Use this skill when working inside the research_mvp tmux runtime with fixed agents (leader, researcher, trainer) and you need to read shared thread messages, inspect per-agent inboxes, delegate tasks between agents, or follow the repository's runtime communication contract. Specifically for the file-backed runtime CLI under research_mvp/runtime_cli.py.
Use this skill when you need to pull, refresh, inspect, or summarize BirdCLEF 2026 Kaggle discussions or public notebooks into the repository. It covers the current Kaggle discussion API path, the Kaggle CLI notebook workflow, the expected output layout under kaggle_info, and fallback guidance when the access path changes.