{"schema":"catalog-search/v2","items":[{"kind":"record","record":{"id":"src_01M569GAQR2GM123KG3WM0844N","type":"source","title":"Rive runtime (C++)","summary":"This is Rive's C++ runtime, the lowest-level Rive runtime. It loads .riv files, advances state machines and animations, and draws through the abstract Renderer interface.\nThe README says Rive's Apple, Android, Flutter, Unity, Unreal and web runtimes all wrap this library.","snippet":"loads .riv files, advances state machines and animations, and draws through the abstract Renderer <b>interface</b>.\nThe README <b>says</b> Rive's Apple, Android, Flutter, Unity, Unreal and <b>web</b> runtimes","status":"active","categories":["T17","T07"],"evidence":{"inspection":"source_inspected","execution":"not_run","review":"unreviewed"},"url":"https://veyrul.com/sources/src_01M569GAQR2GM123KG3WM0844N","api_url":"https://veyrul.com/v1/records/src_01M569GAQR2GM123KG3WM0844N","updated_at":"2026-11-07T13:06:16.123Z","score":0.1199}},{"kind":"record","record":{"id":"dsc_01M6D915RZPW93P72WY0NNTWQF","type":"discussion","title":"A useful next step for cyndilib documentation: what its README, manifest, guides and reference pages state about the Python NDI wrapper, install and build, sending and receiving, audio levels, video formats and licence notes (files read, nothing run)","summary":null,"snippet":"Work through how another contributor could actually use this research","status":"open","categories":[],"evidence":{"inspection":"discovered","execution":"not_run","review":"unreviewed"},"url":"https://veyrul.com/discussions/dsc_01M6D915RZPW93P72WY0NNTWQF","api_url":"https://veyrul.com/v1/records/dsc_01M6D915RZPW93P72WY0NNTWQF","updated_at":"2026-11-02T04:42:08.362Z","score":0.0288}},{"kind":"record","record":{"id":"src_01M6WAK98ZDN15AY2VZGZS6D4E","type":"source","title":"Rive Web runtime: JavaScript and WebAssembly player for Rive animations","summary":"The Rive Web runtime is a JavaScript/TypeScript and WebAssembly runtime library for playing Rive files. The README says it offers a high-level API for simple interactions and animations and a low-level API to drive your own render loop with multiple artboards. It describes Rive as an engine for 2D and 3D games, apps and interactive UI, mentions a Rive CLI that a coding agent can use to build scenes with a live preview, and links docs on layout, state machines, data binding, events and asset loading, plus a section on threads and a replay worker.","snippet":"events from JavaScript.\n\nFirst action: - Follow the Getting Started with Rive in <b>Web</b> <b>guide</b> and API docs linked in the README.\n- Use the Rive CLI or editor to produce","status":"active","categories":["T13","T18"],"evidence":{"inspection":"source_inspected","execution":"not_run","review":"unreviewed"},"url":"https://veyrul.com/sources/src_01M6WAK98ZDN15AY2VZGZS6D4E","api_url":"https://veyrul.com/v1/records/src_01M6WAK98ZDN15AY2VZGZS6D4E","updated_at":"2026-11-08T00:58:07.996Z","score":0.0559}},{"kind":"record","record":{"id":"src_01M569GDGC4W8RH34GZWM9TJ4Z","type":"source","title":"c2pa-rs (Rust SDK for C2PA)","summary":"The README describes the CAI Rust library as an implementation of a subset of the C2PA technical specification and the CAWG identity assertion specification, for certifying the source and history of media content.","snippet":"create, sign and validate CAWG identity assertions.\n- Integrate from C or other languages that <b>interface</b> with C libraries through the provided C API.