Data & ML

curated by SkillMD · plugin · 29 skills

SQL, analytics, datasets, models and machine-learning workflows.

Install the whole plugin (CLI)

npx skillmds add agricidaniel/ads-math
npx skillmds add goldentrii/agent-recall
npx skillmds add google-gemma/gemma-dev
npx skillmds add franks-intellab/agentic-kaggle-skill
npx skillmds add heygen/captions-overlay
npx skillmds add 24601/surrealdb
npx skillmds add dontbesilent2025/dbs-diagnosis
npx skillmds add tbdavid2019/openclaw-docs
npx skillmds add nexu-io/data-report
npx skillmds add stieges/bpmn-generator
npx skillmds add voltagent/bmw-design-analysis
npx skillmds add fahrenheitresearch/weather-plugin
npx skillmds add google-gemma/gemma-trainer
npx skillmds add klotzkette/excel
npx skillmds add nexu-io/flowai-team-dashboard
npx skillmds add majiayu000/ktx
npx skillmds add voltagent/claude-design-analysis
npx skillmds add ecnu-icalk/mcp-builder
npx skillmds add voltagent/ferrari-design-analysis
npx skillmds add agentskillexchange/writingmate-mcp-video-and-image-generation
npx skillmds add voltagent/minimax-design-analysis
npx skillmds add redpanda-data/adp
npx skillmds add tinh2/diagram
npx skillmds add lucaspmarie-a11y/sql-pro
npx skillmds add schattenspiegel/pandera-polars
npx skillmds add schattenspiegel/pyarrow-python
npx skillmds add majiayu000/ml
npx skillmds add majiayu000/hqq-quantization
npx skillmds add majiayu000/rag

⬇ Download

Skills in this plugin

▌
ads-math · agricidaniel
Calculate and model paid-media financial metrics including CPA, CPL, CPC, CPM, ROAS, MER, break-even targets, contribution margin, LTV:CAC, impression-share opportunity, budgets, forecasts, and experiment economics.

1
install
▌
agent-recall · goldentrii bundle
Provides persistent, compounding memory for AI agents across sessions using local markdown files, with optional Supabase-backed semantic search.

365
repo stars
▌
gemma-dev · google-gemma bundle
Selects the right Gemma model for a task, recommends deployment tooling (Gradio, Transformers.js, Vertex AI, MLX), and applies optimizations like MTP and QAT.

6
installs
▌
agentic-kaggle-skill · franks-intellab bundle
End-to-end Kaggle competition workflow for scored submissions, covering code competitions, validation, metrics, public notebook/discussion intel, tabular/text/image modeling, tuning, ensembling, multi-notebook architectures, Kaggle GPU offload, and hidden-test debugging.

170
repo stars
▌
captions-overlay · heygen
Defines the caption model (drop/rail/embed) and overlay law for compositing captions on top of video, never reserving a bottom band.

0
installs
▌
surrealdb · 24601 bundle
Expert guidance for architecting, developing, and operating SurrealDB 3, covering SurrealQL, multi-model data modeling, vector search, security, deployment, performance tuning, SDK integration, and ecosystem tools.

34
repo stars
▌
dbs-diagnosis · dontbesilent2025
Diagnoses business models using dontbesilent's ontological framework, offering consultation mode to dissolve problems and checkup mode to analyze business structures.

0
installs
▌
openclaw-docs · tbdavid2019 bundle
Find authoritative guidance for installing, configuring, operating, securing, and troubleshooting OpenClaw, including channels, model providers, Gateway operations, tools, plugins, automation, nodes, multi-agent routing, and CLI errors. Use for any question or maintenance task involving an OpenClaw installation.

32
repo stars
▌
data-report · nexu-io bundle
Converts CSV, Excel, or JSON data into a polished, interactive visual report page with KPI cards, charts, data tables, and insights.

5
installs
▌
bpmn-generator · stieges bundle
Generates OMG-compliant BPMN 2.0 XML and SVG diagrams from natural language process descriptions, with validation, automatic layout, and optional process optimization advisories.

