machine-learning skills

434 tagged machine-learning, measured the same way as everything else here.

Browse within: data-science 267LLM 174bioinformatics 161deep-learning 101prompt-engineering 80MLOps 73agents 52claude-code-plugin 50skills 44forecasting 43Scikit-Learn 41mlforecast 41neuralforecast 41Distributed Computing 34

OpenBB-finance/OpenBB

Skill Claude CodeCodex

This guide covers installation, configuration, authentication, tool discovery, prompt management, and client integration for openbb-mcp-server.

not rated 74k changed 16d ago A ✓ AI review SkillSpector: warn 31 tokens

streamlit/streamlit

Skill Claude Code

Use for ALL Streamlit tasks: creating, editing, debugging, beautifying, styling, theming, optimizing, or deploying Streamlit apps. Also custom components, st.components.v2, HTML/JS/CSS work. Discovers and loads version-matched reference docs from the user's installed Streamlit (>=1.57). Triggers: streamlit, st.…

not rated 46k +75 today A Snyk: passSkillSpector: pass 128 tokens original Apache-2.0

equity-deep-dive

03

google-research/google-research

Skill Claude CodeCodex

A thorough single-equity deep dive — read the recent qualitative picture from the web, then ground it in fundamentals and health ratios, an intrinsic DCF with a sensitivity range, a comparable-company cross-check, and the analyst-consensus view.

not rated 39k +37 yesterday A ✓ AI review SkillSpector: pass 55 tokens original Apache-2.0

grpo-finetune

04

patchy631/ai-engineering-hub

Skill Claude CodeCodex

Fine-tune a model with GRPO on Fireworks-managed GPUs from a plain-English task description and a dataset. Use this skill whenever the user wants to fine-tune, RL-tune, or GRPO-train a model on their own data — or says things like "train a model to extract/classify/score X", "fine-tune on this dataset", "set up a GRPO…

not rated 38k +59 3d ago A ✓ AI review Snyk: passSkillSpector: warn 122 tokens original MIT

marimo-pair

05

marimo-team/marimo

Skill Claude CodeCodex

Work inside the user's live marimo notebook from the code editor: run Python in the same kernel the user does, inspect live notebook state, and commit durable notebook changes through code mode. Use whenever you create, analyze, or improve the user's marimo notebook.

not rated 23k +114 changed 1mo ago A Snyk: passSkillSpector: pass 57 tokens original Apache-2.0

ml-engineering

07

stas00/ml-engineering

Skill Claude CodeCodex

This file moved to skills/ml-engineering/SKILL.md.

not rated 20k +98 changed 14d ago A 0 tokens CC-BY-SA-4.0

rocketride-org/rocketride-server

Skill Claude CodeCodex needs its repo

Use when asked to build, run, or validate a RocketRide pipeline (e.g. "build me a chatbot that answers from my docs", "make a pipeline that summarizes uploaded PDFs", "run this pipeline"), or whenever turning a plain-language data/AI task into a working RocketRide pipeline.

not rated 18k +49 today A 66 tokens original MIT

quiz-generation

09

GetBindu/Bindu

Skill Claude CodeCodex

Educational assessment expert that generates high-quality multiple-choice quizzes from any provided text. Creates exactly 10 MCQs with 4 options each, correct answer identification, and concise explanations.

not rated 10k +25 1mo ago A SkillSpector: pass 2 tokens

od-expert

10

yzhao062/pyod

Skill Claude CodeCodex

Anomaly detection expert backed by PyOD's ADEngine. Drives autonomous detection workflows on tabular, time series, graph, text, and image data: profiling, planning, multi-detector comparison, quality assessment, iteration, and reporting. Encodes deep OD knowledge so non-expert users can run the full workflow without…

not rated 10k +9 4d ago A SkillSpector: warn 0 tokens original BSD-2-Clause

swarms

11

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…

not rated 7.3k +22 changed 20d ago A 73 tokens original Apache-2.0

pysr

12

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.

