GitHub organization
Agent skills by VectorSpaceLab, page 3
Skills by VectorSpaceLab, ranked
Ranked by score. Sort bymost stars,trending,newest,recently updated
| # | Skill | Repository | Stars | Used in | Tokens | Auto-check | Licence | Updated |
|---|---|---|---|---|---|---|---|---|
| 97 | Use torchvision.ops for boxes, NMS, ROI pooling/alignment, detection helper concepts, and extension-dependent troubleshooting. | VectorSpaceLab/ | 328 | — | ~698 | Automated safety check: Pass | BSD-3-Clause | 1 mo ago |
| 98 | 98.Optuna A skill your agent uses for Optuna hyperparameter optimization workflows: studies, trials, samplers, pruners, storage, CLI, visualization, artifacts, integrations, and advanced APIs. | VectorSpaceLab/ | 328 | — | ~1.2k | Automated safety check: Pass | Unknown | 1 mo ago |
| 99 | A skill your agent uses when controlling imgaug stochastic parameters, seeds, deterministic replay, dtype conversion, sample data, grids, or utility helpers. | VectorSpaceLab/ | 328 | — | ~898 | Automated safety check: Pass | MIT | 1 mo ago |
| 100 | 100.Parsers A skill your agent uses when adding, debugging, inspecting, or smoke-testing Electricity Maps live parsers and parser registry mappings. | VectorSpaceLab/ | 328 | — | ~930 | Automated safety check: Pass | Unknown | 1 mo ago |
| 101 | 101.Pillow Use this repo skill when working with Pillow (PIL fork) image processing: opening/saving images, transforms, formats, metadata, drawing/text, fonts, and custom image plugins. | VectorSpaceLab/ | 328 | — | ~1.2k | Automated safety check: Pass | Unknown | 1 mo ago |
| 102 | A skill your agent uses for Anomalib benchmark pipelines, tiled ensemble workflows, and advanced pipeline orchestration helpers while keeping experimental execution paths explicit. | VectorSpaceLab/ | 328 | — | ~952 | Automated safety check: Pass | Apache-2.0 | 1 mo ago |
| 103 | A skill your agent uses for PaddleHelix protein sequence pretraining, prediction, protein function workflows, tokenizer/model guidance, and safe protein input validation. | VectorSpaceLab/ | 328 | — | ~921 | Automated safety check: Pass | Unknown | 1 mo ago |
| 104 | 104.Protomotions A skill your agent uses for ProtoMotions 3 humanoid simulation, motion-learning, retargeting, simulator-backend, training, inference, and deployment workflows. | VectorSpaceLab/ | 328 | — | ~1.1k | Automated safety check: Pass | Apache-2.0 | 1 mo ago |
| 105 | 105.Python API Programmatic Deep Daze API use for Imagine and DeepDaze construction, prompt/image/encoding workflows, progress saving, optimizers, and troubleshooting. | VectorSpaceLab/ | 328 | — | ~770 | Automated safety check: Pass | MIT | 1 mo ago |
| 106 | 106.Quip Miner Use this repo skill for QuIP quip-miner, the Substrate-integrated quantum mining CLI, when configuring or operating CPU/CUDA/Metal/Modal/QPU miners, managing hybrid wallets/bootstrap/identity… | VectorSpaceLab/ | 328 | — | ~1.4k | Automated safety check: Pass | AGPL-3.0 | 1 mo ago |
| 107 | A skill your agent uses for Feast RAG, vector search, vector-indexed fields, vector online stores, document embedding/chunking, retrieveonlinedocuments APIs, DocEmbedder, FeastVectorStore, and… | VectorSpaceLab/ | 328 | — | ~622 | Automated safety check: Pass | Apache-2.0 | 1 mo ago |
| 108 | 108.Rags Use this repo skill for RAGs, a Streamlit app that builds configurable LlamaIndex RAG agents from natural-language setup, data sources, and model settings. | VectorSpaceLab/ | 328 | — | ~1k | Automated safety check: Pass | MIT | 1 mo ago |
