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Claude Octopus
par 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.
Pourquoi l'utiliser
Fonctionnalités clés
- 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
Démo en direct
Aperçu en pratique
prêt
Cas d'usage
Usages concrets : Claude Octopus
Quand l'utiliser : You're about to commit to an architecture and want a second (and third, and fourth) opinion.
Déroulement
-
Brief
Provide the design doc + question.✓ Copié
→ Octopus dispatches to N models
-
Read disagreements
Skim only where models disagree.✓ Copié
→ Real risks surface
-
Decide
Resolve disagreements with a focused follow-up.✓ Copié
→ Documented decision
Résultat : Decision made with explicit awareness of where models disagree.
Combinaisons
Associez-le à d'autres MCPs pour un effet 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✓ Copié
Coût et limites
Coût d'exécution
- Quota d'API
- Per-provider limits
- Tokens par appel
- N × normal
- Monétaire
- Pay-per-call across providers
- Astuce
- Set the cost cap; use cheap models for the panel and one premium
Sécurité
Permissions, secrets, portée
Portées minimales : multi-provider keys
Stockage des identifiants : API keys per provider in env
Sortie de données : Each configured provider
Ne jamais accorder : ship customer data through every provider blindly — review egress
Dépannage
Erreurs courantes et correctifs
One provider 401s
Octopus continues with the rest; log shows which key
Alternatives
Claude Octopus vs autres
| Alternative | Quand l'utiliser | Compromis |
|---|
| Single-model with self-critique | Cost-sensitive | Misses provider-specific blindspots |