agent-initialization

# Agent Initialization This skill initializes an agent's settings from a user requirement — plain files in the target agent's directory. ## Before you start If the user's message only invokes this skill (e.g. "use agent-initialization skill") without a concrete requirement, ask the user what agent they want and what it should do. But when the requirement is already concrete — even a single sentence like "an expert that answers questions about X" — do **not** ask follow-up questions: derive the role and rules from that sentence, apply the defaults below, and list your assumptions in the final reply. ## Resolve the inherited runtime Treat the current Agent as the **Builder**. Resolve the runtime before creating a new Agent: - `provider` and `model_id` are one complete pair. If the user explicitly supplies both, use that pair. If the user supplies neither, inherit the current Builder Session's `Provider` and `Model ID` from the Environment. Reject a half pair. - `thinking_level` is independent. If the user explicitly supplies it, use that value. Otherwise read `model.thinking_level` from the Builder's own `agent_state/system_config.yaml`; when the field is absent, use the normal Agent-config default `medium`. Write the resolved `thinking_level` into a brand-new target Agent's `model.thinking_level`, preserving all other copied `model` fields. Penguin does not persist `provider` or `model_id` in Agent State, so never add either field to `system_config.yaml`. When the same ...