Stop writing essays to Claude and GPT. Start using XML tags (My workfl
<!-- SC_OFF --><div class="md"><p>I still see people talking to LLMs like they are human interns. They write massive blocks of text saying,...
Structured JSON Schema
Use with automated API pipelines, LangChain, or custom image generators
{
"prompt": "<!-- SC_OFF --><div class=\"md\"><p>I still see people talking to LLMs like they are human interns. They write massive blocks of text saying, "Please write a blog post, and also make sure you don&;t use these words, and remember our target audience is."</p> <p>When you do this, the model&;s attention mechanism gets messy. It starts blending your context with your actual instructions, and inevitably ignores half of your rules.</p> <p>If you are using AI for actual work and not just brainstorming, you need to structure your prompts. The easiest way to get predictable, zero-hallucination outputs—especially with Claude models—is using basic XML tags.</p> <p>Instead of writing a paragraph, break your",
"model": "Claude 3.7 Sonnet",
"aspect_ratio": "1:1",
"category": "Engineering & Strategy",
"content_type": "text_prompt",
"surface": "text_library",
"quality_score": 84,
"provenance": "COMMUNITY_PROMPT"
}
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