FindAll: Entity Discovery

Find: $ARGUMENTS

Full FindAll requires parallel-cli ≥ 0.3.0; the optional entity-search path requires ≥ 0.6.0. If a documented command or option is missing, update through the installation method used for this CLI, then retry. See https://docs.parallel.ai/integrations/cli.

When to use this skill

Use FindAll for a structured list of entities matching a description. Use parallel-web-search for webpages or quick answers, parallel-deep-research for narrative analysis, and parallel-data-enrichment to add fields to a list the user already has.

Default to the comprehensive, asynchronous findall run. It supports match conditions, exclusions, enrichment, evidence, and entity types beyond companies and people. “Find all” does not guarantee exhaustive internet coverage.

Use the synchronous entity-search path only when the user explicitly wants a quick or rough list of companies or people and accepts results without individual verification. Do not choose it just because the entity type is supported. It has no exclusions, generator selection, enrichment, or FindAll condition/enrichment citations.

Step 1: Start and retain the run

Choose an unused, descriptive, run-specific $FILENAME for the saved JSON files. Pass the user's objective as one quoted argument, without shell evaluation.