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Skills Overview

Skills are instruction packages that turn recurring workflows into predictable agent behavior.

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What a Skill Contains

A skill typically defines:

• Name and summary metadata
• Triggering context
• Workflow instructions
• Required tools/sources (where applicable)
• Output expectations

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Runtime Selection

At runtime OMNI:

1. Builds or loads built-in skill index
2. Scores skills against prompt intent
3. Selects top active skills
4. Injects skill instructions into agent context

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Skill Sources

• Built-in: packages/skills/skills/*
• User/session-managed: backend skill store APIs

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Precedence Model

OMNI prioritizes explicit and high-confidence skill matches over broad generic instructions. When multiple skills match, selection is constrained by relevance and configured limits.

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Skill Quality Rules

High-quality skills should:

• Be specific about data sources and tools
• Define clear output shape
• Include edge-case handling
• Prefer deterministic tool calls before free-form reasoning

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Troubleshooting

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Wrong skill selected

Narrow prompt intent and include explicit task framing.

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Skill uses unavailable tools

Check tool preset, permission mode, and source availability.

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Output too generic

Strengthen skill-level output contract and required sections.