32
repo stars
▌
bmw-design-analysis · voltagent bundle
Documents the design system of BMW's corporate website, including color palette, typography, spacing, and layout tokens for UI implementation.

50.9k
repo stars
▌
weather-plugin · fahrenheitresearch bundle
Queries weather data, radar imagery, model maps, and meteorological calculations using 12 specialized tools.

47
repo stars
▌
gemma-trainer · google-gemma bundle
Fine-tune Gemma models locally using QLoRA, Unsloth, or TRL for SFT, DPO, and reward modeling, with dataset preparation and conversion to GGUF or LiteRT-LM.

3
installs
▌
excel · klotzkette
Prüft Frist, Form, Zuständigkeit, Rechtsweg und Sofortmaßnahmen für Behörden-, Gerichts- oder Registerwege in der Liquiditätsplanung und liefert eine Fristen- und Risikoampel mit Sofortschritten.

1.5k
repo stars
▌
flowai-team-dashboard · nexu-io bundle
Generates a single-page team management dashboard with tabs for members, details, and activity log, including charts and CSV export.

5
installs
▌
ktx · majiayu000 bundle
Installs and configures ktx, the open-source context layer for data agents, including database connections, embeddings, agent integration, and context ingestion.

567
repo stars
▌
claude-design-analysis · voltagent bundle
Documents the warm, editorial design system of Claude.com, including color palette, typography, spacing, and surface modes for consistent brand implementation.

50.9k
repo stars
▌
mcp-builder · ecnu-icalk bundle
Guides the creation of high-quality MCP servers that let LLMs interact with external services through well-designed tools, covering planning, implementation, testing, and evaluation.

559
repo stars
▌
ferrari-design-analysis · voltagent bundle
Documents Ferrari's brand design system including color palette, typography, spacing, and layout tokens for use in marketing materials.

50.9k
repo stars
▌
writingmate-mcp-video-and-image-generation · agentskillexchange
Connects MCP-compatible coding agents to Writingmate for model discovery, text comparison, image generation, and video generation using models like Seedance, Sora, Veo, Kling, and PixVerse.

28
repo stars
▌
minimax-design-analysis · voltagent bundle
Analyzes MiniMax's design system, documenting its dual identity of stark monochrome marketing and vibrant gradient product cards, with detailed color, typography, and layout tokens.

50.9k
repo stars
▌
adp · redpanda-data bundle
Operates Redpanda's Agentic Data Plane: manages AI agents, MCP servers, LLM providers, budgets, guardrails, and Cedar access policies via the `rpk ai` CLI and API, including OAuth wiring and spend/transcript insights.

6
repo stars
▌
diagram · tinh2
Generates Mermaid architecture diagrams from a codebase, including C4 context and container diagrams, sequence diagrams for key flows, ER diagrams from database schemas, and module dependency graphs.

13
repo stars
▌
sql-pro · lucaspmarie-a11y
Optimize SQL queries, design database schemas, and tune performance across cloud-native and hybrid OLTP/OLAP environments.

5
repo stars
▌
pandera-polars · schattenspiegel bundle
Creates executable Polars dataframe contracts using Pandera's Polars backend for runtime validation of schemas, columns, and checks.

0
repo stars
▌
pyarrow-python · schattenspiegel bundle
Write, review, debug, test, or optimize Python code using PyArrow arrays, schemas, tables, compute kernels, datasets, Parquet, and Arrow IPC.

0
repo stars
▌
ml · majiayu000 bundle
Guides machine learning development with experiment tracking, hyperparameter optimization, model registry, and MLOps pipeline integration.

567
repo stars
▌
hqq-quantization · majiayu000 bundle
Quantize large language models to 8/4/3/2/1-bit precision without calibration data, using multiple optimized backends and integrations with HuggingFace Transformers, vLLM, and PEFT/LoRA.

567
repo stars
▌
rag · majiayu000 bundle
Builds Retrieval-Augmented Generation systems with document chunking, embedding generation, vector storage, and retrieval pipelines, including evaluation and optimization.

567
repo stars