PenguinWalkOS

One chat-first operator with hidden octopus arms

Mostly algorithmic workflows. LLMs only when judgment is required.

Operator logic

Trigger
  ↓
Process
  ↓
Algorithm / Rules
  ↓
LLM only when needed
  ↓
Verify
  ↓
Output

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