{"adoption": {"forks": 526, "observed_at": "2026-08-28T04:06:30.881876+00:00", "stars": 2251}, "canonical_url": "https://ross.abutalabs.com/products/youtube-shorts-pipeline", "card": {"archived": false, "artifact_type": "cli-tool", "description": "Automated YouTube Shorts pipeline: news → script → AI visuals → voiceover → captions → upload", "domain": ["media", "artificial-intelligence", "social-media"], "enriched": true, "function": ["workflow-automation", "llm-inference", "tts", "video-processing", "speech-recognition", "image-processing", "web-scraping"], "health_score": 91, "homepage": "https://verticals.gg", "language": "Python", "license": "MIT", "license_family": "permissive", "maturity": "active", "member_repos": ["rushindrasinha/youtube-shorts-pipeline"], "name": "rushindrasinha/youtube-shorts-pipeline", "platform": ["python", "cli"], "pushed_at": "2026-06-09T23:55:00+00:00", "repo": "rushindrasinha/youtube-shorts-pipeline", "stars": 2251, "tags": ["youtube-shorts", "content-creation", "ai-video", "elevenlabs", "whisper", "ffmpeg", "faceless-video", "content-pipeline", "automation", "macos"], "topics": ["ai-video", "automation", "claude", "content-creation", "elevenlabs", "ffmpeg", "python", "whisper", "youtube", "youtube-shorts"], "urls": [], "use_cases": ["generate youtube shorts automatically from a topic", "create faceless ai videos for youtube", "automate news-to-shorts video pipeline", "ai voiceover and captions for short videos", "auto-upload ai generated videos to youtube", "make vertical videos for any niche with ai"], "what_it_is": "Verticals v3 (repo youtube-shorts-pipeline) is a Python CLI that automates producing and publishing YouTube Shorts: it researches a topic, writes a script, generates AI b-roll and thumbnails, records voiceover, burns captions, assembles with ffmpeg, and uploads. Niche profiles tune tone, visuals, music, and captions per content vertical.", "when_to_avoid": ["you need TikTok/Reels/X upload - not shipped yet", "you want a GUI - only a CLI exists today", "you need Docker or Colab deployment - roadmap only"], "when_to_choose": ["you want fully automated topic-to-published YouTube Shorts", "you need niche-tuned scripts, visuals, and captions", "you want multi-provider LLM/TTS flexibility including local Ollama and free Edge TTS"]}, "data_as_of": "2026-08-30T08:39:29.467469+00:00", "members": [{"path": "/products/youtube-shorts-pipeline", "repo": "rushindrasinha/youtube-shorts-pipeline", "role": "main", "score": 61}], "provenance": {"archived": {"kind": "observed", "observed_at": "2026-08-28T04:06:30.881876+00:00", "source": "github"}, "artifact_type": {"confidence": null, "enriched_at": "2026-08-30T02:43:51.108160+00:00", "kind": "inferred", "prompt_version": 1, "sources": [{"content_hash": "4928a2ad6f4eb251734085d50d3d3b9cef2ecbf91bca0cf8ca8afb573ea7471b", "fetched_at": "2026-08-28T04:06:30.881876+00:00", "kind": "readme", "missing": false, "url": "https://github.com/rushindrasinha/youtube-shorts-pipeline"}, {"content_hash": "a2e4c9663bd5d4af5263a539bcf91da33cca37ed86f392f873dc816db6847f76", "fetched_at": "2026-08-29T10:24:10.640678+00:00", "kind": "homepage", "missing": false, "url": "https://verticals.gg"}], "taxonomy_version": 1}, "description": {"kind": "observed", "observed_at": "2026-08-28T04:06:30.881876+00:00", "source": "github"}, "domain": {"confidence": null, "enriched_at": "2026-08-30T02:43:51.108160+00:00", "kind": "inferred", "prompt_version": 