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Claude Octopus
por 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.
Por qué usarlo
Características clave
- 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
Demo en vivo
Cómo se ve en la práctica
listo
Casos de uso
Usos del mundo real: Claude Octopus
Cuándo usarlo: You're about to commit to an architecture and want a second (and third, and fourth) opinion.
Flujo
-
Brief
Provide the design doc + question.✓ Copiado
→ Octopus dispatches to N models
-
Read disagreements
Skim only where models disagree.✓ Copiado
→ Real risks surface
-
Decide
Resolve disagreements with a focused follow-up.✓ Copiado
→ Documented decision
Resultado: Decision made with explicit awareness of where models disagree.
Combinaciones
Combínalo con otros MCPs para multiplicar por 10
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✓ Copiado
Coste y límites
Lo que cuesta ejecutarlo
- Cuota de API
- Per-provider limits
- Tokens por llamada
- N × normal
- Monetario
- Pay-per-call across providers
- Consejo
- Set the cost cap; use cheap models for the panel and one premium
Seguridad
Permisos, secretos, alcance
Ámbitos mínimos: multi-provider keys
Almacenamiento de credenciales: API keys per provider in env
Salida de datos: Each configured provider
No conceder nunca: ship customer data through every provider blindly — review egress
Resolución de problemas
Errores comunes y soluciones
One provider 401s
Octopus continues with the rest; log shows which key
Alternativas
Claude Octopus vs otros
| Alternativa | Cuándo usarla | Contrapartida |
|---|
| Single-model with self-critique | Cost-sensitive | Misses provider-specific blindspots |