not rated 3.8k +8 changed 15d ago A SkillSpector: pass 61 tokens original Apache-2.0

truera/trulens

Skill Claude CodeCodex

Configure feedback functions and selectors for TruLens evaluations.

not rated 3.6k +7 today A SkillSpector: pass 17 tokens original MIT

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…

not rated 3.4k +23 changed 7d ago A SkillSpector: pass 152 tokens original Apache-2.0

SharpAI/DeepCamera

Skill Claude CodeCodex

LLM & VLM evaluation suite for home security AI applications.

not rated 3.1k +8 29d ago A SkillSpector: warn 17 tokens original MIT

dstack-prototyping

16

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…

not rated 2.3k +10 changed 16d ago A SkillSpector: warn 80 tokens original MPL-2.0

PharMolix/OpenBioMed

Skill Claude CodeCodex

Query CZ CELLxGENE Census (61M+ cells). Filter by cell type/tissue/disease, retrieve expression data, and integrate with scanpy/PyTorch for population-scale single-cell analysis. Use this skill when: (1) Querying single-cell expression data by cell type, tissue, or disease, (2) Exploring available single-cell datasets…

not rated 1.1k +4 2mo ago A SkillSpector: pass 105 tokens original MIT

retentioneering/retentioneering-tools

Skill Claude CodeCodex needs its repo

Help the user turn their Retentioneering ideas, friction reports, bug findings, or feature needs into high-quality upstream contributions: from capturing and validating the idea, through minimal reproductions and issue drafts, to preparing, testing, and submitting a pull request that follows this repository's…

not rated 933 +7 yesterday A SkillSpector: pass 106 tokens original Apache-2.0

georgedouzas/sports-betting

Skill Claude Code

Convert existing tasks into actionable, dependency-ordered GitHub issues for the feature based on available design artifacts.

not rated 815 +5 22d ago A 28 tokens copy · 69% MIT

wax

20

christopherkarani/Wax

Skill Codex

Swift client guidance for Wax's public Memory, PhotoMemory, and VideoMemory APIs. Use only when writing or changing Swift app code that imports Wax. Do not use at session start. Do not use for MCP remember/recall/stats — those follow the live MCP server instructions. Do not use for waxmcp install or doctor (that is…

not rated 804 changed 1mo ago A SkillSpector: pass 76 tokens original Apache-2.0

optim-agent

21

Optim-Agent/optim-agent

Skill Codex

Use when the user wants to optimize configurable system parameters against a measurable scalar objective, especially for model training, inference, quantitative strategies, reinforcement learning, scientific workflows, or other expensive black-box evaluations where reading the project can improve trial selection.

not rated 798 +3 2mo ago A 50 tokens original MIT

learning-systems

22

joelhooks/swarm-tools

Skill Claude CodeCodex

Implicit feedback scoring, confidence decay, and anti-pattern detection. Use when understanding how the swarm plugin learns from outcomes, implementing learning loops, or debugging why patterns are being promoted or deprecated. Unique to opencode-swarm-plugin.

not rated 747 +2 2mo ago A 49 tokens

graphsignal/graphsignal-profiler

Skill Claude CodeCodex

Set up the Graphsignal Profiler for inference workloads — vLLM, SGLang, PyTorch, and dstack services. Use when the user wants GPU profiling, tracing, or monitoring for inference, asks about graphsignal-run or graphsignal.watch(), or asks about CUPTI / Prometheus / OTLP setup.

not rated 245 2mo ago A 74 tokens copy · 100% Apache-2.0

perforatedai

24

PerforatedAI/PerforatedAI

Skill Claude CodeCodex

Expert in PerforatedAI library for adding artificial dendrites to PyTorch neural networks. Triggers: 'Perforate my model' (start interactive setup), 'debug my perforated model' (debug/optimize existing integration), 'load my perforated model for inference' (deploy trained models), 'export my perforated model'…

not rated 237 changed 25d ago A SkillSpector: warn 133 tokens original Apache-2.0

At most 3 mods per repository are shown here, and a mod shipped inside a plugin is left to that plugin's page — the rest are on their repository pages: