{
 "schema_version": 1,
 "generated": "2026-10-20",
 "repo": "AhmadHassan-BTed/AutoSwarm-Shadow-Adapter",
 "name": "AutoSwarm-Shadow-Adapter",
 "owner": "AhmadHassan-BTed",
 "slug": "ahmadhassan-bted-autoswarm-shadow-adapter",
 "github": "https://github.com/AhmadHassan-BTed/AutoSwarm-Shadow-Adapter",
 "what": "A Python adapter that lets AutoSwarm agentic DAG tasks pause for a human reviewer or a remote worker without blocking parallel branches, with state kept in SQLite.",
 "why": "",
 "language": "Python",
 "requirements": [
  "A working AutoSwarm install (the README links to HKUDS/AutoSwarm)",
  "Python",
  "A SHADOW_JWT_SECRET of at least 32 characters",
  "Access to a local model server (Ollama) or an API key for Anthropic or OpenAI, depending on the use case"
 ],
 "audience_note": "Teams running AutoSwarm company workflows who need human sign-off or remote workers in the loop.",
 "risk": "none",
 "section": "earlier",
 "weekly_rank": null,
 "category": "Work and operations",
 "url": "https://dedupedai.com/use-cases/ahmadhassan-bted-autoswarm-shadow-adapter/",
 "use_case_count": 4,
 "use_cases": [
  {
   "id": "ahmadhassan-bted-autoswarm-shadow-adapter--pause-legal-review-for-human-signoff",
   "title": "Pause a legal review step for human sign-off",
   "best": true,
   "url": "https://dedupedai.com/use-cases/ahmadhassan-bted-autoswarm-shadow-adapter/pause-legal-review-for-human-signoff/",
   "json": "https://dedupedai.com/use-cases/u/ahmadhassan-bted-autoswarm-shadow-adapter/pause-legal-review-for-human-signoff.json"
  },
  {
   "id": "ahmadhassan-bted-autoswarm-shadow-adapter--run-local-gpu-worker-for-dev-seat",
   "title": "Serve a developer seat from a local GPU model",
   "best": false,
   "url": "https://dedupedai.com/use-cases/ahmadhassan-bted-autoswarm-shadow-adapter/run-local-gpu-worker-for-dev-seat/",
   "json": "https://dedupedai.com/use-cases/u/ahmadhassan-bted-autoswarm-shadow-adapter/run-local-gpu-worker-for-dev-seat.json"
  },
  {
   "id": "ahmadhassan-bted-autoswarm-shadow-adapter--fill-qa-seat-with-remote-openai-key",
   "title": "Fill a QA seat with a remote OpenAI key",
   "best": false,
   "url": "https://dedupedai.com/use-cases/ahmadhassan-bted-autoswarm-shadow-adapter/fill-qa-seat-with-remote-openai-key/",
   "json": "https://dedupedai.com/use-cases/u/ahmadhassan-bted-autoswarm-shadow-adapter/fill-qa-seat-with-remote-openai-key.json"
  },
  {
   "id": "ahmadhassan-bted-autoswarm-shadow-adapter--embed-custom-agent-as-shadow-worker",
   "title": "Plug a private agent into the shadow queue",
   "best": false,
   "url": "https://dedupedai.com/use-cases/ahmadhassan-bted-autoswarm-shadow-adapter/embed-custom-agent-as-shadow-worker/",
   "json": "https://dedupedai.com/use-cases/u/ahmadhassan-bted-autoswarm-shadow-adapter/embed-custom-agent-as-shadow-worker.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."
}