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burgebj
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skill-native-escalation-routing

Route review and security tasks to Claude-native or Octopus workflows.

Updated Jun 16, 2026
Search Tags:#code review#claude#security review#ai orchestration#multi-llm#workflow routing
One-click install
npx skills add https://github.com/burgebj/claudeoctopus --skill skill-native-escalation-routing-burgebj
Or copy as Structured Prompt for Agent▼
Please help me install this Agent Skill.
Skill: skill-native-escalation-routing
Source: https://github.com/burgebj/claudeoctopus/tree/main/.claude/skills/skill-native-escalation-routing
Command: npx skills add https://github.com/burgebj/claudeoctopus --skill skill-native-escalation-routing-burgebj

SYSTEM DOCUMENTATION & REQUIREMENTS

What problem does it solve?

This Skill prevents unnecessary multi-model escalation by helping users choose Claude-native workflows first while reserving Octopus orchestration for cases where broader AI perspectives add value.

Core Features & Use Cases

  • Native-First Routing: Determines when repository initialization, code review, and security review tasks should use Claude-native capabilities.
  • Escalation Guidance: Identifies situations requiring multi-LLM review, adversarial analysis, provider-specific expertise, or consensus workflows.
  • Use Case: Apply this Skill when a developer requests a review or security assessment and needs guidance on whether a standard Claude workflow is sufficient or a broader Octopus review is warranted.

Quick Start

Ask the skill to route my repository review request using Claude-native capabilities first and escalate only if multiple AI perspectives are needed.

Frequently Asked Questions about skill-native-escalation-routing

High-intent search queries and answers about installing and using this skill.

FAQPage Schema
When should I use multi-LLM orchestration instead of a standard Claude code review?▼

Multi-LLM orchestration is reserved for code review or security review tasks requiring adversarial analysis, provider-specific expertise, or consensus workflows that exceed standard Claude-native capabilities.

How do I route a security review request to the right AI workflow?▼

Route a security review request by applying routing rules that evaluate user intent and task complexity, defaulting to Claude-native workflows and escalating to multi-LLM orchestration only when broader AI perspectives are needed.

What is native-first routing for AI workflow escalation?▼

Native-first routing is an escalation decision process that prioritizes standard Claude capabilities for repository initialization and reviews, preventing unnecessary multi-model escalation until broader perspectives add value.

Do I need routing rules to determine when to escalate tasks to a multi-LLM workflow?▼

Yes, you need routing rules that distinguish standard Claude capabilities from multi-LLM workflows based on user intent and task complexity to make accurate escalation decisions.

How do I prevent unnecessary multi-model escalation during AI code reviews?▼

Prevent unnecessary multi-model escalation by using native-first routing rules that evaluate whether a standard Claude workflow is sufficient for the code review before escalating to broader multi-LLM orchestration.

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