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By VectorSpaceLab
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| # | Skill | Repository | Stars | Used in | Tokens | Auto-check | Licence | Updated |
|---|---|---|---|---|---|---|---|---|
| 1 | Use this repo skill for Agent Lightning package tasks: authoring trainable agents, tracing rewards and spans, running LightningStore/Trainer loops, using agl CLI services, choosing examples, and… | VectorSpaceLab/ | 328 | — | ~1.4k | Automated safety check: Pass | MIT | 1 mo ago |
| 2 | A skill your agent uses when configuring LiteLLM for MCP tools, A2A agents, Claude Code/Cursor agent gateway traffic, MCP auth/OAuth, tool permissions, semantic filtering, or agent-specific proxy… | VectorSpaceLab/ | 328 | — | ~1.2k | Automated safety check: Pass | Unknown | 1 mo ago |
| 3 | Build and debug DB-GPT agents, tools, skills, teams, and AWEL workflows, including deterministic local DAG runs and HTTP-trigger topology without assuming an LLM, credential, or external service. | VectorSpaceLab/ | 328 | — | ~2.3k | Automated safety check: Pass | MIT | 1 mo ago |
| 4 | Work on the actively maintained LangChain v1 agent package: initchatmodel, createagent, structured output, tools, middleware, embeddings initialization, provider routing, and agent runtime… | VectorSpaceLab/ | 328 | — | ~1.2k | Automated safety check: Pass | MIT | 1 mo ago |
| 5 | A skill your agent uses for giskard.agents async chat workflows, tools, prompt templates, structured outputs, retries, rate limiting, embeddings, and optional LiteLLM backend. | VectorSpaceLab/ | 328 | — | ~500 | Automated safety check: Pass | Apache-2.0 | 1 mo ago |
| 6 | A skill your agent uses for AlphaFold 3 input preparation, prediction command planning, output interpretation, and Python API inspection. | VectorSpaceLab/ | 328 | — | ~1.2k | Automated safety check: Pass | Apache-2.0 | 1 mo ago |
| 7 | A skill your agent uses for Plotly Dash app layouts, callbacks, pages, assets, configuration, clientside callbacks, Jupyter display, CSP, and app-level debugging. | VectorSpaceLab/ | 328 | — | ~1.4k | Automated safety check: Pass | MIT | 1 mo ago |
| 8 | A skill your agent uses when working with Dask Array: chunked NumPy-like arrays, dask.array.fromarray, chunk planning, slicing, mapblocks, blockwise, reductions, overlap, rechunking, generalized… | VectorSpaceLab/ | 328 | — | ~839 | Automated safety check: Pass | BSD-3-Clause | 1 mo ago |
| 9 | Use this sub-skill for Optuna artifact upload/download workflows, filesystem/S3/GCS artifact stores, optional integration callback imports, cloud credential boundaries, and local artifact roundtrip… | VectorSpaceLab/ | 328 | — | ~902 | Automated safety check: Pass | Unknown | 1 mo ago |
| 10 | A skill your agent uses when applying imgaug transforms to keypoints, boxes, polygons, line strings, heatmaps, segmentation maps, or mixed batches. | VectorSpaceLab/ | 328 | — | ~1k | Automated safety check: Pass | MIT | 1 mo ago |
| 11 | A skill your agent uses when building, combining, or debugging imgaug image augmentation pipelines, augmenter families, or deterministic image-only transforms. | VectorSpaceLab/ | 328 | — | ~1.3k | Automated safety check: Pass | MIT | 1 mo ago |
| 12 | 12.Autogen A skill your agent uses for maintaining, migrating, debugging, and safely operating Microsoft AutoGen Python 0.7.x applications, including AgentChat, Core runtimes, extensions, Studio, Magentic-One… | VectorSpaceLab/ | 328 | — | ~1.5k | Automated safety check: Pass | Unknown | 1 mo ago |
| 13 | Generate masks for all objects in images or folders with Segment Anything's SamAutomaticMaskGenerator and the bundled AMG CLI. | VectorSpaceLab/ | 328 | — | ~650 | Automated safety check: Pass | Apache-2.0 | 1 mo ago |
| 14 | A skill your agent uses when selecting Sentence Transformers inference backends or exporting/optimizing models for PyTorch, ONNX, or OpenVINO. | VectorSpaceLab/ | 328 | — | ~766 | Automated safety check: Pass | Apache-2.0 | 1 mo ago |
| 15 | Optional ColBERT Baleen multi-hop retrieval extension: HopSearcher context search, Baleen engine loops, Condenser fact selection, collectionX format, and artifact caveats. | VectorSpaceLab/ | 328 | — | ~921 | Automated safety check: Pass | MIT | 1 mo ago |
| 16 | 16.Browser Use Use this self-contained Browser Use repo skill for Python agents that automate websites, browser sessions, custom tools, LLM/provider setup, persistent CLI sessions, cloud/sandbox production… | VectorSpaceLab/ | 328 | — | ~1.5k | Automated safety check: Pass | MIT | 1 mo ago |