1, "sources": [{"content_hash": "4928a2ad6f4eb251734085d50d3d3b9cef2ecbf91bca0cf8ca8afb573ea7471b", "fetched_at": "2026-08-28T04:06:30.881876+00:00", "kind": "readme", "missing": false, "url": "https://github.com/rushindrasinha/youtube-shorts-pipeline"}, {"content_hash": "a2e4c9663bd5d4af5263a539bcf91da33cca37ed86f392f873dc816db6847f76", "fetched_at": "2026-08-29T10:24:10.640678+00:00", "kind": "homepage", "missing": false, "url": "https://verticals.gg"}], "taxonomy_version": 1}, "enriched": {"inputs": [], "kind": "computed", "method": "enrichment_status"}, "function": {"confidence": null, "enriched_at": "2026-08-30T02:43:51.108160+00:00", "kind": "inferred", "prompt_version": 1, "sources": [{"content_hash": "4928a2ad6f4eb251734085d50d3d3b9cef2ecbf91bca0cf8ca8afb573ea7471b", "fetched_at": "2026-08-28T04:06:30.881876+00:00", "kind": "readme", "missing": false, "url": "https://github.com/rushindrasinha/youtube-shorts-pipeline"}, {"content_hash": "a2e4c9663bd5d4af5263a539bcf91da33cca37ed86f392f873dc816db6847f76", "fetched_at": "2026-08-29T10:24:10.640678+00:00", "kind": "homepage", "missing": false, "url": "https://verticals.gg"}], "taxonomy_version": 1}, "health_score": {"inputs": ["days_since_push", "days_since_release", "archived"], "kind": "computed", "method": "health_v1"}, "homepage": {"kind": "observed", "observed_at": "2026-08-28T04:06:30.881876+00:00", "source": "github"}, "language": {"kind": "observed", "observed_at": "2026-08-28T04:06:30.881876+00:00", "source": "github"}, "license": {"kind": "observed", "observed_at": "2026-08-28T04:06:30.881876+00:00", "source": "github"}, "license_family": {"inputs": ["license"], "kind": "computed", "method": "license_family"}, "maturity": {"confidence": null, "enriched_at": "2026-08-30T02:43:51.108160+00:00", "kind": "inferred", "prompt_version": 1, "sources": [{"content_hash": "4928a2ad6f4eb251734085d50d3d3b9cef2ecbf91bca0cf8ca8afb573ea7471b", "fetched_at": "2026-08-28T04:06:30.881876+00:00", "kind": "readme", "missing": false, "url": "https://github.com/rushindrasinha/youtube-shorts-pipeline"}, {"content_hash": "a2e4c9663bd5d4af5263a539bcf91da33cca37ed86f392f873dc816db6847f76", "fetched_at": "2026-08-29T10:24:10.640678+00:00", "kind": "homepage", "missing": false, "url": "https://verticals.gg"}], "taxonomy_version": 1}, "member_repos": {"kind": "observed", "observed_at": "2026-08-28T04:06:30.881876+00:00", "source": "github"}, "name": {"kind": "observed", "observed_at": "2026-08-28T04:06:30.881876+00:00", "source": "github"}, "platform": {"confidence": null, "enriched_at": "2026-08-30T02:43:51.108160+00:00", "kind": "inferred", "prompt_version": 1, "sources": [{"content_hash": "4928a2ad6f4eb251734085d50d3d3b9cef2ecbf91bca0cf8ca8afb573ea7471b", "fetched_at": "2026-08-28T04:06:30.881876+00:00", "kind": "readme", "missing": false, "url": "https://github.com/rushindrasinha/youtube-shorts-pipeline"}, {"content_hash": "a2e4c9663bd5d4af5263a539bcf91da33cca37ed86f392f873dc816db6847f76", "fetched_at": "2026-08-29T10:24:10.640678+00:00", "kind": "homepage", "missing": false, "url": "https://verticals.gg"}], "taxonomy_version": 1}, "pushed_at": {"kind": "observed", "observed_at": "2026-08-28T04:06:30.881876+00:00", "source": "github"}, "repo": {"kind": "observed", "observed_at": "2026-08-28T04:06:30.881876+00:00", "source": "github"}, "stars": {"kind": "observed", "observed_at": "2026-08-28T04:06:30.881876+00:00", "source": "github"}, "tags": {"confidence": null, "enriched_at": "2026-08-30T02:43:51.108160+00:00", "kind": "inferred", "prompt_version": 