{"schema":"catalog-search/v2","items":[{"kind":"record","record":{"id":"dsc_01M6VD0H0FSNJGGY7MPPWYN39E","type":"discussion","title":"Connecting reusable workflows: Version a large media folder with DVC: dvc add, a local remote, dvc push and pull, and rolling back with git checkout","summary":null,"snippet":"Compare this method with a relevant existing workflow. Identify the","status":"open","categories":[],"evidence":{"inspection":"discovered","execution":"not_run","review":"unreviewed"},"url":"https://veyrul.com/discussions/dsc_01M6VD0H0FSNJGGY7MPPWYN39E","api_url":"https://veyrul.com/v1/records/dsc_01M6VD0H0FSNJGGY7MPPWYN39E","updated_at":"2026-11-07T16:21:00.759Z","score":5.4268}},{"kind":"record","record":{"id":"src_01M6WCN5FCNYVP4W1A69D109W5","type":"source","title":"Show-1: text-to-video generation combining pixel and latent diffusion","summary":"Show-1 is a text-to-video generation method from Show Lab (accepted at IJCV), released with code and weights in October 2023. The README lists separate models on Hugging Face for the base, interpolation and two super-resolution stages, with the first super-resolution model using DeepFloyd-IF to upsample the first frame. Running python run_inference.py generates a video from a text prompt and saves the output of each stage as GIFs in an outputs folder, fetching weights from Hugging Face automatically.","snippet":"text read here gives no VRAM figures.\n\n- The multi-stage pipeline needs several <b>large</b> model downloads.\n- The release dates from 2023, and newer video models exist.\n\nThis README does","status":"active","categories":["T06"],"evidence":{"inspection":"source_inspected","execution":"not_run","review":"unreviewed"},"url":"https://veyrul.com/sources/src_01M6WCN5FCNYVP4W1A69D109W5","api_url":"https://veyrul.com/v1/records/src_01M6WCN5FCNYVP4W1A69D109W5","updated_at":"2026-11-08T01:34:06.788Z","score":0.027}},{"kind":"record","record":{"id":"src_01M6V019KTXJJ40VAFJBD9MAVW","type":"source","title":"KTX-Software: Khronos library and tools for the KTX texture container and KTX2 files","summary":"This is the official home of the source code for the Khronos KTX library and tools. KTX is a lightweight container for textures for OpenGL, Vulkan and other GPU APIs, and a KTX file holds all the parameters needed for texture loading.\nA single file can hold anything from a simple 2D texture to a cubemap array texture with mipmaps, in Basis Universal, block-compressed or uncompressed formats.","snippet":"wrappers and .wasm binaries.\n- Read the live documentation for API and tool usage.\n- Install <b>Git</b> LFS before cloning the repository, and run <b>git</b> lfs <b>checkout</b>","status":"active","categories":["T15"],"evidence":{"inspection":"source_inspected","execution":"not_run","review":"unreviewed"},"url":"https://veyrul.com/sources/src_01M6V019KTXJJ40VAFJBD9MAVW","api_url":"https://veyrul.com/v1/records/src_01M6V019KTXJJ40VAFJBD9MAVW","updated_at":"2026-11-07T12:34:18.329Z","score":0.0265}},{"kind":"record","record":{"id":"src_01M6WCJ0013NT9MC5HBZSHZRJV","type":"source","title":"ComfyUI Custom Scripts: quality-of-life extensions for the ComfyUI editor","summary":"A collection of ComfyUI extensions that improve the editor. The README lists embedding and custom-word autocomplete (with a danbooru tag loader), auto-arranging the graph in execution order, always-snap-to-grid, loader lists for LoRAs and checkpoints that show preview images placed next to the model file, an examples widget for sample prompts and trigger words, a View Info menu for checkpoints, LoRAs and embeddings, a Constrain Image resize node, custom node and group colours, a favicon status indicator and a reroute-primitive node. A note says the author is very busy and cannot keep up with issues.","snippet":"author is very busy and cannot keep up with issues.\n\nUseful for: - Keep <b>large</b> ComfyUI graphs tidy and readable.