| 17 | 17.Capacity A skill your agent uses when updating installed capacity data, adding capacity parsers, or diagnosing Electricity Maps capacity configuration timelines. | VectorSpaceLab/ | 328 | — | ~860 | Automated safety check: Pass | Unknown | 1 mo ago |
| 18 | 18.Chunking Configure and validate Unstructured post-partition chunking for RAG, embedding, and downstream processing. | VectorSpaceLab/ | 328 | — | ~974 | Automated safety check: Pass | Apache-2.0 | 1 mo ago |
| 19 | Use this sub-skill for MLAlgorithms supervised tabular estimators: linear/logistic regression, KNN, Naive Bayes, SVM kernels, random forests, gradient boosting, and experimental factorization… | VectorSpaceLab/ | 328 | — | ~1.2k | Automated safety check: Pass | MIT | 1 mo ago |
| 20 | Use BentoML CLI command families and BentoCloud workflows safely: login/context, deploy/deployment lifecycle, codespaces, secrets, API tokens, push/pull, and cloud troubleshooting. | VectorSpaceLab/ | 328 | — | ~1.1k | Automated safety check: Pass | Apache-2.0 | 1 mo ago |
| 21 | Use this sub-skill for Optuna command-line workflows and persistent/distributed storage: CLI commands, SQLite/RDB URLs, JournalStorage, GrpcStorageProxy, schema upgrades, CLI ask/tell… | VectorSpaceLab/ | 328 | — | ~795 | Automated safety check: Pass | Unknown | 1 mo ago |
| 22 | 22.CLI And UI Use smolagents command-line entry points, browser automation CLI, Gradio UI helpers, and lightweight web-server patterns. | VectorSpaceLab/ | 328 | — | ~859 | Automated safety check: Pass | Apache-2.0 | 1 mo ago |
| 23 | Use this sub-skill for Torch-TensorRT model compilation, dynamic input planning, torch.export workflows, save/load formats, raw TensorRT engines, and compile-time troubleshooting. | VectorSpaceLab/ | 328 | — | ~1.3k | Automated safety check: Pass | BSD-3-Clause | 1 mo ago |
| 24 | Use this quip-miner sub-skill for TOML configuration, production supervisor mode, mode resolution, Docker/container deployment, telemetry bind settings, and safe deployment troubleshooting. | VectorSpaceLab/ | 328 | — | ~797 | Automated safety check: Pass | AGPL-3.0 | 1 mo ago |
| 25 | A skill your agent uses when maintaining Electricity Maps zone, exchange, data-center, emission-factor, geo, and config-model validation workflows. | VectorSpaceLab/ | 328 | — | ~913 | Automated safety check: Pass | Unknown | 1 mo ago |
| 26 | Use this RAGs sub-skill to inspect, edit, update, delete, and troubleshoot generated RAG agent configuration and cache state. | VectorSpaceLab/ | 328 | — | ~756 | Automated safety check: Pass | MIT | 1 mo ago |
| 27 | Use this Dask sub-skill for configuration files and environment variables, the dask command line interface, local diagnostics/profiling/progress, callbacks/cache, scheduler/deployment documentation… | VectorSpaceLab/ | 328 | — | ~694 | Automated safety check: Pass | BSD-3-Clause | 1 mo ago |
| 28 | A skill your agent uses when an AlpaSim task concerns vehicle state, controller or MPC selection, ground-mesh physics, CATK traffic sessions, handover behavior, or backend/data requirements for… | VectorSpaceLab/ | 328 | — | ~2.2k | Automated safety check: Pass | Apache-2.0 | 1 mo ago |
| 29 | A skill your agent uses when working with GeoPandas GeoSeries and GeoDataFrame objects, geometry columns, CRS metadata, Shapely-backed geometry arrays, and spatial-index basics. | VectorSpaceLab/ | 328 | — | ~1k | Automated safety check: Pass | BSD-3-Clause | 1 mo ago |
| 30 | A skill your agent uses for nuPlan actor-state objects, SE2 poses, vehicle footprints, tracked objects, coordinate transforms, geometric distances, interpolation, angle wrapping, and tensor… | VectorSpaceLab/ | 328 | — | ~1.6k | Automated safety check: Pass | Unknown | 1 mo ago |
| 31 | 31.Dagster A skill your agent uses when working with Dagster OSS: assets, jobs, Definitions, config/resources, schedules/sensors, automation, CLI/local development, deployment operations, GraphQL/webserver… | VectorSpaceLab/ | 328 | — | ~1.3k | Automated safety check: Pass | Apache-2.0 | 1 mo ago |
| 32 | 32.Dash A skill your agent uses when building, debugging, testing, or maintaining Plotly Dash applications, callbacks, server backends, component packages, renderer internals, and Dash repository workflows. | VectorSpaceLab/ | 328 | — | ~1.6k | Automated safety check: Pass | MIT | 1 mo ago |