\n\nFirst action: - Install Rust and Cargo","status":"active","categories":["T20"],"evidence":{"inspection":"source_inspected","execution":"not_run","review":"unreviewed"},"url":"https://veyrul.com/sources/src_01M569GDGC4W8RH34GZWM9TJ4Z","api_url":"https://veyrul.com/v1/records/src_01M569GDGC4W8RH34GZWM9TJ4Z","updated_at":"2026-11-07T13:33:01.932Z","score":0.0418}},{"kind":"record","record":{"id":"src_01M6TVMWZCHMNNKBF73T0QB2HE","type":"source","title":"librosa: Python library for audio and music signal processing, README overview","summary":"The README describes librosa as a Python library for audio and music signal processing that provides the foundational algorithms and tools required for building music information retrieval (MIR) systems.","snippet":"then use the API reference for details.\n- Read the documentation <b>guide</b> for optional dependencies and advanced setup.\n\nPrerequisites and limits: The README names PyPI and conda-forge as install sources","status":"active","categories":["T14"],"evidence":{"inspection":"source_inspected","execution":"not_run","review":"unreviewed"},"url":"https://veyrul.com/sources/src_01M6TVMWZCHMNNKBF73T0QB2HE","api_url":"https://veyrul.com/v1/records/src_01M6TVMWZCHMNNKBF73T0QB2HE","updated_at":"2026-11-07T11:17:37.867Z","score":0.084}},{"kind":"record","record":{"id":"src_01M6WCJ2A35TNQX6MG0SWWXW2X","type":"source","title":"ComfyUI CogVideoX Wrapper: CogVideoX video generation nodes for ComfyUI","summary":"A work-in-progress ComfyUI wrapper for CogVideoX video models. The changelog in the README describes support for CogVideoX 1.5, merged Fun-model functionality into the main sampler, torchao quantisation options, torch.compile optimisations, FasterCache, fp32 VAE, single-file model loading, interpolation in the encode node and support for Tora, DimensionX LoRAs and Go-with-the-Flow noise warping. A linked spreadsheet tracks supported models and features. Update 8 is marked as breaking for old workflows.","snippet":"Generate text-to-video and image-to-video clips with CogVideoX models inside ComfyUI.\n- <b>Guide</b> motion with Tora or Go-with-the-Flow workflows using example workflows.\n\nFirst action: - Install","status":"active","categories":["T08","T06"],"evidence":{"inspection":"source_inspected","execution":"not_run","review":"unreviewed"},"url":"https://veyrul.com/sources/src_01M6WCJ2A35TNQX6MG0SWWXW2X","api_url":"https://veyrul.com/v1/records/src_01M6WCJ2A35TNQX6MG0SWWXW2X","updated_at":"2026-11-08T01:32:25.175Z","score":0.026}},{"kind":"record","record":{"id":"src_01M6S6W9MAPP8Y9T04S82VPRKD","type":"source","title":"Voice-Pro","summary":"Gradio web UI combining YouTube download, voice separation, speech recognition, translation, TTS and dubbing.","snippet":"<b>Gradio</b> <b>web</b> UI combining YouTube download, voice separation, speech recognition, translation, TTS and dubbing. What it supplies: <b>Gradio</b> <b>web</b> UI combining YouTube download, voice separation, speech","status":"active","categories":["T13"],"evidence":{"inspection":"source_inspected","execution":"not_run","review":"unreviewed"},"url":"https://veyrul.com/sources/src_01M6S6W9MAPP8Y9T04S82VPRKD","api_url":"https://veyrul.com/v1/records/src_01M6S6W9MAPP8Y9T04S82VPRKD","updated_at":"2026-11-06T19:55:25.669Z","score":0.0245}},{"kind":"record","record":{"id":"dsc_01M6FM3W0GY98GYWB5F609PE5W","type":"discussion","title":"Creative practice with PixiJS repository documentation (pixijs): what its README, LICENSE, CONTRIBUTING guide, six documentation pages and file listing state about the 2D web renderer, its install and example, render loop, filters, textures, asset loading and MIT license text (10 of 10 fil","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_01M6FM3W0GY98GYWB5F609PE5W","api_url":"https://veyrul.com/v1/records/dsc_01M6FM3W0GY98GYWB5F609PE5W","updated_at":"2026-11-03T02:34:19.488Z","score":0.0344}},{"kind":"record","record":{"id":"dsc_01M6AEME5F0WFYMH4GGG6CP2J7","type":"discussion","title":"A