{
 "schema_version": 1,
 "generated": "2026-10-20",
 "repo": "strands-labs/strands-decider",
 "name": "strands-decider",
 "owner": "strands-labs",
 "slug": "strands-labs-strands-decider",
 "github": "https://github.com/strands-labs/strands-decider",
 "what": "Strands Decider is a small, fast decision model that picks between options, answers yes or no, or rates text on a scale, with a confidence score on each answer.",
 "why": "",
 "language": "Python",
 "requirements": [
  "Python with pip to install the strands-decider package",
  "A machine that can run a 2B model: a CUDA GPU, an Apple-silicon Mac, or CPU",
  "Text inputs you want to classify, route, or score"
 ],
 "audience_note": "Developers and agent builders who need quick, cheap classification or scoring inside an agentic workflow, without training a classifier.",
 "risk": "none",
 "section": "earlier",
 "weekly_rank": null,
 "category": "Work and operations",
 "url": "https://dedupedai.com/use-cases/strands-labs-strands-decider/",
 "use_case_count": 4,
 "use_cases": [
  {
   "id": "strands-labs-strands-decider--route-tickets-to-a-team",
   "title": "Route support messages to the right team",
   "best": true,
   "url": "https://dedupedai.com/use-cases/strands-labs-strands-decider/route-tickets-to-a-team/",
   "json": "https://dedupedai.com/use-cases/u/strands-labs-strands-decider/route-tickets-to-a-team.json"
  },
  {
   "id": "strands-labs-strands-decider--flag-urgent-messages-yes-no",
   "title": "Flag messages that convey urgency",
   "best": false,
   "url": "https://dedupedai.com/use-cases/strands-labs-strands-decider/flag-urgent-messages-yes-no/",
   "json": "https://dedupedai.com/use-cases/u/strands-labs-strands-decider/flag-urgent-messages-yes-no.json"
  },
  {
   "id": "strands-labs-strands-decider--score-tone-over-http",
   "title": "Serve a scorer that other services can call",
   "best": false,
   "url": "https://dedupedai.com/use-cases/strands-labs-strands-decider/score-tone-over-http/",
   "json": "https://dedupedai.com/use-cases/u/strands-labs-strands-decider/score-tone-over-http.json"
  },
  {
   "id": "strands-labs-strands-decider--check-form-images",
   "title": "Check a form image for a filled-in field",
   "best": false,
   "url": "https://dedupedai.com/use-cases/strands-labs-strands-decider/check-form-images/",
   "json": "https://dedupedai.com/use-cases/u/strands-labs-strands-decider/check-form-images.json"
  }
 ],
 "disclaimer": "Third-party repos we don't own or vouch for. AI-generated use cases can be wrong: review everything and run at your own risk."
}