Skill · em Dados, IA e pesquisa

senior-data-scientist

World-class data science skill for statistical modeling, experimentation, causal inference, and advanced analytics. Expertise in Python (NumPy, Pandas, Scikit-learn), R, SQL, statistical methods, A/B testing, time series, and business intelligence. Includes experiment design, feature engineering,…

Procedência

Origem: davila7/claude-code-templates
Caminho: cli-tool/components/skills/development/senior-data-scientist
Versão fixada: 57f899e5394bb8ca166f38eacae8f0853cbfe033
Licença: MIT
Espelhado em 25/09/2026
65 downloads no Claude Code Templates (lido em 25/09/2026)

Antes de instalar

7 arquivos · 17,9 KB · inclui 3 scripts que executam: scripts/experiment_designer.py, scripts/feature_engineering_pipeline.py, scripts/model_evaluation_suite.py

Instalar na sua CLI

O comando baixa a versão fixada (commit 57f899e) direto da origem, para a pasta que a CLI lê. Precisa de curl (macOS e Linux); no Windows não há comando, porque o Rook Labs é para macOS.

Claude Code

Neste projeto: instala em .claude/skills/senior-data-scientist/.

d=".claude/skills/senior-data-scientist"
u="https://raw.githubusercontent.com/davila7/claude-code-templates/57f899e5394bb8ca166f38eacae8f0853cbfe033/cli-tool/components/skills/development/senior-data-scientist"
curl -fsSL --create-dirs \
  -o "$d/SKILL.md" "$u/SKILL.md" \
  -o "$d/references/experiment_design_frameworks.md" "$u/references/experiment_design_frameworks.md" \
  -o "$d/references/feature_engineering_patterns.md" "$u/references/feature_engineering_patterns.md" \
  -o "$d/references/statistical_methods_advanced.md" "$u/references/statistical_methods_advanced.md" \
  -o "$d/scripts/experiment_designer.py" "$u/scripts/experiment_designer.py" \
  -o "$d/scripts/feature_engineering_pipeline.py" "$u/scripts/feature_engineering_pipeline.py" \
  -o "$d/scripts/model_evaluation_suite.py" "$u/scripts/model_evaluation_suite.py" \
  -o "$d/LICENSE" "https://raw.githubusercontent.com/davila7/claude-code-templates/57f899e5394bb8ca166f38eacae8f0853cbfe033/LICENSE"

Global: instala em ~/.claude/skills/senior-data-scientist/.

d="$HOME/.claude/skills/senior-data-scientist"
u="https://raw.githubusercontent.com/davila7/claude-code-templates/57f899e5394bb8ca166f38eacae8f0853cbfe033/cli-tool/components/skills/development/senior-data-scientist"
curl -fsSL --create-dirs \
  -o "$d/SKILL.md" "$u/SKILL.md" \
  -o "$d/references/experiment_design_frameworks.md" "$u/references/experiment_design_frameworks.md" \
  -o "$d/references/feature_engineering_patterns.md" "$u/references/feature_engineering_patterns.md" \
  -o "$d/references/statistical_methods_advanced.md" "$u/references/statistical_methods_advanced.md" \
  -o "$d/scripts/experiment_designer.py" "$u/scripts/experiment_designer.py" \
  -o "$d/scripts/feature_engineering_pipeline.py" "$u/scripts/feature_engineering_pipeline.py" \
  -o "$d/scripts/model_evaluation_suite.py" "$u/scripts/model_evaluation_suite.py" \
  -o "$d/LICENSE" "https://raw.githubusercontent.com/davila7/claude-code-templates/57f899e5394bb8ca166f38eacae8f0853cbfe033/LICENSE"

Codex

Neste projeto: instala em .agents/skills/senior-data-scientist/.

d=".agents/skills/senior-data-scientist"
u="https://raw.githubusercontent.com/davila7/claude-code-templates/57f899e5394bb8ca166f38eacae8f0853cbfe033/cli-tool/components/skills/development/senior-data-scientist"
curl -fsSL --create-dirs \
  -o "$d/SKILL.md" "$u/SKILL.md" \
  -o "$d/references/experiment_design_frameworks.md" "$u/references/experiment_design_frameworks.md" \
  -o "$d/references/feature_engineering_patterns.md" "$u/references/feature_engineering_patterns.md" \
  -o "$d/references/statistical_methods_advanced.md" "$u/references/statistical_methods_advanced.md" \
  -o "$d/scripts/experiment_designer.py" "$u/scripts/experiment_designer.py" \
  -o "$d/scripts/feature_engineering_pipeline.py" "$u/scripts/feature_engineering_pipeline.py" \
  -o "$d/scripts/model_evaluation_suite.py" "$u/scripts/model_evaluation_suite.py" \
  -o "$d/LICENSE" "https://raw.githubusercontent.com/davila7/claude-code-templates/57f899e5394bb8ca166f38eacae8f0853cbfe033/LICENSE"

Global: instala em ~/.agents/skills/senior-data-scientist/.

