Required Skills [LOAD BEFORE EXECUTION]

1. [LOAD IF NOT ACTIVE] task-analyzer — task analysis and skill selection (rule-advisor handles remaining skill selection)
2. [LOAD IF NOT ACTIVE] llm-friendly-context — clear prompts, handoffs, and generated artifacts

Spawn rule: every spawn_agent call uses fork_turns="none" so the subagent receives only the task message and explicitly provided context.

Task Execution with Metacognitive Analysis

Task: $ARGUMENTS

Mandatory Execution Process

Step 1: Rule Selection via rule-advisor (REQUIRED)

Spawn rule-advisor agent: "Analyze the task and select appropriate rules for: $ARGUMENTS. Provide context about current situation and prerequisites."

ENFORCEMENT: Skipping rule-advisor produces unguided execution with high failure risk.