Data & Analytics · By revfactory

A skill for analyzing website anti-bot defense mechanisms and developing legitimate evasion strategies.

revfactory/harness-100

Methodology for selecting optimal chart types based on data type and analysis purpose.

revfactory/harness-100

A data flow mapping tool that systematically maps personal information processing flows and identifies risk points.

revfactory/harness-100

Guide for experiment tracking tool setup (MLflow, Weights & Biases, etc.), reproducibility assurance, model registry, and experiment comparison methodology.

revfactory/harness-100

Feature engineering techniques catalog: numeric/categorical/time-series/text transformations, feature selection, feature store design.

revfactory/harness-100

A specialized skill for the hashtag-analyst agent covering hashtag science.

revfactory/harness-100

ML model selection matrix by problem type, hyperparameter tuning strategies, and ensemble methodology guide.

revfactory/harness-100

A skill for systematically generating and validating CSS/XPath selectors for web page data extraction.

revfactory/harness-100

Statistical test selection decision tree, per-test assumptions/formulas/interpretation guide, effect size, and power analysis.

revfactory/harness-100

Visualization type selection matrix by data type and analysis purpose, matplotlib/seaborn/plotly implementation pattern guide.

revfactory/harness-100

웹사이트의 안티봇 방어 메커니즘을 분석하고 합법적 우회 전략을 수립하는 스킬. An agent skill from revfactory/harness-100.

revfactory/harness-100

Full pipeline where an agent team collaborates to generate data warehouse design, KPI definitions, visualizations, and automated reports for a BI dashboard.

revfactory/harness-100

데이터 유형과 분석 목적에 따라 최적의 차트 유형을 선택하는 방법론. An agent skill from revfactory/harness-100.

revfactory/harness-100

Airflow DAG pattern, of , retry strategy, etc. An agent skill from revfactory/harness-100.

revfactory/harness-100

Airflow DAG 설계 패턴, 의존관계 관리, 재시도 전략, 멱등성 보장, 백필 전략 등 데이터 파이프라인 오케스트레이션 가이드.

revfactory/harness-100

A full analysis pipeline where an agent team collaborates to perform exploratory data analysis (EDA), data cleaning, statistical analysis, visualization, and report writing.

revfactory/harness-100

Full migration pipeline where an agent team collaborates to perform source analysis, schema mapping, transformation script generation, validation query design, and rollback planning.

revfactory/harness-100

data (accuracy, completeness, timeliness, consistency etc.)per verification rule and Great Expectations, dbt tests etc.of also for guide.

revfactory/harness-100

데이터 품질 차원(정확성, 완전성, 적시성, 일관성 등)별 검증 규칙 설계와 Great Expectations, dbt tests 등의 도구 활용 가이드.

revfactory/harness-100

data visualization guide. An agent skill from revfactory/harness-100.

revfactory/harness-100

데이터 시각화 가이드. An agent skill from revfactory/harness-100.

revfactory/harness-100

피처 엔지니어링 기법 카탈로그: 수치형/범주형/시계열/텍스트 변환, 피처 선택, 피처 스토어 설계. An agent skill from revfactory/harness-100.

revfactory/harness-100

A specialized skill providing industry-specific benchmark data and KPI selection frameworks for KPI dashboard design.

revfactory/harness-100

A full ML pipeline where an agent team collaborates to perform data preparation, model design, training, evaluation, and deployment readiness.

revfactory/harness-100

ML 문제 유형별 모델 선택 매트릭스, 하이퍼파라미터 튜닝 전략, 앙상블 방법론 가이드. An agent skill from revfactory/harness-100.

revfactory/harness-100

Sentiment analysis scoring framework. An agent skill from revfactory/harness-100.

revfactory/harness-100

통계 검정 선택 의사결정 트리, 검정별 가정/공식/해석 가이드, 효과 크기와 검정력 분석. An agent skill from revfactory/harness-100.

revfactory/harness-100

Text analytics methodology. An agent skill from revfactory/harness-100.

revfactory/harness-100

데이터 유형과 분석 목적에 따른 시각화 유형 선택 매트릭스, matplotlib/seaborn/plotly 구현 패턴 가이드.

revfactory/harness-100

Full pipeline for building web scraping systems with agent team collaboration.

revfactory/harness-100