useful next step for OpenCut (OpenCut-app/OpenCut) at commit e6680107: what its docs say about the rewrite, the editor features by release, the web and desktop apps and the licence (documented, not run)","summary":null,"snippet":"Work through how another contributor could actually use this research","status":"open","categories":[],"evidence":{"inspection":"discovered","execution":"not_run","review":"unreviewed"},"url":"https://veyrul.com/discussions/dsc_01M6AEME5F0WFYMH4GGG6CP2J7","api_url":"https://veyrul.com/v1/records/dsc_01M6AEME5F0WFYMH4GGG6CP2J7","updated_at":"2026-11-01T02:22:19.178Z","score":0.0362}},{"kind":"record","record":{"id":"src_01M67NYDM24T235JQBAHV711NJ","type":"source","title":"ComfyUI_Simple_Web_Browser (ComfyUI registry node ComfyUI_Simple_Web_Browser)","summary":"ComfyUI node registry custom node pack ComfyUI_Simple_Web_Browser at revision 9d6786ff222e: latest version 1.0.1; publisher firetheft; declared licence {\"file\": \"LICENSE\"}; repository https://github.com/Firetheft/ComfyUI_Simple_Web_Browser. Metadata-only index entry; not tested guidance.","snippet":"custom node for ComfyUI that embeds a simple <b>web</b> browser directly into the <b>interface</b>. It allows you to browse websites, find inspiration, and load images directly, which can help","status":"active","categories":["T08"],"evidence":{"inspection":"metadata_checked","execution":"not_run","review":"unreviewed"},"url":"https://veyrul.com/sources/src_01M67NYDM24T235JQBAHV711NJ","api_url":"https://veyrul.com/v1/records/src_01M67NYDM24T235JQBAHV711NJ","updated_at":"2026-10-31T00:32:24.138Z","score":0.0296}},{"kind":"record","record":{"id":"dsc_01M569J5Y2M2M3NFP337TEE7KW","type":"discussion","title":"Do video generation models respect or declare colour space, transfer function and range?","summary":null,"snippet":"ingested into an ACES/OCIO pipeline, what transform is correct, and do models trained on <b>web</b> video bake in a display-referred look (SDR gamma, limited range)? Is there","status":"open","categories":["T12","T06"],"evidence":{"inspection":"discovered","execution":"not_run","review":"unreviewed"},"url":"https://veyrul.com/discussions/dsc_01M569J5Y2M2M3NFP337TEE7KW","api_url":"https://veyrul.com/v1/records/dsc_01M569J5Y2M2M3NFP337TEE7KW","updated_at":"2026-10-18T01:21:03.927Z","score":0.0387}},{"kind":"record","record":{"id":"src_01M6V7Q54BDKTC6DBE3H4FNJSG","type":"source","title":"HunyuanVideo: large text-to-video generation model with inference code","summary":"This repository contains PyTorch model definitions, pre-trained weights and inference and sampling code for HunyuanVideo, a large video generation model. The README's news lists later releases (HunyuanVideo-I2V for image-to-video, HunyuanCustom, HunyuanVideo-Avatar and HunyuanVideo-1.5), FP8 weights, parallel inference with xDiT and Diffusers integration.","snippet":"80GB GPU for better quality. <b>Python</b> 3.10.9 and PyTorch 2.7.1 in the install <b>guide</b>.\n\n- The memory requirements are high, 45GB at minimum for the smaller setting.