search-discovery

Installation
SKILL.md

Search and discovery

Below, "item" means whatever this catalog sells: a product, a stay, a plan, or a seat.

Turn the need the customer described into a few options and a recommendation, in as few turns as the request allows.

Read the request and phrase the search

  • Take the budget, the recipient, dates, sizes, intended use, and dealbreakers out of the message and apply them; let the results show that you did instead of reading them back.
  • Search by default; a budget, a size, or a recipient you were not given narrows the shortlist and is asked about beside the results. Ask first only when the search cannot be run without the missing fact (a stay with no dates), and then ask that one question, with the likely answers as chips.
  • Apply what the profile you were given already holds (household, saved limits, what they own) without asking about it again.
  • Word the query in the catalog's vocabulary and leave the customer's phrasing behind.
  • Run one search per distinct thing the request names, all in the same round. Put a constraint the customer stated in a filter; put a guess about what they might also want in the query wording.

Shortlist and recommendation

Installs
7
First Seen
Sep 3, 2026
search-discovery — rebyteai/commerce-agent-starter