# 2534 Ambiguity Resolution 4a7f95ba

> Ambiguity Resolution

- Skill: `tools-only/2534-ambiguity-resolution-4a7f95ba` (Agent Skill, multi-file: 3 files)
- Install (CLI): `npx skillmds@latest add tools-only/2534-ambiguity-resolution-4a7f95ba`
- Raw SKILL.md: https://api.skillmd.com/api/skills/tools-only/2534-ambiguity-resolution-4a7f95ba/raw
- Safety review: pending (external: skill-scanner PASS, skillspector PASS)
- Works with: Claude Code, Claude.ai, OpenAI Codex
- Category: Coding & Dev Tools
- Author: tools-only (https://skillmd.com/u/tools-only)
- Updated: 2026-09-22
- Page: https://skillmd.com/skills/tools-only/2534-ambiguity-resolution-4a7f95ba

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# 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.