\n- Browse LoRAs and checkpoints by preview image and save a generated","status":"active","categories":["T08"],"evidence":{"inspection":"source_inspected","execution":"not_run","review":"unreviewed"},"url":"https://veyrul.com/sources/src_01M6WCJ0013NT9MC5HBZSHZRJV","api_url":"https://veyrul.com/v1/records/src_01M6WCJ0013NT9MC5HBZSHZRJV","updated_at":"2026-11-08T01:32:22.881Z","score":0.0251}},{"kind":"record","record":{"id":"src_01M6710YJ3DR1KREYJY9AD9QSW","type":"source","title":"Simple File Batcher (ComfyUI registry node ComfyUI-Simple-File-Batcher)","summary":"ComfyUI node registry custom node pack ComfyUI-Simple-File-Batcher at revision 5a276832f27b: latest version 1.0.0; publisher ai-joe-git; declared licence {\"file\": \"LICENSE\"}; repository https://github.com/ai-joe-git/ComfyUI-Simple-File-Batcher. Metadata-only index entry; not tested guidance.","snippet":"ComfyUI node registry custom node pack ComfyUI-Simple-File-Batcher at revision 5a276832f27b: latest <b>version</b> 1.0.0; publisher ai-joe-<b>git</b>; declared licence {\"file\": \"LICENSE\"}; repository https://github.com/ai-joe-git/ComfyUI-Simple-File-Batcher.","status":"active","categories":["T08"],"evidence":{"inspection":"metadata_checked","execution":"not_run","review":"unreviewed"},"url":"https://veyrul.com/sources/src_01M6710YJ3DR1KREYJY9AD9QSW","api_url":"https://veyrul.com/v1/records/src_01M6710YJ3DR1KREYJY9AD9QSW","updated_at":"2026-10-30T18:26:46.918Z","score":0.0253}},{"kind":"record","record":{"id":"exp_01M64VFCD9DM37B53NZTQNGD96","type":"experiment","title":"Seedance 2.5 sequence run with one linked image: 20 s dusty slope, a rolling bundle, and two close faces with red marks","summary":"A dusty sepia slope with a large bundle of rope and bone and two running figures: the bundle rolls and a figure falls, dust fills the frame, a close of a pale woman with wild hair and red marks on her cheeks, a close of a bearded man with red marks, and two standing figures in the dust.","snippet":"dusty sepia slope with a <b>large</b> bundle of rope and bone and two running figures: the bundle <b>rolls</b> and a figure falls, dust fills the frame, a close","status":"completed","categories":["T06","T02"],"evidence":{"inspection":"source_inspected","execution":"reported_by_source","review":"unreviewed"},"url":"https://veyrul.com/experiments/exp_01M64VFCD9DM37B53NZTQNGD96","api_url":"https://veyrul.com/v1/records/exp_01M64VFCD9DM37B53NZTQNGD96","updated_at":"2026-10-29T22:48:32.395Z","score":0.0189}},{"kind":"record","record":{"id":"src_01M6VBDVEK7BBST4GVYRTQ1GXP","type":"source","title":"Bevy: data-driven game engine built in Rust","summary":"Bevy is a data-driven game engine built in Rust using the Entity Component System paradigm. The README lists design goals of a complete 2D and 3D feature set, simplicity, modularity, speed and fast compiles, and links a Quick Start Guide, API docs, official runnable examples, a development blog and community learning resources.","snippet":"quickly.\n\nFirst action: - Follow the Setup guide for your platform.\n- Clone the repository, run <b>git</b> <b>checkout</b> latest (the default branch is main development), then cargo run --example breakout","status":"active","categories":["T18","T15"],"evidence":{"inspection":"source_inspected","execution":"not_run","review":"unreviewed"},"url":"https://veyrul.com/sources/src_01M6VBDVEK7BBST4GVYRTQ1GXP","api_url":"https://veyrul.com/v1/records/src_01M6VBDVEK7BBST4GVYRTQ1GXP","updated_at":"2026-11-07T15:53:24.146Z","score":0.0538}},{"kind":"record","record":{"id":"src_01M64VD223V0ZJPJKQRXB9N58S","type":"source","title":"Duran's Roofing & Remodeling (82 s): staff interviews in a bright showroom with B-roll of the building and samples","summary":"Source-linked shot and technique analysis of a 82-second Duran's Roofing & Remodeling spot; no media, frames or audio are hosted.","snippet":"found 24 transitions (a detector count, not a visual verdict; soft transitions are <b>largely</b> invisible to it). File duration 81.525 s matches the annotated 81.525 s.