parallel-data-enrichment

Bulk enrichment of company, people, or product data with web-sourced fields like CEO names, funding, and contact info. Enrich: $ARGUMENTS Inform the user that enrichment may take several minutes depending on the number of rows and fields requested. Use ONE of these command patterns (substitute user's actual data): For inline data: For CSV file: If this is a follow-up to a previous research or enrichment task where you know the interaction_id , add context chaining: By chaining interaction_id values across requests, each follow-up automatically has the full context of prior turns — so you can enrich entities discovered in earlier research without restating what was already found. IMPORTANT: Always include --no-wait so the command returns immediately instead of blocking. Parse the output to extract the taskgroup_id , interaction_id , and monitoring URL. Immediately tell the user: Tell them they can background the polling step to continue working while it runs. Use the same target filename from step 1. The --target flag on enrich run does not carry over to the poll — you must pass --output here to save the results.