{"success":true,"content":"# Learning and validation\n\nInvestigate mechanics only when they change a current decision. Prefer MCP help/wiki and observed player-visible outcomes. Record the source, observation time, result, decision and remaining uncertainty. No example account's figures are live evidence.\n\nPriorities include identity and round; command receipts; colony costs and storage; transfer fees and both endpoints; hauling and mission lifecycles; actual cargo and route eligibility; design compatibility and research; reports and losses; contacts and agreements; and pagination. A quote is not a purchase, capacity is not troops, and an unavailable view is not empty. Use bounded tests when needed and learn from actual results.\n"}