Fabric Data Science

75 / 100 · Review before installing

Check before installing. Some of what it can do is expected: a data skill usually connects to databases or online services with your credentials.

By TheLobbi/Claude-m (GitHub) · data · 19 stars · scanned at commit 703f383

Deep expertise in Microsoft Fabric Data Science — create and track ML experiments with MLflow, train models with scikit-learn/LightGBM/XGBoost/PyTorch in Spark-based notebooks, leverage SynapseML for distributed ML and Cognitive Services, register and version models, batch-score with the T-SQL PREDICT function, and bridge Power BI semantic models to ML workflows via semantic link (SemPy). Targets data scientists and ML engineers building production ML pipelines on Microsoft Fabric.

Works with any agent that supports SKILL.md skills.

What this skill can do

Connects to the internet

The author does not mention this. Expected for a data skill.

Found in 2 places.

fabric-data-science/skills/fabric-data-science/references/predict-integration.md, line 340resp = requests.post(endpoint_url, json=payload, headers={"Authorization": f"Bearer {key}"})
fabric-data-science/skills/fabric-data-science/references/predict-integration.md, line 361resp = requests.post(endpoint_url, json=payload, headers={"Authorization": f"Bearer {api_key}"}, timeout=60)

Downloads and installs other software

The author does not mention this. It runs automatically when the plugin is installed.

Found in 6 places.

fabric-data-science/skills/fabric-data-science/references/semantic-link.md, line 14%pip install sempy-fabric==0.8.0
fabric-data-science/agents/data-science-reviewer.md, line 65- **Library versions**: Check for pinned versions in `%pip install` commands. Flag unpinned installs that could break reproducibility.
fabric-data-science/commands/fabric-ds-setup.md, line 37pip install mlflow scikit-learn lightgbm xgboost flaml optuna \

Show 3 more

fabric-data-science/commands/fabric-ds-setup.md, line 45pip install synapseml
fabric-data-science/commands/fabric-ds-setup.md, line 107%pip install sempy-fabric
fabric-data-science/.mcp.json, line 4"command": "npx",

Runs commands on your computer

The author does not mention this. It runs automatically when the plugin is installed.

Found in 1 place.

fabric-data-science/.mcp.json, line 4"command": "npx",

Safer alternatives

Low-risk skills in the same category (data) that look related. Check that one does what you need.

Install

Paste this into your terminal. It downloads exactly the version we scanned, not whatever is newest.

if [ -e ~/.agents/skills/'fabric-data-science' ] || [ -L ~/.agents/skills/'fabric-data-science' ]; then echo 'A skill folder named fabric-data-science already exists — not replacing it' >&2; false; else d=$(mktemp -d) && git clone --quiet --filter=blob:none --no-checkout 'https://github.com/TheLobbi/Claude-m' "$d" && git -C "$d" checkout --quiet '703f383198963a3596f7a86ff63c9f98574a21b6' -- 'fabric-data-science/skills/fabric-data-science' && mkdir -p ~/.agents/skills && cp -R "$d"/'fabric-data-science/skills/fabric-data-science' ~/.agents/skills/'fabric-data-science' && rm -rf "$d"; fi

Codex reads ~/.agents/skills directly. For Claude Code, Cursor, Copilot, Gemini CLI, Antigravity or OpenCode, also link it. For Claude Code: ln -s ~/.agents/skills/'fabric-data-science' ~/.claude/skills/'fabric-data-science' (other agents: ~/.cursor/skills, ~/.copilot/skills, ~/.gemini/skills, ~/.gemini/config/skills, ~/.config/opencode/skills). Or install through the finder skill, which does both.

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Score history

Date	Version	Score
2026-11-11	`703f383`	75