d="$HOME/.agents/skills/senior-data-scientist"
u="https://raw.githubusercontent.com/davila7/claude-code-templates/57f899e5394bb8ca166f38eacae8f0853cbfe033/cli-tool/components/skills/development/senior-data-scientist"
curl -fsSL --create-dirs \
  -o "$d/SKILL.md" "$u/SKILL.md" \
  -o "$d/references/experiment_design_frameworks.md" "$u/references/experiment_design_frameworks.md" \
  -o "$d/references/feature_engineering_patterns.md" "$u/references/feature_engineering_patterns.md" \
  -o "$d/references/statistical_methods_advanced.md" "$u/references/statistical_methods_advanced.md" \
  -o "$d/scripts/experiment_designer.py" "$u/scripts/experiment_designer.py" \
  -o "$d/scripts/feature_engineering_pipeline.py" "$u/scripts/feature_engineering_pipeline.py" \
  -o "$d/scripts/model_evaluation_suite.py" "$u/scripts/model_evaluation_suite.py" \
  -o "$d/LICENSE" "https://raw.githubusercontent.com/davila7/claude-code-templates/57f899e5394bb8ca166f38eacae8f0853cbfe033/LICENSE"

Antigravity

Neste projeto: instala em .agents/skills/senior-data-scientist/.

d=".agents/skills/senior-data-scientist"
u="https://raw.githubusercontent.com/davila7/claude-code-templates/57f899e5394bb8ca166f38eacae8f0853cbfe033/cli-tool/components/skills/development/senior-data-scientist"
curl -fsSL --create-dirs \
  -o "$d/SKILL.md" "$u/SKILL.md" \
  -o "$d/references/experiment_design_frameworks.md" "$u/references/experiment_design_frameworks.md" \
  -o "$d/references/feature_engineering_patterns.md" "$u/references/feature_engineering_patterns.md" \
  -o "$d/references/statistical_methods_advanced.md" "$u/references/statistical_methods_advanced.md" \
  -o "$d/scripts/experiment_designer.py" "$u/scripts/experiment_designer.py" \
  -o "$d/scripts/feature_engineering_pipeline.py" "$u/scripts/feature_engineering_pipeline.py" \
  -o "$d/scripts/model_evaluation_suite.py" "$u/scripts/model_evaluation_suite.py" \
  -o "$d/LICENSE" "https://raw.githubusercontent.com/davila7/claude-code-templates/57f899e5394bb8ca166f38eacae8f0853cbfe033/LICENSE"

Global: instala em ~/.gemini/antigravity-cli/skills/senior-data-scientist/.

d="$HOME/.gemini/antigravity-cli/skills/senior-data-scientist"
u="https://raw.githubusercontent.com/davila7/claude-code-templates/57f899e5394bb8ca166f38eacae8f0853cbfe033/cli-tool/components/skills/development/senior-data-scientist"
curl -fsSL --create-dirs \
  -o "$d/SKILL.md" "$u/SKILL.md" \
  -o "$d/references/experiment_design_frameworks.md" "$u/references/experiment_design_frameworks.md" \
  -o "$d/references/feature_engineering_patterns.md" "$u/references/feature_engineering_patterns.md" \
  -o "$d/references/statistical_methods_advanced.md" "$u/references/statistical_methods_advanced.md" \
  -o "$d/scripts/experiment_designer.py" "$u/scripts/experiment_designer.py" \
  -o "$d/scripts/feature_engineering_pipeline.py" "$u/scripts/feature_engineering_pipeline.py" \
  -o "$d/scripts/model_evaluation_suite.py" "$u/scripts/model_evaluation_suite.py" \
  -o "$d/LICENSE" "https://raw.githubusercontent.com/davila7/claude-code-templates/57f899e5394bb8ca166f38eacae8f0853cbfe033/LICENSE"

Peça ao Rook

Já usa o Rook Labs? Cole no chat do Rook: instale a skill https://rooklabs.sh/marketplace/cct.senior-data-scientist

Prévia do SKILL.md

---
name: senior-data-scientist
description: World-class data science skill for statistical modeling, experimentation, causal inference, and advanced analytics. Expertise in Python (NumPy, Pandas, Scikit-learn), R, SQL, statistical methods, A/B testing, time series, and business intelligence. Includes experiment design, feature engineering, model eva…
---

# Senior Data Scientist

World-class senior data scientist skill for production-grade AI/ML/Data systems.

## Quick Start

### Main Capabilities

```bash
# Core Tool 1
python scripts/experiment_designer.py --input data/ --output results/

# Core Tool 2  
python scripts/feature_engineering_pipeline.py --target project/ --analyze

# Core Tool 3
python scripts/model_evaluation_suite.py --config config.yaml --deploy
```

## Core Expertise

This skill covers world-class capabilities in:

- Advanced production patterns and architectures
- Scalable system design and implementation
- Performance optimization at scale
- MLOps and DataOps best practices
- Real-time processing and inference
- Distributed computing frameworks
- Model deployment and monitoring
- Security and compliance
- Cost optimization
- Team leadership and mentoring

## Tech Stack
…

Ver todo o marketplace