| 109 | 109.Rdkit A skill your agent uses for RDKit cheminformatics tasks: molecule parsing and validation, descriptors and fingerprints, conformers and drawing, reactions and standardization, data integrations… | VectorSpaceLab/ | 328 | — | ~1.3k | Automated safety check: Pass | BSD-3-Clause | 1 mo ago |
| 110 | A skill your agent uses for RDKit reaction SMARTS/RXN workflows, product sanitization, MolStandardize cleanup/normalization/fragment/tautomer handling, R-group decomposition, stereochemistry/CIP… | VectorSpaceLab/ | 328 | — | ~1.2k | Automated safety check: Pass | BSD-3-Clause | 1 mo ago |
| 111 | Refreshes an existing repository-specific Agent Skill after the source repository changed. | VectorSpaceLab/ | 328 | — | ~3.2k | Automated safety check: Pass | Apache-2.0 | 1 mo ago |
| 112 | Use Torch Points3D registration datasets, configs, pair/fragment contracts, descriptor evaluation notes, FPS sampling, and backend caveats. | VectorSpaceLab/ | 328 | — | ~926 | Automated safety check: Pass | Unknown | 1 mo ago |
| 113 | 113.Repo Development A skill your agent uses when modifying PEFT itself, preparing a PEFT pull request, adding a new PEFT method, selecting contributor tests, or checking PEFT contribution/style/backward-compatibility… | VectorSpaceLab/ | 328 | — | ~746 | Automated safety check: Pass | Apache-2.0 | 1 mo ago |
| 114 | 114.Repo Development Use this sub-skill for maintainer-facing Ultralytics repository edits, editable installs, focused tests, docs/style checks, optional extras, CI-aware validation, and safe native verification planning. | VectorSpaceLab/ | 328 | — | ~1.1k | Automated safety check: Pass | AGPL-3.0 | 1 mo ago |
| 115 | A skill your agent uses for sentence-transformers CrossEncoder pair scoring, reranking, rank API usage, retrieve-and-rerank handoffs, multimodal reranker routing, and activation/softmax/numlabels… | VectorSpaceLab/ | 328 | — | ~807 | Automated safety check: Pass | Apache-2.0 | 1 mo ago |
| 116 | A skill your agent uses for RobustVideoMatting human video matting workflows: MattingNetwork APIs, inference conversion, training data setup, and RVM evaluation metrics. | VectorSpaceLab/ | 328 | — | ~1.3k | Automated safety check: Pass | GPL-3.0 | 1 mo ago |
| 117 | 117.Routing Use this when configuring, validating, or debugging LiteLLM Router model groups, fallbacks, retries, cooldowns, budgets, routing strategies, health-check routing, aliases, tag filtering… | VectorSpaceLab/ | 328 | — | ~879 | Automated safety check: Pass | Unknown | 1 mo ago |
| 118 | Use this sub-skill for Torch-TensorRT runtime performance controls, CUDA Graphs, output allocation, caches, TensorRT-RTX runtime settings, mutable modules, refit, weight streaming, and benchmark… | VectorSpaceLab/ | 328 | — | ~1k | Automated safety check: Pass | BSD-3-Clause | 1 mo ago |
| 119 | 119.Scenario Studio Define, generate, inspect, and troubleshoot SMARTS scenarios from supported maps, traffic, missions, social agents, bubbles, surface patches, traffic histories, and metadata. | VectorSpaceLab/ | 328 | — | ~1.5k | Automated safety check: Pass | MIT | 1 mo ago |
| 120 | 120.SDK Core A skill your agent uses for direct LiteLLM Python SDK work: chat/text completions, async calls, streaming, embeddings, structured outputs, tools, token/cost checks, caching, callbacks, import/smoke… | VectorSpaceLab/ | 328 | — | ~1.1k | Automated safety check: Pass | Unknown | 1 mo ago |
