Agent Skills
› nyldn/claude-octopus
› skill-native-escalation-routing
skill-native-escalation-routing
GitHub用于在代码初始化、审查或安全审计场景中，根据需求复杂度决定优先使用原生LLM还是多模型协作（Octopus）进行任务路由与执行。
Trigger Scenarios
用户请求代码仓库初始化
用户请求代码审查
用户请求安全审查
需要多模型意见或对抗性审查时
Install
npx skills add nyldn/claude-octopus --skill skill-native-escalation-routing -g -y
SKILL.md
Frontmatter
{
"name": "skill-native-escalation-routing",
"description": "Use when choosing native or multi-LLM handling for init, review, or security requests",
"disable-model-invocation": true
}
Native-First Escalation Routing
Use this skill when the user asks for repository initialization, code review, or security review and it is not yet clear whether Claude-native behavior is sufficient or whether Octopus escalation is warranted.
Core Policy
Claude-native first:
/init/review/security-review
Octopus for escalation:
/octo:review/octo:security/octo:debate/octo:multi
Route to Claude-Native First
Prefer Claude-native behavior when all of the following are true:
- the request maps directly to init, review, or security review
- the user did not ask for multiple model opinions
- the user did not ask for Codex, Antigravity, or another provider explicitly
- the task does not require adversarial debate, consensus scoring, or external-provider specialization
Examples:
- "initialize this repo"
- "review my staged changes"
- "security review this auth module"
Escalate to Octopus
Escalate when the user asks for or clearly benefits from:
- multiple model opinions
- adversarial review
- debate between providers
- provider-specific analysis
- autonomous codegen verification
- elevated rigor for complex or high-risk work
Examples:
- "get multiple model opinions on this PR"
- "have Codex and Antigravity review this architecture"
- "do an adversarial security review"
- "verify this AI-generated implementation before merge"
Execution Guidance
- If Claude-native is sufficient, do not wrap the task in Octopus unnecessarily.
- If the user explicitly invokes
/octo:reviewor/octo:security, treat that as an escalation request. - If the request is ambiguous, prefer Claude-native first and mention Octopus as the escalation path.
Suggested User Framing
Use wording like:
Claude-native first, Octopus for escalation. Use Claude-native
/reviewor/security-reviewfor ordinary requests. Use Octopus when you want multiple model opinions, adversarial review, or stricter multi-LLM workflows.
Version History
- 242e51d Current 2026-08-20 09:30
