Deep research

The CLI has two modes: a market snapshot and a full multi-agent research run. The snapshot needs no LLM key. The full run requires a configured API key and takes longer.

Choose a mode first

Before running an aipa command, ask whether the user wants:

• Fast research: fetch a snapshot, then investigate relevant tickers and sectors with the available tools or parallel agents.
• Full pipeline: run aipa deep-research --run, which executes the CLI's supervisor, worker, aggregator, and review stages.

Skip the question only when the user explicitly names a mode. Do not start the full pipeline without the user's choice.

Commands