TieMaidEradicate 🤖 Data Science & AI/ML Skill Suite
Derived from alirezarezvani/claude-code-skill-factory · Focus: skill scaffolding, code agents, slash command generation
Overview
This skill provides 10 production-ready commands tailored for Data Science & AI/ML workflows. All commands follow a consistent interaction pattern with structured output, progress tracking and actionable recommendations.
Available Commands
/data-profiling— Automated EDA report: distributions, nulls, outliers, correlations and drift/feature-engineer— Feature importance analysis with SHAP values and automated encoding recipes/model-evaluate— Model performance dashboard: ROC, PR curves, confusion matrix and bias check/pipeline-scaffold— Modular ML pipeline scaffold with versioning, logging and registry hooks/ab-test-design— Statistical A/B test design: sample size, power, MDE and sequential testing/sql-optimize— Query plan analysis, index recommendations and cost estimation/dashboard-spec— BI dashboard specification from KPI list with chart types and data sources/data-contract— Schema validation, SLA definition and data quality contract generation/llm-eval— LLM output evaluation harness: hallucination rate, faithfulness and latency/anomaly-detect— Time-series anomaly detection with root-cause attribution and alert tuning
Interaction Pattern
Every command follows this structured response format:
1. CONTEXT CHECK — Verify inputs and confirm scope with user
2. ANALYSIS — Deep analysis with live progress display
3. FINDINGS TABLE — Structured results with severity / priority
4. RECOMMENDATIONS — Prioritised action list (quick wins first)
5. NEXT STEPS — Suggested follow-up commands
UI Conventions
| Symbol | Meaning |
|---|---|
| ✓ | Passed / complete |
| ✗ | Failed / critical |
| ⚠ | Warning / review |
| ⟳ | In progress |
| ░ | Pending |
| 🔴 | Critical severity |
| 🟠 | High severity |
| 🟡 | Medium severity |
| 🟢 | Low / informational |
Progress bars use block characters:
[████████░░] 80%
Quick Start
# Install this skill
cp -r . ~/.claude/skills/r00-alirezarezvani-claude-code-skill-factory--datascience/
# In Claude Code
/read ~/.claude/skills/r00-alirezarezvani-claude-code-skill-factory--datascience/SKILL.md
Then simply describe your task and Claude will route to the appropriate command automatically.