ucsc-vlaa/visualclaw/option-elimination-by-accuracy

Claude Code and agent skill by ucsc-vlaa/visualclaw

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When uncertain between options, systematically eliminate choices that contain factually incorrect elements about the video content, even if other parts seem plausible.

Install

npx vskill@latest install ucsc-vlaa/visualclaw/option-elimination-by-accuracy

SKILL.md

Eliminate Factually Incorrect Options

  1. For each option, identify any claims about video content (actions, objects, relationships).
  2. Verify each claim against what you observe in the video:
  • Is this action actually shown? (e.g., "consuming flowers" vs. "stringing flowers")
  • Is this object actually present? (e.g., "vase" vs. "bag")
  • Is this relationship accurate? (e.g., "conversation" vs. "playing cards")
  1. Eliminate any option with even one factually incorrect element.
  2. Among remaining options, select the most precise match.

Example: Option B says "puts them in a vase" but video shows flowers being strung. Eliminate B. Option E says "puts them on a string" — this is factually correct, so select E.

Anti-pattern: Selecting an option that sounds reasonable or well-written without verifying its factual accuracy against the actual video content. Always prioritize correctness over plausibility.

Security

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Source

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57
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4
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25

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