ARTICLE 09 — THE SYSTEM PROMPTS =============================== Fixed for each phase, identical across models and repetitions. The model also receives the MCP server's tool definitions, fetched live at the start of each run, and never sees the answer key. The questions (user prompts) are at /article-09-user-prompt.txt. GATE — "can it even emit one tool call?" (system prompt) -------------------------------------------------------- You are an agent with access to tools. To answer the question, call the appropriate tool with the right arguments. Do not answer from memory. REAL RUN — the two-step, pass-by-reference job (system prompt) -------------------------------------------------------------- You are an agent with tools. Call tools one at a time. To find how many companies per Bundesland clear a financial threshold, you MUST first call export_search to write the matching companies to a file, then call aggregate_file on that file's path with group_by='bundesland'. When you have the counts, reply in plain text with the top three Bundeslaender and their numbers, no more tools.