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Data & Analytics
Data analysis, BI, visualization, datasets, statistics, and ML workflows
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Showing 11,977–12,000 of 12,625 skills
- Data CleanerUse this skill when the user needs to analyze, clean, or prepare datasets. Helps with listing columns, detecting data types (text, categorical, ordinal, numeric), identifying data quality issues, and cleaning values that don't fit expected patterns. Invoke when users mention data cleaning, data quality, column analysis, type detection, or preparing datasets.Votes: 0GitHub stars: 666
- Data Catalog CreatorManage metadata, lineage, and discovery.Votes: 0GitHub stars: 666
- Data Analytics EngineeringAnalytics engineering for reliable metrics and BI readiness. Build transformation layers, dimensional models, semantic metrics, data quality tests, and documentation. Use when you need dbt or SQL transformation strategy, metrics definition, or analytics data modeling.Votes: 0GitHub stars: 666
- Data Analyst Mdpman2 Unified Agent Framew데이터 분석 전문가. pandas, numpy, 시각화, 통계 분석 지원.Votes: 0GitHub stars: 666
- Data Analysis HelperThis skill provides tools and templates for analyzing datasets and generating insights.Votes: 0GitHub stars: 666
- CroConversion rate optimization orchestrator. Analyzes conversion funnels and applies domain-specific patterns. Use when the user wants to optimize conversions, improve signup/checkout flows, reduce friction, increase activation, create paywalls, or improve popup/modal performance. Keywords: CRO, conversion, funnel, friction, optimize, activation, paywall, popup, form, signup, onboarding.Votes: 0GitHub stars: 666
- Crispr Screen PipelineEnd-to-end CRISPR screen analysis from FASTQ to hit genes. Orchestrates guide counting, QC, statistical analysis with MAGeCK, and hit calling with multiple methods. Use when analyzing pooled CRISPR screens from count data to hit calling.Votes: 0GitHub stars: 666
- Credit Model Validation BankingАвтоматизация процесса валидации моделей кредитного риска в банковской сфере. Используется для полного цикла валидации - от загрузки pickle модели и анализа данных до генерации детального отчета с метриками (AUC, Gini, Recall, Precision, F1, KS, PSI, CSI), визуализациями и соответствием регуляторным требованиям Казахстана.Votes: 0GitHub stars: 666
- Creative AnalyzerЭксперт по анализу креативов Facebook Ads. Используй для оценки эффективности креативов, Risk Score, A/B тестирования и рекомендаций по улучшению.Votes: 0GitHub stars: 666
- ScientistStandard data analysis - comprehensive statistical analysis (Sonnet-tier)Votes: 0GitHub stars: 13
- Scientist LowBasic data analysis - fast exploratory analysis (Haiku-tier)Votes: 0GitHub stars: 13
- Create FigureCreate publication-quality figures, charts, and diagrams. Multi-backend: Graphviz, Mermaid, NetworkX/D3, matplotlib, plotly, seaborn. 50+ visualization types for any domain.Votes: 0GitHub stars: 666
- Context IngestionScan project folder structure, validate organization, clone GitHub repository, and generate an inventory of available materials. First step of writer workflow. Use when starting a new manuscript project.Votes: 0GitHub stars: 666
- TrialsimGenerate realistic clinical trial synthetic data including study definitions, sites, subjects, visits, adverse events, efficacy assessments, and disposition. Use when user requests: clinical trial data, CDISC/SDTM/ADaM datasets, trial cohorts (Phase I/II/III/IV), FDA submission test data, or specific therapeutic areas like oncology or biologics/CGT.Votes: 0GitHub stars: 9
- RxmembersimRxMemberSim generates realistic synthetic pharmacy data for testing PBM systems, claims adjudication, and drug utilization review. Use when user requests: (1) pharmacy claims or prescription data, (2) DUR alerts or drug interactions, (3) formulary or tier cohorts, (4) pharmacy prior authorization, (5) NCPDP formatted output.Votes: 0GitHub stars: 9
- PopulationsimPopulationSim provides population-level intelligence using public data sources. Use this skill for ANY request involving: (1) population demographics or profiles, (2) geographic health patterns or disparities, (3) social determinants of health (SDOH), (4) SVI or ADI analysis, (5) cohort definition or specification, (6) clinical trial feasibility, site selection, or enrollment projection, (7) service area analysis, (8) health equity assessment, (9) census data or ACS variables, (10) CDC PLACES...Votes: 0GitHub stars: 9
- PatientsimGenerate realistic clinical patient data including demographics, encounters, diagnoses, medications, labs, and vitals. Use when user requests: (1) patient records or clinical data, (2) EMR test data, (3) specific clinical cohorts like diabetes or heart failure, (4) HL7v2 or FHIR patient resources.Votes: 0GitHub stars: 9
- MigrationHealthSim generates realistic synthetic healthcare data for testing EMR systems, claims processing, pharmacy benefits, and analytics. Use for ANY request involving: (1) synthetic patients, clinical data, or medical records, (2) healthcare claims, billing, or adjudication, (3) pharmacy prescriptions, formularies, or drug utilization, (4) HL7v2, FHIR, X12, or NCPDP formatted output, (5) healthcare testing cohorts or sample data generation.Votes: 0GitHub stars: 9
- Content Performance AnalyzerAnalyzes content marketing metrics to identify top performers, trends, and optimization opportunities. Use when reviewing blog posts, social media, or campaign performance. Accepts CSV data with engagement metrics and provides actionable insights.Votes: 0GitHub stars: 666
- Contamination ScreeningDetect sample contamination and cross-species reads using FastQ Screen. Screen reads against multiple reference genomes to identify bacterial, viral, adapter, or sample swap contamination. Use when suspecting cross-contamination or working with samples prone to microbial contamination.Votes: 0GitHub stars: 666
- Contact PairsProcess Hi-C read pairs using pairtools. Parse alignments, filter duplicates, classify pairs, and generate contact statistics from Hi-C sequencing data. Use when processing raw Hi-C read pairs.Votes: 0GitHub stars: 666
- Consolidate TranscriptsConsolidate transcripts from a channel into a single file, sorted by date (newest first), up to 800K tokens. Use when preparing transcripts for LLM context or bulk analysis.Votes: 0GitHub stars: 666
- Consciousness TelemetryDiagnostic telemetry system that tracks internal state variables (prediction accuracy, surprise, confidence, integration, affective signals) across conversation turns. Use when systematic introspection or state-behavior coupling analysis would benefit response quality, or when explicitly requested for self-monitoring tasks.Votes: 0GitHub stars: 666
- Data VisualizationCreate effective data visualizations using best practices for clarity, accuracy, and visual communication of insightsVotes: 0GitHub stars: 7,231