| 121 | 121.Self Supervised A skill your agent uses for PaddleViT's DINO self-supervised vision-transformer pretraining, multi-crop data contracts, teacher/student configuration, single- or multi-GPU launch planning… | VectorSpaceLab/ | 328 | — | ~3.2k | Automated safety check: Pass | Apache-2.0 | 1 mo ago |
| 122 | 122.Setup And Config Use this sub-skill to install EverOS, generate and inspect configuration, start the server, check health, and run the demo CLI. | VectorSpaceLab/ | 328 | — | ~568 | Automated safety check: Pass | Apache-2.0 | 1 mo ago |
| 123 | 123.Signal Analysis The signal-analysis skill guides agents through ObsPy waveform filtering, trigger/STA-LTA detection, correlation, spectral quality control, response correction or simulation, array processing, and… | VectorSpaceLab/ | 328 | — | ~1.4k | Automated safety check: Pass | Unknown | 1 mo ago |
| 124 | A skill your agent uses for MuJoCo model loading, simulation state and time inspection, headless or onscreen rendering, camera/output configuration, and viewer/display diagnostics; route environment… | VectorSpaceLab/ | 328 | — | ~1.8k | Automated safety check: Pass | Apache-2.0 | 1 mo ago |
| 125 | A skill your agent uses for OmicVerse spatial transcriptomics, histology-to-spatial prediction, deconvolution, cell mapping, tissue zones, spatial IO, and spatial-adjacent multimodal integration. | VectorSpaceLab/ | 328 | — | ~1.1k | Automated safety check: Pass | GPL-3.0 | 1 mo ago |
| 126 | A skill your agent uses when running GeoPandas spatial joins, nearest joins, overlays, clips, dissolves, spatial indexes, and Shapely-backed geometry analysis operations. | VectorSpaceLab/ | 328 | — | ~884 | Automated safety check: Pass | BSD-3-Clause | 1 mo ago |
| 127 | Use this Chemprop sub-skill for reaction SMILES, reaction-plus-molecule multicomponent data, atom/bond targets, constrained MolAtomBond prediction, spectral tasks, and specialized descriptor/feature… | VectorSpaceLab/ | 328 | — | ~1.2k | Automated safety check: Pass | Unknown | 1 mo ago |
| 128 | Use this vLLM sub-skill for structured outputs, JSON/regex/grammar constraints, tool calling, reasoning parsers, chat-template/tool-parser routing, streaming tool-call deltas, and parser/backend… | VectorSpaceLab/ | 328 | — | ~823 | Automated safety check: Pass | Apache-2.0 | 1 mo ago |
| 129 | Build and review OpenRLHF supervised/preference training plans for SFT, reward models, DPO, IPO, and cDPO. | VectorSpaceLab/ | 328 | — | ~1k | Automated safety check: Pass | Apache-2.0 | 1 mo ago |
| 130 | 130.Swin Transformer Use this repo skill for Microsoft Swin-Transformer image-classification model, config, data, checkpoint, SimMIM, Swin-MoE, and optional CUDA acceleration workflows. | VectorSpaceLab/ | 328 | — | ~1.2k | Automated safety check: Pass | MIT | 1 mo ago |
| 131 | 131.Symbolic Tasks Guides CPU-only BDDL activity discovery, problem parsing, initial and goal condition inspection, symbolic scope construction, grounding, callback-based evaluation, natural-language rendering, and… | VectorSpaceLab/ | 328 | — | ~548 | Automated safety check: Pass | Apache-2.0 | 1 mo ago |
| 132 | Use this quip-miner sub-skill for telemetry REST endpoints, snapshot aggregation, node health checks, and mining attempt/solution archive inspection by solution number. | VectorSpaceLab/ | 328 | — | ~656 | Automated safety check: Pass | AGPL-3.0 | 1 mo ago |
