{"adoption": {"forks": 120, "observed_at": "2026-08-28T04:04:14.974100+00:00", "stars": 1289}, "canonical_url": "https://ross.abutalabs.com/products/res4lyf", "card": {"archived": false, "artifact_type": "plugin", "description": null, "domain": ["image-processing", "machine-learning", "artificial-intelligence"], "enriched": true, "function": ["image-processing", "machine-learning", "stable-diffusion"], "health_score": 78, "homepage": null, "language": "Python", "license": "NOASSERTION", "license_family": "other", "maturity": "active", "member_repos": ["ClownsharkBatwing/RES4LYF"], "name": "ClownsharkBatwing/RES4LYF", "platform": ["python", "cross-platform"], "pushed_at": "2026-08-07T00:20:54+00:00", "repo": "ClownsharkBatwing/RES4LYF", "stars": 1289, "tags": ["comfyui", "custom-nodes", "samplers", "diffusion-sampling", "stable-diffusion", "generative-ai", "gpu"], "topics": [], "urls": [], "use_cases": ["sample stable diffusion images with fewer steps", "improve ComfyUI sampler quality", "do regional prompting in ComfyUI", "do frame-by-frame temporal prompting for video models", "style transfer with Flux and SDXL", "replace UniPC and other default samplers"], "what_it_is": "RES4LYF is a ComfyUI custom node collection providing advanced diffusion samplers (RES samplers) that achieve high-quality image generation in fewer steps than standard samplers. It supports regional and temporal prompting across models like Flux, SDXL, SD3.5, HiDream, AuraFlow, and WAN.", "when_to_avoid": ["you don't use ComfyUI", "you need a standalone image generator rather than a node plugin", "you use diffusion models not in the supported list"], "when_to_choose": []}, "data_as_of": "2026-08-30T08:39:29.467469+00:00", "members": [{"path": "/products/res4lyf", "repo": "ClownsharkBatwing/RES4LYF", "role": "main", "score": 67}], "provenance": {"archived": {"kind": "observed", "observed_at": "2026-08-28T04:04:14.974100+00:00", "source": "github"}, "artifact_type": {"confidence": null, "enriched_at": "2026-08-30T04:55:41.624583+00:00", "kind": "inferred", "prompt_version": 1, "sources": [{"content_hash": "390c74184115a3a12db67236e89584c21c958a4ada9dda7111f52d0a167b63bd", "fetched_at": "2026-08-28T04:04:14.974100+00:00", "kind": "readme", "missing": false, "url": "https://github.com/ClownsharkBatwing/RES4LYF"}], "taxonomy_version": 1}, "description": {"kind": "observed", "observed_at": "2026-08-28T04:04:14.974100+00:00", "source": "github"}, "domain": {"confidence": null, "enriched_at": "2026-08-30T04:55:41.624583+00:00", "kind": "inferred", "prompt_version": 1, "sources": [{"content_hash": "390c74184115a3a12db67236e89584c21c958a4ada9dda7111f52d0a167b63bd", "fetched_at": "2026-08-28T04:04:14.974100+00:00", "kind": "readme", "missing": false, "url": "https://github.com/ClownsharkBatwing/RES4LYF"}], "taxonomy_version": 1}, "enriched": {"inputs": [], "kind": "computed", "method": "enrichment_status"}, "function": {"confidence": null, "enriched_at": "2026-08-30T04:55:41.624583+00:00", "kind": "inferred", "prompt_version": 1, "sources": [{"content_hash": "390c74184115a3a12db67236e89584c21c958a4ada9dda7111f52d0a167b63bd", "fetched_at": "2026-08-28T04:04:14.974100+00:00", "kind": "readme", "missing": false, "url": "https://github.com/ClownsharkBatwing/RES4LYF"}], "taxonomy_version": 1}, "health_score": {"inputs": ["days_since_push", "days_since_release", "archived"], "kind": "computed", "method": "health_v1"}, "homepage": {"kind": "observed", "observed_at": "2026-08-28T04:04:14.974100+00:00", "source": "github"}, "language": {"kind": "observed", "observed_at": "2026-08-28T04:04:14.974100+00:00", "source": "github"}, "license": {"kind": "observed", "observed_at": "2026-08-28T04:04:14.974100+00:00", "source": "github"}, "license_family": {"inputs": ["license"], "kind": "computed", "method": "license_family"}, "maturity": {"confidence": null, "enriched_at": "2026-08-30T04:55:41.624583+00:00", "kind": "inferred", "prompt_version": 