General 6,429 installs

FindAll: Entity Discovery

by parallel-web/parallel-agent-skills

Discover entities (companies, people, products, etc.) matching a natural-language description. Use when the user asks to 'find all X' or 'list every Y that…' -…

Skill content

FindAll: Entity Discovery

Find: $ARGUMENTS

Requires parallel-cli ≥ 0.6.0 (the findall entity-search command was added in 0.6.0; the broader findall command was added in 0.3.0). If either errors with no such command or similar, tell the user to run parallel-cli update (or pipx upgrade parallel-web-tools if installed via pipx), then retry.

When to use this skill

Use FindAll when the user wants a structured list of entities matching a description, not webpages or a narrative answer.

User asks for…
Use

"Find all X that…" / "List every Y…"
parallel-findall (this skill)

Webpage results / quick answers / current info
parallel-web-search

Narrative report / analysis / "research X"
parallel-deep-research

Add fields to a list you already have
parallel-data-enrichment

If the user already has a list and just wants to add fields, this is the wrong skill - use parallel-data-enrichment.