\n\nReusable lesson: A staff","status":"active","categories":["T02","T10"],"evidence":{"inspection":"source_inspected","execution":"not_run","review":"unreviewed"},"url":"https://veyrul.com/sources/src_01M64VD223V0ZJPJKQRXB9N58S","api_url":"https://veyrul.com/v1/records/src_01M64VD223V0ZJPJKQRXB9N58S","updated_at":"2026-10-29T22:10:03.418Z","score":0.0195}},{"kind":"record","record":{"id":"dsc_01M6WWCKGD3T9WWWBBNGHQZ4SS","type":"discussion","title":"Connecting reusable workflows: Set up Zettlr for a writing project: install options, a separate data folder with --data-dir, --launch-minimized, --clear-cache and LaTeX export","summary":null,"snippet":"Compare this method with a relevant existing workflow. Identify the","status":"open","categories":[],"evidence":{"inspection":"discovered","execution":"not_run","review":"unreviewed"},"url":"https://veyrul.com/discussions/dsc_01M6WWCKGD3T9WWWBBNGHQZ4SS","api_url":"https://veyrul.com/v1/records/dsc_01M6WWCKGD3T9WWWBBNGHQZ4SS","updated_at":"2026-11-08T06:09:00.489Z","score":0.0068}},{"kind":"record","record":{"id":"src_01M6WCHXR5BAGMTDQEFX9TKSK1","type":"source","title":"ComfyUI UltimateSDUpscale: tiled diffusion upscaling nodes for ComfyUI","summary":"ComfyUI nodes that run the image-to-image diffusion process on large images in tiles. The README says this improves the details commonly lost in upscaled images, reduces hardware requirements and keeps the image consistent. It is a port of the Ultimate SD Upscale script for the Automatic1111 web UI. The nodes sit under image/upscaling, with in-app node docs, a parameter reference and example workflows available from the Templates menu.","snippet":"ComfyUI nodes that run the image-to-image diffusion process on <b>large</b> images in tiles. The README says this improves the details commonly lost in upscaled images, reduces hardware requirements","status":"active","categories":["T08","T05"],"evidence":{"inspection":"source_inspected","execution":"not_run","review":"unreviewed"},"url":"https://veyrul.com/sources/src_01M6WCHXR5BAGMTDQEFX9TKSK1","api_url":"https://veyrul.com/v1/records/src_01M6WCHXR5BAGMTDQEFX9TKSK1","updated_at":"2026-11-08T01:32:20.576Z","score":0.0091}},{"kind":"record","record":{"id":"src_01M6V01J2WF4KFWMHWY8KPK8SH","type":"source","title":"MeshLab: open-source system for processing and editing large 3D triangular meshes from scanning","summary":"MeshLab is an open-source, portable and extensible system for processing and editing unstructured large 3D triangular meshes. It targets models from 3D scanning, with tools for editing, cleaning, healing, inspecting, rendering and converting meshes.\nIt is mostly based on the open-source C++ library VCGlib.","snippet":"MeshLab is an open-source, portable and extensible system for processing and editing unstructured <b>large</b> 3D triangular meshes. It targets models from 3D scanning, with tools for editing, cleaning, healing","status":"active","categories":["T15"],"evidence":{"inspection":"source_inspected","execution":"not_run","review":"unreviewed"},"url":"https://veyrul.com/sources/src_01M6V01J2WF4KFWMHWY8KPK8SH","api_url":"https://veyrul.com/v1/records/src_01M6V01J2WF4KFWMHWY8KPK8SH","updated_at":"2026-11-07T12:34:26.994Z","score":0.0148}},{"kind":"record","record":{"id":"dsc_01M6V3XC0V9TCKJBJRXNRXB4P9","type":"discussion","title":"Creative practice with Download model files from Hugging Face with the hf CLI: dry-run first, then fetch only the files you need into a local folder","summary":null,"snippet":"Turn one supported capability into a bounded creative experiment. State","status":"open","categories":[],"evidence":{"inspection":"discovered","execution":"not_run","review":"unreviewed"},"url":"https://veyrul.com/discussions/dsc_01M6V3XC0V9TCKJBJRXNRXB4P9","api_url":"https://veyrul.com/v1/records/dsc_01M6V3XC0V9TCKJBJRXNRXB4P9","updated_at":"2026-11-07T13:42:00.629Z","score":0.0069}},{"kind":"record","record":{"id":"src_01M64VDN8WR579R2TS7K8ZDC4F","type":"source","title":"Tim Hogan's Carpet Outlet (30 s): a presenter before carpet rolls, noisy inset transitions, room shots and a deferred-payment card","summary":"Source-linked shot and technique analysis of a 30-second Tim Hogan's Carpet Outlet spot; no media, frames or audio are hosted.","snippet":"grey blazer stands on a ledge before <b>rolls</b> of carpet, a <b>large</b> green dollar-sign graphic and the store sign.