extract-skill
Reverse-engineer design systems, tokens, and components from live products or screenshots
Use when choosing native or multi-LLM handling for init, review, or security requests
$ npx -y skills add nyldn/claude-octopus --skill skill-native-escalation-routing --agent claude-codeHow it fires
How this skill gets triggered: by you, by Claude, or both.
/skill-native-escalation-routingContext preview
The summary Claude sees to decide when to auto-load this skill.
Use when choosing native or multi-LLM handling for init, review, or security requests
name: skill-native-escalation-routing description: "Use when choosing native or multi-LLM handling for init, review, or security requests" disable-model-invocation: true
> **Host: Codex CLI** — This skill was designed for Claude Code and adapted for Codex. > Cross-reference commands use installed skill names in Codex rather than `/octo:*` slash commands. > Use the active Codex shell and subagent tools. Do not claim a provider, model, or host subagent is available until the current session exposes it. > For host tool equivalents, see `skills/blocks/codex-host-adapter.md`.
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.
Claude-native first:
Octopus for escalation:
Prefer Claude-native behavior when all of the following are true:
Examples:
Escalate when the user asks for or clearly benefits from:
Examples:
Use wording like:
> Claude-native first, Octopus for escalation. Use Claude-native `/review` or `/security-review` for ordinary requests. Use Octopus when you want multiple model opinions, adversarial review, or stricter multi-LLM workflows.
Every AI model has blind spots. Claude Octopus supports twelve external provider integrations — Codex, Antigravity CLI, Copilot, Qwen, Ollama, Perplexity, OpenRouter, OrcaRouter, OpenCode, Cursor CLI, Grok, and Kimi Code — alongside the built-in Claude Code
Repo: nyldn/claude-octopus
Reverse-engineer design systems, tokens, and components from live products or screenshots
Multi-AI requirements scoping using available external providers (Double Diamond Define phase). Priority triggers: octo define, octo scope, co-define,…
Multi-AI validation, scoring, and review using available external providers (Double Diamond Deliver phase)
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Decompose and execute large changes, migrations, or multi-issue fixes in parallel with quality gates