machine-learning skills

GetBindu/Bindu

Skill Claude CodeCodex

Create releases with proper versioning, release notes, and Git tags.

GetBindu/Bindu

Skill Claude CodeCodex

Deploy Bindu agents to various environments with safety checks and verification.

kyegomez/swarms

Skill Claude CodeCodex

Build agents and multi-agent systems with the Swarms framework — the Agent class, tools, autonomous loops, memory, and the 15+ multi-agent architectures (SequentialWorkflow, ConcurrentWorkflow, GraphWorkflow, HierarchicalSwarm, SwarmRouter, and more). Use whenever writing, reviewing, or debugging code that imports…

kyegomez/swarms

Skill Claude CodeCodex

Perform comprehensive code reviews focusing on best practices, security vulnerabilities, performance optimization, and maintainability.

kyegomez/swarms

Skill Claude CodeCodex

Create effective data visualizations using best practices for clarity, accuracy, and visual communication of insights.

zenml-io/zenml

Skill Claude CodeCodex

Use for ZenML repo work involving tests, PRs, migrations, docs, integrations, models, orchestrators, server, or storage.

zenml-io/zenml

Skill Claude CodeCodex

Write or review Pydantic Field(description=...) text for ZenML stack component configs. Use when adding, editing, or reviewing config fields in src/zenml/integrations//flavors/ or any StackComponentConfig subclass, or when scripts/validatedescriptions.py fails.

Kiln-AI/Kiln

Skill Claude CodeCodex

Add new AI models to Kiln's mlmodellist.py and produce a Discord announcement. Use when the user wants to add, integrate, or register a new LLM model (e.g. Claude, GPT, DeepSeek, Gemini, Kimi, Qwen, Grok) into the Kiln model list, mentions adding a model to mlmodellist.py, asks to discover/find new models that are…

Kiln-AI/Kiln

Skill Claude CodeCodex

Run the Kiln pre-release smoke test suite plus the standard CI checks (checks.sh), diagnose every prerelease test that broke (and why), and write a clean readable report with recommended actions. Read-only — it never edits code. Use when the user wants to validate a release candidate, run prerelease tests, or asks for…

Kiln-AI/Kiln

Skill Claude CodeCodex

Post a "what's changed since the last release" recap to the release Slack channel for final QA. Groups merged PRs by author and classifies each as feature / bug fix / task. Use when the user wants a release recap, a changelog since the last tag, or to prep QA before cutting a release from main.

huggingface/huggingface_hub

Skill Claude CodeCodex ✓ vendor

Generate Hugging Face Hub (huggingfacehub) release notes from cached PR JSON files. Use when asked to draft release notes from PR files.

astroautomata/PySR

Skill Claude CodeCodex

Use when fitting equations to data with PySR or SymbolicRegression.jl, when a user wants an interpretable formula, symbolic model, scaling law, or empirical relation discovered from numeric data, or when debugging a PySR search that is slow, stuck, or giving poor equations.

truera/trulens

Skill Claude CodeCodex

Diagnose low evaluation scores and generate actionable improvement recommendations.

truera/trulens

Skill Claude CodeCodex

Configure feedback functions and selectors for TruLens evaluations.

truera/trulens

Skill Claude CodeCodex

Instrument LLM apps with TruLens OTEL-based tracing - from setup to debugging and optimization.

NVIDIA/physicsnemo

Skill Claude CodeCodex ✓ vendor

Official NVIDIA-authored guidance for navigating PhysicsNeMo — pick the model, datapipe, or example for a SciML/AI4Science task (surrogates, forecasting, downscaling, physics-informed, inverse, generative). Points at existing files via live repo search; never writes code. Do NOT use for installation or environment…

NVIDIA/physicsnemo

Skill Claude CodeCodex ✓ vendor

Official NVIDIA-authored guidance for PhysicsNeMo ShardTensor domain parallelism — integrate domain parallelism into training/inference scripts (new or existing) with DDP or FSDP2, write and register shard patches to enable new layers/ops, and bootstrap multi-GPU correctness tests. Use when working with ShardTensor…

SharpAI/DeepCamera

Skill Claude CodeCodex

LLM & VLM evaluation suite for home security AI applications.

SharpAI/DeepCamera

Skill Claude CodeCodex

VLM evaluation suite for video anomaly detection in smart home camera footage.

SharpAI/DeepCamera

Skill Claude CodeCodex

Google Coral Edge TPU — real-time object detection natively (macOS / Linux).

dstackai/dstack

Skill Claude CodeCodex

Create and manage dstack presets: a toolkit that streamlines model inference optimization with agents, and a portable preset format. Use together with the dstack skill, and only when the user explicitly asks to create a preset or manage existing presets, not for deploying or serving a model.

dstackai/dstack

Skill Claude CodeCodex

Use with the dstack skill for model-serving work when the image, serving command, resources, backend/fleet choice, or service behavior is not proven. Guides task-first prototyping on real hardware, choosing fleets/backends that can reuse idle instances and caches, checking vLLM/SGLang sources, and verifying the final…

dstackai/dstack

Skill Claude CodeCodex

Skill "dstack" from dstackai/dstack, covering dstack, how it works, quick agent flow (detached runs), agent execution guidelines and output accuracy.

gomlx/gomlx

Skill Claude CodeCodex

Machine learning models training and inference using GoMLX for Go. It provides an abstraction to create vectorized computation graphs, that can then be JIT-compiled (Just-In-Time) and executed very fast, with backends using XLA (for CPU/CUDA/TPU), Go and others. Includes a reach set of vector (tensors) operations on…