| 33 | A skill your agent uses when preparing or validating ColBERT collection/query/ranking/qrels/LoTTE data, evaluating MSMARCO-style or LoTTE rankings, converting documents into passage TSVs, or… | VectorSpaceLab/ | 328 | — | ~1.1k | Automated safety check: Pass | MIT | 1 mo ago |
| 34 | Use this DeepCTR sub-skill for SparseFeat, DenseFeat, VarLenSparseFeat, hashing, embedding sharing, input dictionaries, and tabular or sequence feature-column validation. | VectorSpaceLab/ | 328 | — | ~1.1k | Automated safety check: Pass | Apache-2.0 | 1 mo ago |
| 35 | Construct, inspect, import, and mutate GemPy input tables and structural frames; use this for surface points, orientations, elements, groups, IDs, colors, and input validation. | VectorSpaceLab/ | 328 | — | ~2.2k | Automated safety check: Pass | Apache-2.0 | 1 mo ago |
| 36 | A skill your agent uses for RDKit data-file discovery, pharmacophore feature-definition files, PandasTools molecule DataFrames, lightweight database helpers, and public CLI-style integration… | VectorSpaceLab/ | 328 | — | ~946 | Automated safety check: Pass | BSD-3-Clause | 1 mo ago |
| 37 | A skill your agent uses when you need to design DataDesigner configs, run preview/create/validate workflows, inspect the CLI or agent context, work with plugins or MCP tools, or adapt documented… | VectorSpaceLab/ | 328 | — | ~807 | Automated safety check: Pass | Unknown | 1 mo ago |
| 38 | Use this Dask sub-skill for Dask DataFrame creation, CSV/Parquet/JSON/SQL IO, partitions and divisions, groupby/aggregation, joins/merge, shuffle, repartitioning, categorical/string/pyarrow… | VectorSpaceLab/ | 328 | — | ~1k | Automated safety check: Pass | BSD-3-Clause | 1 mo ago |
| 39 | Use this sub-skill when constructing torchvision datasets, validating dataset roots and downloads, wrapping datasets for transforms v2, decoding or encoding images with torchvision.io, or using… | VectorSpaceLab/ | 328 | — | ~760 | Automated safety check: Pass | BSD-3-Clause | 1 mo ago |
| 40 | Use Torch Points3D dataset factories, point-cloud data layouts, transforms, filters, collate modes, and safe dataset preflight helpers. | VectorSpaceLab/ | 328 | — | ~1.1k | Automated safety check: Pass | Unknown | 1 mo ago |
| 41 | 41.Deepctr Use this DeepCTR repo skill for CTR/recommender feature columns, Keras models, sequence/session models, multitask models, and legacy TensorFlow Estimator workflows. | VectorSpaceLab/ | 328 | — | ~630 | Automated safety check: Pass | Apache-2.0 | 1 mo ago |
| 42 | Designs and validates a reusable Creator meta-skill workflow for an evidence-backed recurring construction gap after distill-ml-knowledge selects the design-reusable strategy. | VectorSpaceLab/ | 328 | — | ~1.6k | Automated safety check: Pass | Apache-2.0 | 1 mo ago |
| 43 | 43.Detection A skill your agent uses for PaddleViT object detection workflows with DETR, Swin, or PVTv2: validate COCO data, select configs, build/train/evaluate models, reason about transforms, losses… | VectorSpaceLab/ | 328 | — | ~2.4k | Automated safety check: Pass | Apache-2.0 | 1 mo ago |
| 44 | Configure Mycodo environmental-control workflows using Inputs, Outputs, Functions, Actions, Widgets, Dashboards, PID, Conditional, Trigger, Methods, cameras, energy, and notes. | VectorSpaceLab/ | 328 | — | ~2.3k | Automated safety check: Pass | GPL-3.0 | 1 mo ago |
| 45 | 45.Diffusers A skill your agent uses for Hugging Face Diffusers tasks: pipeline inference, schedulers, adapters/loaders, training recipes, modular pipelines, conversion helpers, CLI checks, and repo maintenance. | VectorSpaceLab/ | 328 | — | ~2.1k | Automated safety check: Pass | Apache-2.0 | 1 mo ago |
| 46 | 46.Discoart Use this repo skill for DiscoArt image generation, configuration/prompt scheduling, CLI, Jina serving, Docker runtime planning, and troubleshooting. | VectorSpaceLab/ | 328 | — | ~1.3k | Automated safety check: Pass | Unknown | 1 mo ago |
| 47 | Canonical Creator entry point for DisCo skill distillation. An agent skill from VectorSpaceLab/AREX-Skill. | VectorSpaceLab/ | 328 | — | ~1.6k | Automated safety check: Pass | Apache-2.0 | 1 mo ago |
| 48 | A skill your agent uses for Electricity Maps contrib parser development, capacity updates, zone/exchange configuration maintenance, and focused repo validation workflows. | VectorSpaceLab/ | 328 | — | ~1.2k | Automated safety check: Pass | Unknown | 1 mo ago |
