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2534 Ambiguity Resolution 4a7f95ba

ASecurity

**Opus**: Selects the most contextually appropriate interpretation of ambiguous input. Weighs multiple factors silently. **Haiku**: May pick any valid interpretation, often the most literal one. Inconsistent across runs. **Mitigation**: Provide explicit disambiguation rules. ``` If the input could mean X or Y, default to X unless the input explicitly contains [specific signal for Y]. ``` Always enumerate interpretations and assign a default. Haiku will not weigh contextual clues to choose — i...

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  • Added October 11, 2026
tools

Security analysis

A100/100

Scanned October 11, 2026

npx -y skills add tools-only/X-Skills --skill 2534-ambiguity-resolution_4a7f95ba --agent claude-code

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SKILL.md
# Ambiguity Resolution

**Opus**: Selects the most contextually appropriate interpretation of
ambiguous input. Weighs multiple factors silently.

**Haiku**: May pick any valid interpretation, often the most literal one.
Inconsistent across runs.

**Mitigation**: Provide explicit disambiguation rules.

```
If the input could mean X or Y, default to X unless the input
explicitly contains [specific signal for Y].
```

Always enumerate interpretations and assign a default. Haiku will not
weigh contextual clues to choose — it needs a decision rule.

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