cyberneticlibrary

Force multi-provider parallel execution

multicommandsetup L23,483
nyldn/claude-octopus
What it does

Force multi-provider parallel execution with cost awareness

Best for

Getting comprehensive perspectives from multiple AI models on high-stakes decisions.

Inputs
  • · Task description
  • · Intent (high-stakes / validation / learning / exploration)
Outputs
  • · Multi-provider synthesis: consensus, divergence, resolution, minority opinions
Requires
  • · Codex CLI
  • · Gemini CLI
  • · External AI provider APIs
Preconditions
  • · External providers configured (Codex, Gemini)
  • · API credits available
Failure modes
  • · No external providers available
  • · Provider API rate limit
  • · Cost misunderstanding
Trust signals
  • · Cost confirmation before execution
  • · Adversarial synthesis (not concatenation)
  • · Minority opinion preservation