{
 "schema_version": 1,
 "generated": "2026-10-20",
 "repo": "finna/Finn-loop",
 "name": "Finn-loop",
 "owner": "finna",
 "slug": "finna-finn-loop",
 "github": "https://github.com/finna/Finn-loop",
 "what": "Finn-loop is a set of three Claude Code skills that use Linear and GitHub to run a small, human-gated loop from spec to build to review, with a human making the merge.",
 "why": "",
 "language": "JavaScript",
 "requirements": [
  "A Git repository hosted on GitHub with a working origin remote",
  "Claude Code 2.1.71 or newer",
  "A Linear workspace and team with the Linear connector enabled in Claude Code",
  "The GitHub CLI (gh) authenticated with write access to the target repo",
  "At least one required GitHub status check if you want fully automated loop-approved verdicts"
 ],
 "audience_note": "Built for developers and small teams who already use Claude Code, Linear, and GitHub and want agents to draft specs, build PRs, and review them before a human merges.",
 "risk": "none",
 "section": "earlier",
 "weekly_rank": null,
 "category": "Software and DevOps",
 "url": "https://dedupedai.com/use-cases/finna-finn-loop/",
 "use_case_count": 4,
 "use_cases": [
  {
   "id": "finna-finn-loop--spec-idea-into-agent-ready-issue",
   "title": "Turn a rough idea into an agent-ready Linear issue",
   "best": true,
   "url": "https://dedupedai.com/use-cases/finna-finn-loop/spec-idea-into-agent-ready-issue/",
   "json": "https://dedupedai.com/use-cases/u/finna-finn-loop/spec-idea-into-agent-ready-issue.json"
  },
  {
   "id": "finna-finn-loop--build-agent-ready-issues-into-prs",
   "title": "Have Claude build queued issues into pull requests",
   "best": false,
   "url": "https://dedupedai.com/use-cases/finna-finn-loop/build-agent-ready-issues-into-prs/",
   "json": "https://dedupedai.com/use-cases/u/finna-finn-loop/build-agent-ready-issues-into-prs.json"
  },
  {
   "id": "finna-finn-loop--review-open-prs-before-merging",
   "title": "Get a verdict on every open PR before merging",
   "best": false,
   "url": "https://dedupedai.com/use-cases/finna-finn-loop/review-open-prs-before-merging/",
   "json": "https://dedupedai.com/use-cases/u/finna-finn-loop/review-open-prs-before-merging.json"
  },
  {
   "id": "finna-finn-loop--install-finn-loop-skills-in-repo",
   "title": "Install the three Finn Loop skills into a GitHub repo",
   "best": false,
   "url": "https://dedupedai.com/use-cases/finna-finn-loop/install-finn-loop-skills-in-repo/",
   "json": "https://dedupedai.com/use-cases/u/finna-finn-loop/install-finn-loop-skills-in-repo.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."
}