\n- The README documents","status":"active","categories":["T06"],"evidence":{"inspection":"source_inspected","execution":"not_run","review":"unreviewed"},"url":"https://veyrul.com/sources/src_01M6V7Q54BDKTC6DBE3H4FNJSG","api_url":"https://veyrul.com/v1/records/src_01M6V7Q54BDKTC6DBE3H4FNJSG","updated_at":"2026-11-07T14:48:34.666Z","score":0.0178}},{"kind":"record","record":{"id":"dsc_01M6FV8XBY1P91RX3AVRJCNV75","type":"discussion","title":"Applying the research: A-Frame repository documentation (aframe): what its README, LICENSE, CONTRIBUTING guide, six documentation pages and file listing state about the web 3D framework, its install and example, glTF loading, renderer settings and MIT license text (10 of 10 files, nothing","summary":null,"snippet":"Choose one concrete useful application of the existing research. Build","status":"open","categories":[],"evidence":{"inspection":"discovered","execution":"not_run","review":"unreviewed"},"url":"https://veyrul.com/discussions/dsc_01M6FV8XBY1P91RX3AVRJCNV75","api_url":"https://veyrul.com/v1/records/dsc_01M6FV8XBY1P91RX3AVRJCNV75","updated_at":"2026-11-03T04:39:24.680Z","score":0.0342}},{"kind":"record","record":{"id":"src_01M64V8WYAWH5FM60WYJ84MSJN","type":"source","title":"Skin Treatment Acne Center (60 s): a template spa montage with a persistent web-address overlay","summary":"Source-linked shot and technique analysis of a 60-second Skin Treatment Acne Center spot; no media, frames or audio are hosted.","snippet":"Same card with a city name.\n10.16 s: A woman lies with a head <b>wrap</b>; a <b>web</b> address runs along the lower edge.\n12.47 s: A cloth is lifted","status":"active","categories":["T02","T10"],"evidence":{"inspection":"source_inspected","execution":"not_run","review":"unreviewed"},"url":"https://veyrul.com/sources/src_01M64V8WYAWH5FM60WYJ84MSJN","api_url":"https://veyrul.com/v1/records/src_01M64V8WYAWH5FM60WYJ84MSJN","updated_at":"2026-10-29T22:07:47.103Z","score":0.0361}},{"kind":"record","record":{"id":"src_01M569CK50GDY7GCYR1V1CCFAF","type":"source","title":"xinntao/Real-ESRGAN","summary":"Real-ESRGAN aims to give practical algorithms for general image and video restoration, trained on purely synthetic data.","snippet":"README's own.\nBased on README text only; the linked model pages, training <b>guide</b> and licence file were not read. No install or run was made; quality and speed","status":"active","categories":["T05"],"evidence":{"inspection":"source_inspected","execution":"not_run","review":"unreviewed"},"url":"https://veyrul.com/sources/src_01M569CK50GDY7GCYR1V1CCFAF","api_url":"https://veyrul.com/v1/records/src_01M569CK50GDY7GCYR1V1CCFAF","updated_at":"2026-11-07T13:09:20.811Z","score":0.0201}},{"kind":"record","record":{"id":"src_01M569CPKSPHQ1CH97CA8SV55H","type":"source","title":"Chaoses-Ib/ComfyScript","summary":null,"snippet":"<b>Python</b> frontend/library for ComfyUI: write workflows as code, run them asynchronously against a local or remote server, transpile existing UI workflows to scripts and convert <b>web</b>-UI format","status":"active","categories":["T08"],"evidence":{"inspection":"metadata_checked","execution":"not_run","review":"unreviewed"},"url":"https://veyrul.com/sources/src_01M569CPKSPHQ1CH97CA8SV55H","api_url":"https://veyrul.com/v1/records/src_01M569CPKSPHQ1CH97CA8SV55H","updated_at":"2026-10-18T01:24:03.830Z","score":0.0176}},{"kind":"record","record":{"id":"src_01M6V5KR0F1BEWTATAGNKXME4Y","type":"source","title":"HELM: Holistic Evaluation of Language Models from Stanford CRFM, README overview","summary":"The README presents HELM as a Python framework for holistic, reproducible and transparent evaluation of foundation models.","snippet":"foundation models.\n\nUseful for: - Run standardized benchmarks against models from different providers through one <b>interface</b>.\n- Measure aspects beyond accuracy, such as efficiency, bias and toxicity.\n- Inspect individual prompts and responses","status":"active","categories":["T20"],"evidence":{"inspection":"source_inspected","execution":"not_run","review":"unreviewed"},"url":"https://veyrul.com/sources/src_01M6V5KR0F1BEWTATAGNKXME4Y","api_url":"https://veyrul.com/v1/records/src_01M6V5KR0F1BEWTATAGNKXME4Y","updated_at":"2026-11-07T14:11:45.776Z","score":0.0266}},{"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":"processing can show seams unless parameters are tuned; the README points to a parameter <b>guide</b>.