45 lines
907 B
Markdown
45 lines
907 B
Markdown
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---
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name: bias-detector
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description: Identifies potential cultural, gender, or socioeconomic bias in assessment items and educational content.
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---
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# bias-detector
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## Capabilities
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- Scan for biased language
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- Flag culturally specific references
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- Check for stereotype reinforcement
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- Suggest neutral alternatives
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## Usage
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Use this skill when:
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- Reviewing all new items
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- Preparing assessment for diverse audience
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- Ensuring content fairness
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## Input
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Assessment items or educational content text.
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## Output
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Bias analysis report with:
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- Flagged items with bias type
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- Explanation of bias concern
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- Suggested neutral alternatives
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- Overall fairness assessment
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## Limitations
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- Bias detection is heuristic-based
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- Cannot detect all forms of bias
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- Cultural context awareness is limited
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- Does not replace human review
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## Assumptions
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- Content is in English
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- Target audience diversity is considered
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