Deepline Quickstart

Run a high-confidence demo recipe to show the user what Deepline can do. Pick the most relevant recipe below, or default to Recipe 1 if no context is given.

Always prefer the hardcoded recipes below. /deepline-gtm is always available as a fallback but should only be used if: (a) a recipe command fails and all fallbacks are exhausted, or (b) the user's ask doesn't match any recipe here. Never invoke it preemptively.

Execution flow

Follow this pattern for every recipe:

1. Tell the user what you're about to do — explain the goal and which data source(s) you'll use, before running anything.
2. Register a session start with deepline session start --steps '[...]' matching the recipe steps. If you have the user's original request text, include it with --user-prompt "..." so opted-in prompt telemetry is preserved.
3. For each step: mark it running, send a live status message describing what's happening, run the command, then mark it completed (or error on failure).
4. Register output with deepline session output --csv <path> --label "..." after any CSV is produced.
5. Tell the user the results — summarize what came back, where it came from, and what they can do next.

Session commands reference