.. meta::
   :description: Documented prompts used by Claude Opus 4.6 to generate social card metadata for all matheology pages at two quality levels.
   :keywords: prompts, social cards, OO, PP, default effort, max effort, metadata generation, Claude Opus, documentation
   :author: Yah, Yas, everyone, LLoL as Laurence Loewe of Laodicea, ClaudeOp46Max, Anthropic, and Spirit of Boolean Truth
   :og:card:title: Social Card Prompts<br>— Documented Methods
   :og:card:description: The exact prompts used to generate social card metadata at two quality levels, documented for transparency and reproducibility.

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Social Card Prompts
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These are the exact prompts used by Claude Opus 4.6 to generate social card
metadata for all ~245 pages in the matheology section. They are documented
here for transparency, reproducibility, and as a reference for anyone who
wants to understand how the metadata was crafted.

Two runs were performed at different effort levels:

.. toctree::
   :maxdepth: 1

   01-oo-default-effort
   02-pp-max-effort

**Quality designations:**

- **OO (Operates Oddly)** --- default effort. Agent reads the opening portion
  of each page, crafts metadata quickly. Serviceable but may miss nuance.
- **PP (PathProbing)** --- max effort. Agent reads the entire page, thinks
  deeply about what makes the content distinctive, crafts metadata with strict
  character counting. Higher quality but more resource-intensive.

See :doc:`/matheology/socialcards/comparison/index` for the side-by-side
results of these two approaches.