Agent skills you can check before you install
Public SKILL.md skills from GitHub repositories with 50+ stars and from the vendors themselves, scanned and scored. Install any of them with one command in Claude Code, Cursor, Codex, GitHub Copilot or Gemini CLI.
46,078 skills from 2,198 repositories · updated 31 seconds ago
9,528 skills
- mlflowKalarisLabs/research-agent-skillsTracks machine learning experiments and manages model lifecycles with MLflow, covering mlflow.log_param, log_metric and log_artifact, autologging for scikit-learn, PyTorch Lightning, XGBoost and HuggingFace Transformers, the Model Registry with versions and stage transitions, run searching, and local or cloud model serving. Use when logging parameters, metrics and artifacts for training runs, comparing runs across experiments, registering and promoting model versions from Staging to Production, serving a logged model for inference, or reproducing an experiment from an MLflow project. Not for hyperparameter-sweep dashboards or general data versioning; use a dedicated tool for those.OtherNo warnings★ 76↓ —
- matlab-solve-pdematlab/matlab-agentic-toolkitEnd-to-end finite element analysis in MATLAB PDE Toolbox — geometry creation, model setup, solve, and post-processing in one skill. Use when building geometry from primitives or file import, setting up femodel with BCs/loads/materials, solving thermal/structural/EM problems, and extracting or visualizing results. Covers fegeometry, multicuboid, multicylinder, multisphere, decsg, boolean ops, mesh generation, femodel, all AnalysisTypes (thermalSteady, thermalTransient, structuralStatic, structuralTransient, structuralModal, structuralFrequency, electrostatic, magnetostatic, dcConduction, harmonic EM), materialProperties, faceBC, faceLoad, cellLoad, vertexLoad, solve, interpolation, von Mises stress, principal stress, reaction forces, heat flux, pdeplot3D visualization. Triggers on: PDE Toolbox, finite element, FEA, thermal analysis, structural analysis, electromagnetic analysis, femodel, mesh, boundary conditions, stress, displacement, heat transfer, post-processing.OtherNo warnings★ 1.2K↓ —
- ca-prarbiterForge/codeArbiterOpen a PR or finish branch disposition; route CI watching and post-merge cleanup to their owners. Merge and discard need explicit authority.OtherNo warnings★ 149↓ —
- ray-trainKalarisLabs/research-agent-skillsDistributed training orchestration across clusters. Scales PyTorch/TensorFlow/HuggingFace from laptop to 1000s of nodes. Built-in hyperparameter tuning with Ray Tune, fault tolerance, elastic scaling. Use when training massive models across multiple machines or running distributed hyperparameter sweeps.OtherNo warnings★ 76↓ —
- slime-rl-trainingKalarisLabs/research-agent-skillsProvides guidance for LLM post-training with RL using slime, a Megatron+SGLang framework. Use when training GLM models, implementing custom data generation workflows, or needing tight Megatron-LM integration for RL scaling.OtherNo warnings★ 76↓ —
- matlab-find-pi-assetsmatlab/matlab-agentic-toolkitFind and query PI assets using MATLAB's Industrial Communication Toolbox. Two paths: (1) direct PI tag lookup via piclient + tags when user provides a tag name or description (R2022a+), (2) Asset Framework navigation via afclient when user needs element/attribute hierarchy (R2026a+). Use when working with PI AF servers, PI Data Archive tags, asset hierarchies, element templates, attribute lookup, or historical data from OSIsoft PI systems.OtherNo warnings★ 1.2K↓ —
- matlab-create-custom-arduino-librarymatlab/matlab-agentic-toolkitUse when the user wants to use Arduino sensors or peripherals from MATLAB that are not directly supported by the MATLAB Support Package for Arduino Hardware. Triggers on requests to create, wrap, or expose a custom Arduino library to MATLAB. Also triggers on indirect questions like "How do I read humidity in MATLAB?" or "How do I display text on an LCD from MATLAB?" where the answer requires a custom Arduino add-on library. Covers: custom addon creation, third-party Arduino library integration, LibraryBase class, C++ header files, DependentLibraries, arduinoioaddons namespace, I2C/SPI/GPIO peripheral wrappers.OtherNo warnings★ 1.2K↓ —
- ca-auditarbiterForge/codeArbiterAssemble the governance record for a range — commits, overrides, ADRs, sprint auto-decisions, open questions, checkpoint findings — into one dated audit packet. Read-only.OtherNo warnings★ 149↓ —
- ca-initarbiterForge/codeArbiterOpt this repo into codeArbiter — scaffold the root-level .codearbiter/ state store.OtherNo warnings★ 149↓ —
- qdrant-vector-searchKalarisLabs/research-agent-skillsHigh-performance vector similarity search engine for RAG and semantic search. Use when building production RAG systems requiring fast nearest neighbor search, hybrid search with filtering, or scalable vector storage with Rust-powered performance.OtherNo warnings★ 76↓ —
- torchforge-rl-trainingKalarisLabs/research-agent-skillsProvides guidance for PyTorch-native agentic RL using torchforge, Meta's library separating infra from algorithms. Use when you want clean RL abstractions, easy algorithm experimentation, or scalable training with Monarch and TorchTitan.OtherNo warnings★ 76↓ —
- linuxnitinjain999/platform-skillsLinux administration and networking diagnostics — DNS, load balancing, VPCs, kernel tuning, and connectivity troubleshooting.OtherNo warnings★ 71↓ —Also in 1 other repo