1, "sources": [{"content_hash": "390c74184115a3a12db67236e89584c21c958a4ada9dda7111f52d0a167b63bd", "fetched_at": "2026-08-28T04:04:14.974100+00:00", "kind": "readme", "missing": false, "url": "https://github.com/ClownsharkBatwing/RES4LYF"}], "taxonomy_version": 1}, "member_repos": {"kind": "observed", "observed_at": "2026-08-28T04:04:14.974100+00:00", "source": "github"}, "name": {"kind": "observed", "observed_at": "2026-08-28T04:04:14.974100+00:00", "source": "github"}, "platform": {"confidence": null, "enriched_at": "2026-08-30T04:55:41.624583+00:00", "kind": "inferred", "prompt_version": 1, "sources": [{"content_hash": "390c74184115a3a12db67236e89584c21c958a4ada9dda7111f52d0a167b63bd", "fetched_at": "2026-08-28T04:04:14.974100+00:00", "kind": "readme", "missing": false, "url": "https://github.com/ClownsharkBatwing/RES4LYF"}], "taxonomy_version": 1}, "pushed_at": {"kind": "observed", "observed_at": "2026-08-28T04:04:14.974100+00:00", "source": "github"}, "repo": {"kind": "observed", "observed_at": "2026-08-28T04:04:14.974100+00:00", "source": "github"}, "stars": {"kind": "observed", "observed_at": "2026-08-28T04:04:14.974100+00:00", "source": "github"}, "tags": {"confidence": null, "enriched_at": "2026-08-30T04:55:41.624583+00:00", "kind": "inferred", "prompt_version": 1, "sources": [{"content_hash": "390c74184115a3a12db67236e89584c21c958a4ada9dda7111f52d0a167b63bd", "fetched_at": "2026-08-28T04:04:14.974100+00:00", "kind": "readme", "missing": false, "url": "https://github.com/ClownsharkBatwing/RES4LYF"}], "taxonomy_version": 1}, "topics": {"kind": "observed", "observed_at": "2026-08-28T04:04:14.974100+00:00", "source": "github"}, "urls": {"kind": "observed", "observed_at": "2026-08-28T04:04:14.974100+00:00", "source": "github"}, "use_cases": {"confidence": null, "enriched_at": "2026-08-30T04:55:41.624583+00:00", "kind": "inferred", "prompt_version": 1, "sources": [{"content_hash": "390c74184115a3a12db67236e89584c21c958a4ada9dda7111f52d0a167b63bd", "fetched_at": "2026-08-28T04:04:14.974100+00:00", "kind": "readme", "missing": false, "url": "https://github.com/ClownsharkBatwing/RES4LYF"}], "taxonomy_version": 1}, "what_it_is": {"confidence": null, "enriched_at": "2026-08-30T04:55:41.624583+00:00", "kind": "inferred", "prompt_version": 1, "sources": [{"content_hash": "390c74184115a3a12db67236e89584c21c958a4ada9dda7111f52d0a167b63bd", "fetched_at": "2026-08-28T04:04:14.974100+00:00", "kind": "readme", "missing": false, "url": "https://github.com/ClownsharkBatwing/RES4LYF"}], "taxonomy_version": 1}, "when_to_avoid": {"confidence": null, "enriched_at": "2026-08-30T04:55:41.624583+00:00", "kind": "inferred", "prompt_version": 1, "sources": [{"content_hash": "390c74184115a3a12db67236e89584c21c958a4ada9dda7111f52d0a167b63bd", "fetched_at": "2026-08-28T04:04:14.974100+00:00", "kind": "readme", "missing": false, "url": "https://github.com/ClownsharkBatwing/RES4LYF"}], "taxonomy_version": 1}, "when_to_choose": {"confidence": null, "enriched_at": "2026-08-30T04:55:41.624583+00:00", "kind": "inferred", "prompt_version": 1, "sources": [{"content_hash": "390c74184115a3a12db67236e89584c21c958a4ada9dda7111f52d0a167b63bd", "fetched_at": "2026-08-28T04:04:14.974100+00:00", "kind": "readme", "missing": false, "url": "https://github.com/ClownsharkBatwing/RES4LYF"}], "taxonomy_version": 1}}, "score": {"components": {"activity": 96, "longevity": 58, "rhythm": 35}, "computed_at": "2026-09-03T02:20:16.233290+00:00", "flags": ["no_releases", "no_license"], "formula": "round(0.45*activity + 0.35*rhythm + 0.20*longevity); archived -> min(score, 10)", "inputs": {"age_days": 813, "days_push": 27, "days_rel": null, "gap_med": null, "n_releases_24m": 0}, "score": 67, "version": 2}, "staleness": {"enrichment_outdated": false, "low_confidence": false, "scrape_days": 9, "stale_scrape": false}}