{
 "schema_version": 1,
 "generated": "2026-10-24",
 "id": "segfault42-heliosgen--automate-repeat-generation-runs",
 "repo": "SegFault42/HeliosGen",
 "repo_url": "https://github.com/SegFault42/HeliosGen",
 "repo_slug": "segfault42-heliosgen",
 "title": "Automate repeated generation runs",
 "page_title": "How to automate repeated generation runs with Helios Gen",
 "summary": "Use automations on the canvas to rerun pipelines for new inputs.",
 "who": "A social media manager generating weekly visuals.",
 "problem": "Repeating the same generation steps each week is tedious.",
 "outcome": "A pipeline that reruns with new inputs.",
 "steps": [
  "Build a working canvas",
  "Add an automation to the pipeline",
  "Swap in new prompts or reference images",
  "Run and collect outputs"
 ],
 "agent_prompt": "Add an automation to my HeliosGen canvas that reruns it for <list of prompts>, then list the outputs per prompt.",
 "agents": [
  "any"
 ],
 "difficulty": "Intermediate",
 "time": "30 minutes",
 "basis": "readme",
 "caveat": "Generation costs depend on the model providers you connect.",
 "category": "Content",
 "tags": [
  "Content"
 ],
 "lang": "typescript",
 "requirements": [
  "macOS on Apple silicon for the published build",
  "Node.js to build from source",
  "Model access, such as Codex for some image generation paths"
 ],
 "risk": "none",
 "seen_in_the_wild": false,
 "mentioned_publicly": false,
 "risks": [],
 "best": false,
 "score": 0.8,
 "evidence": [],
 "url": "https://dedupedai.com/use-cases/segfault42-heliosgen/automate-repeat-generation-runs/",
 "md": "https://dedupedai.com/use-cases/segfault42-heliosgen/automate-repeat-generation-runs/index.md",
 "disclaimer": "Deduped lists open-source repositories that belong to other people. We do not own, maintain, audit, or vouch for any of them, and a repo appearing here is not an endorsement or a safety check. The use cases, steps, and prompts are written by AI and may be incomplete, outdated, or just wrong. Where a use case is marked \"Seen in the wild\", we link to public posts where someone described something similar, but we have not verified those posts and the use case itself is still our AI's own write-up. Use all of this at your own risk. Only run code, commands, or agents on systems and accounts you are authorized to use, and read the code and every command before you run it, especially anything that touches credentials, files, or the network. Nothing here is professional, security, legal, or financial advice. All trademarks and project names belong to their respective owners, and their use here does not imply affiliation. Content is provided as is, without warranties of any kind. Found a mistake, a safety problem, or something you want removed? Email hello@dedupedai.com and we will look at it promptly.",
 "api": "https://dedupedai.com/api/v1/usecases/segfault42-heliosgen--automate-repeat-generation-runs.json",
 "api_version": "v1"
}