{
 "schema_version": 1,
 "generated": "2026-10-20",
 "repo": "UditAkhourii/quicksilver",
 "name": "quicksilver",
 "owner": "UditAkhourii",
 "slug": "uditakhourii-quicksilver",
 "github": "https://github.com/UditAkhourii/quicksilver",
 "what": "Quicksilver is a Claude Code skill that hands bulk yes/no, label, and ranking judgments to Jev, a separate model, so Claude reads less and spends fewer tokens.",
 "why": "",
 "language": "JavaScript",
 "requirements": [
  "Claude Code installed",
  "Node 18 or later",
  "A Jev key from console.typesafe.ai",
  "Content you are allowed to send to TypeSafe's API"
 ],
 "audience_note": "Written for developers and AI agents who use Claude Code on large codebases, logs, or batches of text and want to cut token use.",
 "risk": "none",
 "section": "earlier",
 "weekly_rank": null,
 "category": "Software and DevOps",
 "url": "https://dedupedai.com/use-cases/uditakhourii-quicksilver/",
 "use_case_count": 4,
 "use_cases": [
  {
   "id": "uditakhourii-quicksilver--shortlist-files-by-concern",
   "title": "Shortlist the files that handle a concern before Claude reads them",
   "best": true,
   "url": "https://dedupedai.com/use-cases/uditakhourii-quicksilver/shortlist-files-by-concern/",
   "json": "https://dedupedai.com/use-cases/u/uditakhourii-quicksilver/shortlist-files-by-concern.json"
  },
  {
   "id": "uditakhourii-quicksilver--triage-long-log-for-failures",
   "title": "Find the real failures in a long log without reading every line",
   "best": false,
   "url": "https://dedupedai.com/use-cases/uditakhourii-quicksilver/triage-long-log-for-failures/",
   "json": "https://dedupedai.com/use-cases/u/uditakhourii-quicksilver/triage-long-log-for-failures.json"
  },
  {
   "id": "uditakhourii-quicksilver--route-bulk-items-by-label",
   "title": "Sort a batch of tickets or issues into labels in one pass",
   "best": false,
   "url": "https://dedupedai.com/use-cases/uditakhourii-quicksilver/route-bulk-items-by-label/",
   "json": "https://dedupedai.com/use-cases/u/uditakhourii-quicksilver/route-bulk-items-by-label.json"
  },
  {
   "id": "uditakhourii-quicksilver--locate-where-feature-lives",
   "title": "Find where a feature lives in a large codebase or file",
   "best": false,
   "url": "https://dedupedai.com/use-cases/uditakhourii-quicksilver/locate-where-feature-lives/",
   "json": "https://dedupedai.com/use-cases/u/uditakhourii-quicksilver/locate-where-feature-lives.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."
}