- evaluating-llms-harnessKalarisLabs/research-agent-skillsEvaluates LLMs across 60+ academic benchmarks (MMLU, HumanEval, GSM8K, TruthfulQA, HellaSwag). Use when benchmarking model quality, comparing models, reporting academic results, or tracking training progress. Industry standard used by EleutherAI, HuggingFace, and major labs. Supports HuggingFace, vLLM, APIs.OtherNo warnings★ 76↓ —
- skypilot-multi-cloud-orchestrationKalarisLabs/research-agent-skillsMulti-cloud orchestration for ML workloads with automatic cost optimization. Use when you need to run training or batch jobs across multiple clouds, leverage spot instances with auto-recovery, or optimize GPU costs across providers.OtherNo warnings★ 76↓ —
- ca-prarbiterForge/codeArbiterOpen a PR or finish branch disposition; route CI watching and post-merge cleanup to their owners. Merge and discard need explicit authority.OtherNo warnings★ 149↓ —
- trajectory-analysisawslabs/hcls-agent-skillsSingle-cell trajectory inference pipeline covering diffusion pseudotime (DPT), PAGA, RNA velocity with scVelo, and fate mapping with CellRank. Use when the user mentions pseudotime, trajectory, lineage, differentiation, RNA velocity, scVelo, CellRank, PAGA, diffusion map, fate probabilities, terminal states, spliced/unspliced, velocyto, order cells by development, cell differentiation path, cell fate, branching analysis, monocle, developmental trajectory, stem cell differentiation, progenitor to mature, how do cells differentiate, cell lineage tree, velocity arrows, fate mapping, transition probabilities, root cells, terminal states, absorption probabilities, or latent time.OtherNo warnings★ 68↓ —
- ca-cleanuparbiterForge/codeArbiterClean up an already-merged local branch after proving containment. Confirm each discard and preserve unique work.OtherNo warnings★ 149↓ —
- Keeper KSM Notation QueriesWYRE-AI/msp-claude-pluginsThe KSM notation string grammar accepted by `get_field`: the three-part `<record>/<type>/<field-path>` shape, the four field-path forms (plain, indexed, property, indexed-property), `field` vs `custom_field` vs `file` selectors, how the record segment is classified as a UID or a title, which characters the validator rejects outright, and how the returned value is masked.OtherNo warnings★ 52↓ —
- tribunalarbiterForge/codeArbiterRun an opt-in deep codebase audit with persisted findings. Confirm cost before dispatch; filing and telemetry need separate approval.OtherNo warnings★ 149↓ —
- decideOutlineDriven/outline-driven-developmentUse when the user has a fork and wants it resolved and applied, not explored: "decide this", "choose the path", or "decide and fix it".OtherNo warnings★ 55↓ —
- devexpress-winforms-tab-controlDevExpress/agent-skillsExpert skill for the DevExpress WinForms XtraTabControl (DevExpress.XtraTab, DevExpress.Win.Navigation NuGet). Build tabbed UIs that organize controls into pages — add/remove XtraTabPage pages via the TabPages collection, populate pages, position and orient headers (HeaderLocation, HeaderOrientation), wrap headers into rows (MultiLine), show Prev/Next/Close header buttons (HeaderButtons) and per-page Close buttons (ClosePageButtonShowMode), respond to selection (SelectedPageChanged/SelectedPageChanging) and close (CloseButtonClick) events, hide headers for wizard-style navigation (ShowTabHeader), add header icons (XtraTabPage.ImageOptions), and add custom header buttons (CustomHeaderButtons). Use when a user asks about WinForms tab control, tabbed pages, XtraTabControl, XtraTabPage, tab headers, closable tabs, tab navigation, or organizing controls into pages on a form. For MDI/document interfaces use DocumentManager or XtraTabbedMdiManager instead.OtherNo warnings★ 66↓ —
- matlab-identify-linear-systemmatlab/matlab-agentic-toolkitIdentify a linear dynamic model from input-output or time-series data using MATLAB System Identification Toolbox. Use when estimating transfer function, state-space, ARX, ARMAX, BJ, OE polynomial or process models from measurement data.OtherNo warnings★ 1.2K↓ —
- gsd-helpcoco-research/cocoUse when the user asks what GSD commands exist or how to use GSD. Outputs the complete GSD command reference verbatim, with no project analysis, status, or next-step suggestions.OtherNo warnings★ 795↓ —
- ca-tribunalarbiterForge/codeArbiterRun an opt-in deep codebase audit with persisted findings. Confirm cost before dispatch; filing and telemetry need separate approval.OtherNo warnings★ 149↓ —
ase-docs-shorten
rse/ase
OtherUpdated 2 days ago
From the author
Shorten a document toward a target length, given as either `--chars <N>` or `--words <N>`: first tighten the sentences, then drop low-value content, then compress the remaining content into shorter expressions -- each stage entered only while the target is still not met. Use when the user wants to "shorten", "cut down", or "reduce the length of" a document.
Install
npx skills add rse/ase --skill ase-docs-shorten -a claude-code
Installs to .claude/skills/ase-docs-shorten/ · Each command fetches the skill straight from GitHub with the open skills CLI.
Download .zip
Byte-identical to the scanned commit, with the repository’s licence and a SOURCE.txt.
What it can touch
Instructions onlyNo network use seenLicence: APACHE-2.0
Safety checks on SKILL.md
No warnings.
Why 82
Security100
Provenance61
Maintenance100
Licence100
Adoption32
Files (2)
- SKILL.md
- help.md