AI Model Orchestrator

This skill ensures that the most appropriate and cost-effective intelligence is used for every task.

Capabilities

1. Task Triage

• Analyzes the "Hardness" of a prompt or code task.
• Routes simple tasks (e.g., translation, basic cleanup) to faster/cheaper models.
• Routes complex tasks (e.g., architectural design, deep debugging) to state-of-the-art models.

2. Multi-Provider Fallback

• Automatically switches providers if an API is down or throttled.
• Compares outputs from multiple models for critical tasks (consensus building).

Usage

• "Execute the code review using the most cost-effective model that maintains high precision."
• "Orchestrate a multi-model evaluation of our new security architecture."

Knowledge Protocol

• This skill adheres to the knowledge/orchestration/knowledge-protocol.md. It automatically integrates Public, Confidential (Company/Client), and Personal knowledge tiers, prioritizing the most specific secrets while ensuring no leaks to public outputs.