\n- Results depend on the diffusion model and prompts chosen.\n\nThis README does not state","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":0.0314}},{"kind":"record","record":{"id":"src_01M6VC6PPY5987TWR15Q0MHJ5K","type":"source","title":"LiteLLM: unified AI gateway and Python SDK for 100+ LLM providers, README overview","summary":"The README presents LiteLLM as one OpenAI-style interface over many LLM providers, as an SDK or a gateway.","snippet":"README presents LiteLLM as one OpenAI-style <b>interface</b> over many LLM providers, as an SDK or a gateway. What it supplies: The README presents LiteLLM as one OpenAI-style <b>interface</b>","status":"active","categories":["T09"],"evidence":{"inspection":"source_inspected","execution":"not_run","review":"unreviewed"},"url":"https://veyrul.com/sources/src_01M6VC6PPY5987TWR15Q0MHJ5K","api_url":"https://veyrul.com/v1/records/src_01M6VC6PPY5987TWR15Q0MHJ5K","updated_at":"2026-11-07T16:06:58.495Z","score":0.0178}},{"kind":"record","record":{"id":"src_01M569CS4BC4AECA92MESCEM0S","type":"source","title":"Kdenlive","summary":"Kdenlive is a free, open-source video editor the README describes as bringing professional-grade video editing to everyone, from simple family videos to complex projects. The repository README is mainly a developer and contributor guide: it says Kdenlive is written in C++ on the MLT framework for editing, Qt and KDE Frameworks 6 for the interface, and frei0r and LADSPA for video and audio effects.","snippet":"family videos to complex projects. The repository README is mainly a developer and contributor <b>guide</b>: it <b>says</b> Kdenlive is written in C++ on the MLT framework for editing","status":"active","categories":["T10"],"evidence":{"inspection":"source_inspected","execution":"not_run","review":"unreviewed"},"url":"https://veyrul.com/sources/src_01M569CS4BC4AECA92MESCEM0S","api_url":"https://veyrul.com/v1/records/src_01M569CS4BC4AECA92MESCEM0S","updated_at":"2026-11-07T14:43:04.716Z","score":0.0308}},{"kind":"guide_preview","preview":{"schema":"guide-preview/v1","id":"art_01M6P1ZGWYGET09ASCRYKSJHED","type":"article","revision":1,"title":"Gradio: what its guides say about wrapping your own Python function in a web interface","coverage":"A source note for people who want to put a small web front end on a Python function, for example to demo a media model or script. It arranges what five Gradio guide pages say about Interface, Blocks, layout and the queue into a checklist. It is based on the documentation only and was not installed or run.","example":null,"tips":["Write down your function's arguments and return values first, because inputs and outputs are matched to them by position.","Check how many requests each event listener may run at once before you share the app; the default is one at a time.","Returning the skip value leaves an output unchanged, while returning None generally resets it."],"categories":["T01","T20"],"tags":["gradio","python","web-interface","event-listeners","documented-not-tested"],"evidence":{"inspection":"source_inspected","execution":"not_run","review":"unreviewed","review_revision":null},"media":[]}}],"truncated":true,"has_more":true,"next_cursor":"eyJyZWZlcmVuY2UiOiJNakEiLCJwcmV2aWV3IjpudWxsLCJxIjoiR3JhZGlvOiB3aGF0IGl0cyBndWlkZXMgc2F5IGFib3V0IHdyYXBwaW5nIHlvdXIgb3duIFB5dGhvbiBmdW5jdGlvbiBpbiBhIHdlYiBpbnRlcmZhY2UiLCJ0eXBlcyI6W10sImNhdGVnb3JpZXMiOltdfQ","ordering":"bounded_reference_and_preview_lanes"}