaid 13B, Stheno, GPT-4 Contributor: User-veritasr Status: Production-ready (PRIMARY TECHNIQUE) Purpose Convert structured NDL (Na... ]]></description>
    <pubDate>Sat, 24 Jan 2026 11:43:53 GMT</pubDate>
  </item><item>
    <title>scene-description</title>
    <link>https://valaery.github.io/llm-world-engine/prompts/narration/scene-description</link>
    <guid>https://valaery.github.io/llm-world-engine/prompts/narration/scene-description</guid>
    <description><![CDATA[ Prompt: Scene Description prompt narration environmental Metadata Category: Narration Technique: Template-based with constraints Model Tested: Gemma 2 (9B), Llama 3 (7B-9B), Mistral 7B, EstopianMaid-13B Contributor: User-veritasr Status: Proven Purpose Generate environmental descriptions for game lo... ]]></description>
    <pubDate>Sat, 24 Jan 2026 11:43:53 GMT</pubDate>
  </item><item>
    <title>binary-classification</title>
    <link>https://valaery.github.io/llm-world-engine/prompts/reasoning/binary-classification</link>
    <guid>https://valaery.github.io/llm-world-engine/prompts/reasoning/binary-classification</guid>
    <description><![CDATA[ Prompt: Binary Classification (Yes/No Validation) Metadata Category: Reasoning Technique: Binary classification with CoT Model Tested: GPT-3.5, Llama 3 (8B), TinyLlama, Mistral 7B, various local models Contributor: User-monkeyrithms, User-vali98 Status: Proven in production (ChatBot RPG game engine)... ]]></description>
    <pubDate>Sat, 24 Jan 2026 11:43:53 GMT</pubDate>
  </item><item>
    <title>chain-of-thought</title>
    <link>https://valaery.github.io/llm-world-engine/prompts/reasoning/chain-of-thought</link>
    <guid>https://valaery.github.io/llm-world-engine/prompts/reasoning/chain-of-thought</guid>
    <description><![CDATA[ Prompt: Chain of Thought (CoT) Metadata Category: Reasoning Technique: Chain of Thought Model Tested: All models (especially beneficial for smaller models) Contributor: User-50h100a, community adoption Status: Proven technique Purpose Force the LLM to “think through” a response step-by-step before g... ]]></description>
    <pubDate>Sat, 24 Jan 2026 11:43:53 GMT</pubDate>
  </item><item>
    <title>query-formulation-hyde</title>
    <link>https://valaery.github.io/llm-world-engine/prompts/retrieval/query-formulation-hyde</link>
    <guid>https://valaery.github.io/llm-world-engine/prompts/retrieval/query-formulation-hyde</guid>
    <description><![CDATA[ Prompt: Query Formulation (HyDE for RAG) Metadata Category: Retrieval (RAG) Technique: HyDE (Hypothetical Document Embeddings) + Hypothetical Questions Model Tested: GPT-3.5, GPT-4, sentence-transformers (all-MiniLM-L6-v2) Contributor: User-veritasr Status: Proven (production in ReallmCraft) Impleme... ]]></description>
    <pubDate>Sat, 24 Jan 2026 11:43:53 GMT</pubDate>
  </item><item>
    <title>narration-engine-system</title>
    <link>https://valaery.github.io/llm-world-engine/prompts/system/narration-engine-system</link>
    <guid>https://valaery.github.io/llm-world-engine/prompts/system/narration-engine-system</guid>
    <description><![CDATA[ System Prompt: Narration Engine Purpose Base system prompt that defines the LLM’s role as a narration engine for game content. ]]></description>
    <pubDate>Sat, 24 Jan 2026 11:43:53 GMT</pubDate>
  </item><item>
    <title>few-shot-examples</title>
    <link>https://valaery.github.io/llm-world-engine/prompts/techniques/few-shot-examples</link>
    <guid>https://valaery.github.io/llm-world-engine/prompts/techniques/few-shot-examples</guid>
    <description><![CDATA[ Technique: Few-Shot Prompting Overview Few-shot prompting provides the LLM with examples of desired input/output pairs before asking it to perform the task. ]]></description>
    <pubDate>Sat, 24 Jan 2026 11:43:53 GMT</pubDate>
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