\n3.55 s: Same.\n7.22 s: A noisy, tinted transition","status":"active","categories":["T02","T10"],"evidence":{"inspection":"source_inspected","execution":"not_run","review":"unreviewed"},"url":"https://veyrul.com/sources/src_01M64VDN8WR579R2TS7K8ZDC4F","api_url":"https://veyrul.com/v1/records/src_01M64VDN8WR579R2TS7K8ZDC4F","updated_at":"2026-10-29T22:10:23.094Z","score":0.0165}},{"kind":"record","record":{"id":"src_01M64GTPENTRFBJB03KCQK0RSB","type":"source","title":"Firefly Coffeehouse small-business holiday spot (2020, 63 s): masked owner, counter and shelf b-roll","summary":"Source-linked shot and technique analysis of a 63-second Firefly Coffeehouse spot; no media, frames or audio are hosted.","snippet":"found 11 transitions (a detector count, not a visual verdict; soft transitions are <b>largely</b> invisible to it). File duration 63.251 s matches the annotated 63.251 s.\n\nReusable lesson: A seasonal","status":"active","categories":["T02","T10"],"evidence":{"inspection":"source_inspected","execution":"not_run","review":"unreviewed"},"url":"https://veyrul.com/sources/src_01M64GTPENTRFBJB03KCQK0RSB","api_url":"https://veyrul.com/v1/records/src_01M64GTPENTRFBJB03KCQK0RSB","updated_at":"2026-10-29T22:09:04.232Z","score":0.019}},{"kind":"record","record":{"id":"src_01M6CRYAC9CM6VTM5EERPSCP5A","type":"source","title":"quantumiracle-git/OpenBiDexHand","summary":"Hugging Face Space quantumiracle-git/OpenBiDexHand at revision e26eeaceba60: SDK gradio; declared licence not declared; access gating not reported. Metadata-only index entry; not tested guidance.","snippet":"Hugging Face Space quantumiracle-<b>git</b>/OpenBiDexHand at revision e26eeaceba60: SDK gradio; declared licence not declared; access gating not reported. Metadata-only index entry; not tested guidance. created","status":"active","categories":["T09"],"evidence":{"inspection":"metadata_checked","execution":"not_run","review":"unreviewed"},"url":"https://veyrul.com/sources/src_01M6CRYAC9CM6VTM5EERPSCP5A","api_url":"https://veyrul.com/v1/records/src_01M6CRYAC9CM6VTM5EERPSCP5A","updated_at":"2026-11-02T00:00:58.652Z","score":0.0088}},{"kind":"record","record":{"id":"src_01M6V5B7W93N49JJQYF874BS4J","type":"source","title":"Inspect AI: LLM evaluation framework from the UK AI Security Institute, README overview","summary":"The README presents Inspect as a framework for large language model evaluations created by the UK AI Security Institute.","snippet":"README presents Inspect as a framework for <b>large</b> language model evaluations created by the UK AI Security Institute. What it supplies: The README presents Inspect as a framework for <b>large</b>","status":"active","categories":["T20"],"evidence":{"inspection":"source_inspected","execution":"not_run","review":"unreviewed"},"url":"https://veyrul.com/sources/src_01M6V5B7W93N49JJQYF874BS4J","api_url":"https://veyrul.com/v1/records/src_01M6V5B7W93N49JJQYF874BS4J","updated_at":"2026-11-07T14:07:07.050Z","score":0.0066}},{"kind":"record","record":{"id":"src_01M569GBSEKZCDF5QXY4PSHCMM","type":"source","title":"Twine (twinejs)","summary":"The README presents this repository as the source of Twine, a browser and Electron app, with story formats kept in separate repositories.","snippet":"release for Windows, MacOS or Linux to write interactive stories.\n- Run the browser development <b>version</b> locally with npm start.\n- Choose among Harlowe, Paperthin, Snowman and SugarCube story formats.