1, "sources": [{"content_hash": "4928a2ad6f4eb251734085d50d3d3b9cef2ecbf91bca0cf8ca8afb573ea7471b", "fetched_at": "2026-08-28T04:06:30.881876+00:00", "kind": "readme", "missing": false, "url": "https://github.com/rushindrasinha/youtube-shorts-pipeline"}, {"content_hash": "a2e4c9663bd5d4af5263a539bcf91da33cca37ed86f392f873dc816db6847f76", "fetched_at": "2026-08-29T10:24:10.640678+00:00", "kind": "homepage", "missing": false, "url": "https://verticals.gg"}], "taxonomy_version": 1}, "topics": {"kind": "observed", "observed_at": "2026-08-28T04:06:30.881876+00:00", "source": "github"}, "urls": {"kind": "observed", "observed_at": "2026-08-28T04:06:30.881876+00:00", "source": "github"}, "use_cases": {"confidence": null, "enriched_at": "2026-08-30T02:43:51.108160+00:00", "kind": "inferred", "prompt_version": 1, "sources": [{"content_hash": "4928a2ad6f4eb251734085d50d3d3b9cef2ecbf91bca0cf8ca8afb573ea7471b", "fetched_at": "2026-08-28T04:06:30.881876+00:00", "kind": "readme", "missing": false, "url": "https://github.com/rushindrasinha/youtube-shorts-pipeline"}, {"content_hash": "a2e4c9663bd5d4af5263a539bcf91da33cca37ed86f392f873dc816db6847f76", "fetched_at": "2026-08-29T10:24:10.640678+00:00", "kind": "homepage", "missing": false, "url": "https://verticals.gg"}], "taxonomy_version": 1}, "what_it_is": {"confidence": null, "enriched_at": "2026-08-30T02:43:51.108160+00:00", "kind": "inferred", "prompt_version": 1, "sources": [{"content_hash": "4928a2ad6f4eb251734085d50d3d3b9cef2ecbf91bca0cf8ca8afb573ea7471b", "fetched_at": "2026-08-28T04:06:30.881876+00:00", "kind": "readme", "missing": false, "url": "https://github.com/rushindrasinha/youtube-shorts-pipeline"}, {"content_hash": "a2e4c9663bd5d4af5263a539bcf91da33cca37ed86f392f873dc816db6847f76", "fetched_at": "2026-08-29T10:24:10.640678+00:00", "kind": "homepage", "missing": false, "url": "https://verticals.gg"}], "taxonomy_version": 1}, "when_to_avoid": {"confidence": null, "enriched_at": "2026-08-30T02:43:51.108160+00:00", "kind": "inferred", "prompt_version": 1, "sources": [{"content_hash": "4928a2ad6f4eb251734085d50d3d3b9cef2ecbf91bca0cf8ca8afb573ea7471b", "fetched_at": "2026-08-28T04:06:30.881876+00:00", "kind": "readme", "missing": false, "url": "https://github.com/rushindrasinha/youtube-shorts-pipeline"}, {"content_hash": "a2e4c9663bd5d4af5263a539bcf91da33cca37ed86f392f873dc816db6847f76", "fetched_at": "2026-08-29T10:24:10.640678+00:00", "kind": "homepage", "missing": false, "url": "https://verticals.gg"}], "taxonomy_version": 1}, "when_to_choose": {"confidence": null, "enriched_at": "2026-08-30T02:43:51.108160+00:00", "kind": "inferred", "prompt_version": 1, "sources": [{"content_hash": "4928a2ad6f4eb251734085d50d3d3b9cef2ecbf91bca0cf8ca8afb573ea7471b", "fetched_at": "2026-08-28T04:06:30.881876+00:00", "kind": "readme", "missing": false, "url": "https://github.com/rushindrasinha/youtube-shorts-pipeline"}, {"content_hash": "a2e4c9663bd5d4af5263a539bcf91da33cca37ed86f392f873dc816db6847f76", "fetched_at": "2026-08-29T10:24:10.640678+00:00", "kind": "homepage", "missing": false, "url": "https://verticals.gg"}], "taxonomy_version": 1}}, "score": {"components": {"activity": 86, "longevity": 13, "rhythm": 55}, "computed_at": "2026-09-03T02:20:16.233290+00:00", "flags": [], "formula": "round(0.45*activity + 0.35*rhythm + 0.20*longevity); archived -> min(score, 10)", "inputs": {"age_days": 193, "days_push": 85, "days_rel": 85, "gap_med": null, "n_releases_24m": 1}, "score": 61, "version": 2}, "staleness": {"enrichment_outdated": false, "low_confidence": false, "scrape_days": 9, "stale_scrape": false}}