● Сообщество
nyldn
🔑 Нужен свой ключ
Claude Octopus
автор nyldn · nyldn/claude-octopus
Run up to 8 models in parallel on the same task; surface where they disagree — that's where your blindspot is.
Octopus is a multi-model orchestration skill: define a task, it dispatches to N model providers, then highlights consensus and disagreement. Useful for research, design review, and plan critique where one model can have a confident-but-wrong opinion.
Зачем использовать
Ключевые функции
- Up to 8 models in parallel
- Disagreement highlighting
- Cost guard (caps spend per run)
- Supports Anthropic, OpenAI, Google, xAI, etc.
- Output is a single decision-aid Markdown
Живое демо
Как выглядит на практике
готово
Сценарии использования
Реальные сценарии: Claude Octopus
Когда использовать: You're about to commit to an architecture and want a second (and third, and fourth) opinion.
Поток
-
Brief
Provide the design doc + question.✓ Скопировано
→ Octopus dispatches to N models
-
Read disagreements
Skim only where models disagree.✓ Скопировано
→ Real risks surface
-
Decide
Resolve disagreements with a focused follow-up.✓ Скопировано
→ Documented decision
Итог: Decision made with explicit awareness of where models disagree.
Комбинации
Сочетайте с другими MCP — эффект x10
Use Octopus on the proposed plan, then flow-next executes the agreed-on version
Combine claude-octopus with flow-next-skill: Use Octopus on the proposed plan, then flow-next executes the agreed-on version✓ Скопировано
Стоимость и лимиты
Во что обходится
- Квота API
- Per-provider limits
- Токенов на вызов
- N × normal
- Деньги
- Pay-per-call across providers
- Совет
- Set the cost cap; use cheap models for the panel and one premium
Безопасность
Права, секреты, радиус поражения
Минимальные скоупы: multi-provider keys
Хранение учётных данных: API keys per provider in env
Исходящий трафик: Each configured provider
Никогда не давайте: ship customer data through every provider blindly — review egress
Устранение неполадок
Частые ошибки и исправления
One provider 401s
Octopus continues with the rest; log shows which key
Альтернативы
Claude Octopus в сравнении
| Альтернатива | Когда использовать | Компромисс |
|---|
| Single-model with self-critique | Cost-sensitive | Misses provider-specific blindspots |