| 133 | Guide C++ competitive-programming judging with the bundled testlib.h. | VectorSpaceLab/ | 328 | — | ~1.9k | Automated safety check: Pass | Apache-2.0 | 1 mo ago |
| 134 | Build and debug Browser Use tools/actions: custom Tools/Controller actions, default browser/file actions, ActionResult returns, parameter injection, sensitive data, security guardrails, and… | VectorSpaceLab/ | 328 | — | ~2.1k | Automated safety check: Pass | MIT | 1 mo ago |
| 135 | Use this sub-skill when defining, validating, sharing, loading, or troubleshooting smolagents tools, built-in/default tools, Hub/Space/LangChain integrations, or MCP tool collections. | VectorSpaceLab/ | 328 | — | ~1.1k | Automated safety check: Pass | Apache-2.0 | 1 mo ago |
| 136 | A skill your agent uses for AutoGen developer tooling maintenance: AutoGen Studio, AG Bench, Magentic-One CLI, pyautogen proxy compatibility, CLI help checks, safe benchmark/service planning, and… | VectorSpaceLab/ | 328 | — | ~910 | Automated safety check: Pass | Unknown | 1 mo ago |
| 137 | Use this quip-miner sub-skill for D-Wave topology files, solver ranges, topology hash/proof data, winning-solution validation, dumped BQMs, and topology troubleshooting. | VectorSpaceLab/ | 328 | — | ~681 | Automated safety check: Pass | AGPL-3.0 | 1 mo ago |
| 138 | 138.Torch Points3d Use Torch Points3D for point-cloud deep learning APIs, datasets/transforms, Hydra training/evaluation, checkpoints, sparse backend decisions, and registration workflows. | VectorSpaceLab/ | 328 | — | ~1.1k | Automated safety check: Pass | Unknown | 1 mo ago |
| 139 | 139.Torch Tensorrt A skill your agent uses for Torch-TensorRT tasks: compiling PyTorch models with TensorRT, dynamic-shape/export workflows, runtime optimization, Triton/C++/distributed deployment, debugging… | VectorSpaceLab/ | 328 | — | ~1.5k | Automated safety check: Pass | BSD-3-Clause | 1 mo ago |
| 140 | 140.Torchmetrics Use TorchMetrics to choose, inspect, and combine metric families for PyTorch evaluation, including core API, domain metrics, model-based metrics, and wrappers. | VectorSpaceLab/ | 328 | — | ~964 | Automated safety check: Pass | Apache-2.0 | 1 mo ago |
| 141 | 141.Torchrl Use TorchRL for TensorDict-first reinforcement-learning environments, collectors, replay buffers, modules, objectives, LLM/RLHF/VLA workflows, services, rendering, and maintainer-safe repository… | VectorSpaceLab/ | 328 | — | ~1.5k | Automated safety check: Pass | MIT | 1 mo ago |
| 142 | 142.Torchvision A skill your agent uses when working with TorchVision models, weights, transforms, TVTensors, datasets, image IO, visualization utilities, vision ops, detection helpers, or official reference… | VectorSpaceLab/ | 328 | — | ~1.1k | Automated safety check: Pass | BSD-3-Clause | 1 mo ago |
| 143 | 143.Totalsegmentator Use TotalSegmentator as an installed package for medical-image segmentation, task discovery, runtime configuration, output parsing, DICOM handling, auxiliary analysis, and advanced training… | VectorSpaceLab/ | 328 | — | ~1.4k | Automated safety check: Pass | Apache-2.0 | 1 mo ago |
| 144 | A skill your agent uses for Ultralytics track mode, tracker YAML selection, persistent object IDs, and YOLO Solutions such as counting, heatmaps, speed, queue, region, similarity search, and… | VectorSpaceLab/ | 328 | — | ~871 | Automated safety check: Pass | AGPL-3.0 | 1 mo ago |