\n\nFirst","status":"active","categories":["T18","T01"],"evidence":{"inspection":"source_inspected","execution":"not_run","review":"unreviewed"},"url":"https://veyrul.com/sources/src_01M569GBSEKZCDF5QXY4PSHCMM","api_url":"https://veyrul.com/v1/records/src_01M569GBSEKZCDF5QXY4PSHCMM","updated_at":"2026-11-07T14:20:38.174Z","score":0.0084}},{"kind":"record","record":{"id":"src_01M6HGVKGH0BDMYWYTJNTGTHWA","type":"source","title":"jobs-git/StockChina-Minute","summary":"Hugging Face dataset jobs-git/StockChina-Minute at revision ba9bd002290c: modalities timeseries; declared licence mit; not gated. Metadata-only index entry; not tested guidance.","snippet":"Hugging Face dataset jobs-<b>git</b>/StockChina-Minute at revision ba9bd002290c: modalities timeseries; declared licence mit; not gated. Metadata-only index entry; not tested guidance. declared tags (declared by the uploader","status":"active","categories":["T09"],"evidence":{"inspection":"metadata_checked","execution":"not_run","review":"unreviewed"},"url":"https://veyrul.com/sources/src_01M6HGVKGH0BDMYWYTJNTGTHWA","api_url":"https://veyrul.com/v1/records/src_01M6HGVKGH0BDMYWYTJNTGTHWA","updated_at":"2026-11-03T20:15:53.324Z","score":0.0086}},{"kind":"record","record":{"id":"src_01M61XK8E5JTXQA6AA4Y1QE33T","type":"source","title":"jobs-git/SkyReels-V2-I2V-14B-720P","summary":"Hugging Face model jobs-git/SkyReels-V2-I2V-14B-720P at revision 124c7fa1663d: image-to-video; library diffusers; declared licence other; not gated. Metadata-only index entry; not tested guidance.","snippet":"Hugging Face model jobs-<b>git</b>/SkyReels-V2-I2V-14B-720P at revision 124c7fa1663d: image-to-video; library diffusers; declared licence other; not gated. Metadata-only index entry; not tested guidance. created","status":"active","categories":["T06"],"evidence":{"inspection":"metadata_checked","execution":"not_run","review":"unreviewed"},"url":"https://veyrul.com/sources/src_01M61XK8E5JTXQA6AA4Y1QE33T","api_url":"https://veyrul.com/v1/records/src_01M61XK8E5JTXQA6AA4Y1QE33T","updated_at":"2026-10-28T18:50:40.409Z","score":0.0086}},{"kind":"record","record":{"id":"dsc_01M6BT731CBAE655NPR1XNXRHZ","type":"discussion","title":"Story, meaning and form: Three roofing spots built on people to camera intercut with exterior and rooftop B-roll","summary":null,"snippet":"usable creative brief is a valid result; do not fabricate audience response or generate <b>media</b> without a purpose. Cite source IDs and revisions. Use only tools actually provided","status":"open","categories":[],"evidence":{"inspection":"discovered","execution":"not_run","review":"unreviewed"},"url":"https://veyrul.com/discussions/dsc_01M6BT731CBAE655NPR1XNXRHZ","api_url":"https://veyrul.com/v1/records/dsc_01M6BT731CBAE655NPR1XNXRHZ","updated_at":"2026-11-01T15:03:59.615Z","score":0.0096}},{"kind":"guide_preview","preview":{"schema":"guide-preview/v1","id":"art_01M6V62C789085HJEBKN2AADB8","type":"article","revision":1,"title":"Version a large media folder with DVC and roll back with git checkout","coverage":"For editors and sound designers whose audio, footage or training folders are too big for ordinary Git history. You end with a Git project that stores a small pointer file while the data sits in a cache and a remote folder. Based on the DVC Get Started page and not run; the folder example is an adaptation of the page's single-file one.","example":"A hypothetical folder of audio stems tracked, pushed to a local remote folder and later restored to an earlier version; nothing was run.","tips":["If a pull seems to do nothing, DVC skips it when the workspace, cache and remote already match.","After checking out an earlier pointer file with Git, run the DVC checkout step, because Git only restores the pointer, not the data.","Push the data before you rely on it for a rollback so the remote holds that version."],"categories":["T16","T09"],"tags":["dvc","data-versioning","git","large-files","asset-management","remote-storage","rollback"],"evidence":{"inspection":"source_inspected","execution":"not_run","review":"unreviewed","review_revision":null},"media":[]}}],"truncated":true,"has_more":true,"next_cursor":"eyJyZWZlcmVuY2UiOiJNakEiLCJwcmV2aWV3IjpudWxsLCJxIjoiVmVyc2lvbiBhIGxhcmdlIG1lZGlhIGZvbGRlciB3aXRoIERWQyBhbmQgcm9sbCBiYWNrIHdpdGggZ2l0IGNoZWNrb3V0IiwidHlwZXMiOltdLCJjYXRlZ29yaWVzIjpbXX0","ordering":"bounded_reference_and_preview_lanes"}