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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 que usar
Principais recursos
- 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 ao vivo
Como fica na prática
pronto
Casos de uso
Usos do mundo real: Claude Octopus
Quando usar: You're about to commit to an architecture and want a second (and third, and fourth) opinion.
Fluxo
-
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.
Combinações
Combine com outros MCPs para 10× de alavancagem
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
Custo e limites
O que custa rodar
- Cota de API
- Per-provider limits
- Tokens por chamada
- N × normal
- Monetário
- Pay-per-call across providers
- Dica
- Set the cost cap; use cheap models for the panel and one premium
Segurança
Permissões, segredos, alcance
Escopos mínimos: multi-provider keys
Armazenamento de credenciais: API keys per provider in env
Saída de dados: Each configured provider
Nunca conceda: ship customer data through every provider blindly — review egress
Solução de problemas
Erros comuns e correções
One provider 401s
Octopus continues with the rest; log shows which key
Alternativas
Claude Octopus vs. outros
| Alternativa | Quando usar | Troca |
|---|
| Single-model with self-critique | Cost-sensitive | Misses provider-specific blindspots |