Data & Analytics

pku-yuangroup Bundle

Detects structural variants (deletions, insertions, inversions, duplications, translocations) from Oxford Nanopore and PacBio long-read alignments with Sniffles2, cuteSV, SVIM, and assembly-based callers, joint-genotypes cohorts via the Sniffles2 .snf workflow, and benchmarks with Truvari against GIAB. Covers why an SV call is a representation artifact (the tandem-repeat BED, aligner, and Truvari params set precision/recall as much as the caller), the cuteSV per-platform parameter trap, soft-clipped supplementary alignments as the SV substrate, and the somatic/mosaic boundary to Severus/nanomonsv. Use when calling germline or somatic SVs from ONT/HiFi reads, joint-genotyping a cohort, choosing or tuning an SV caller, or benchmarking SV calls.

pku-yuangroup Bundle

Turns raw Illumina Infinium methylation BeadChip IDATs (450K, EPIC, EPICv2) into a defensible beta/M matrix with sesame (openSesame/SigDF) or minfi (RGChannelSet -> MethylSet -> GenomicRatioSet). Covers Type I vs Type II probe chemistry and why raw Type II beta is compressed, the signal-to-beta math (beta = M/(M+U+100)) and M-value logit, detection-p / pOOBAH masking including the out-of-band deletion-artifact catch, dye-bias correction, and the normalization decision (noob, funnorm, quantile, SWAN, BMIQ, dasen, sesame QCDPB). Use when reading IDATs, choosing a normalization for a 450K/EPIC/EPICv2 cohort, deciding beta vs M, masking failed probes, or producing the corrected matrix before testing. For probe/sample filtering, EPICv2 replicate collapse, and sample-identity QC see array-qc-filtering; for native long-read 5mC see long-read-sequencing/nanopore-methylation (a different platform).

pku-yuangroup Bundle

Filters germline and somatic variant callsets at the site and genotype level with GATK VQSR (VQSLOD, truth-sensitivity tranches), VETS/ScoreVariantAnnotations, NVScoreVariants, hard filters with per-annotation thresholds, and bcftools/cyvcf2 expressions, plus Ti/Tv-based QC. Use when deciding between VQSR, hard filtering, and ML recalibration by cohort size and platform, setting SNP vs indel thresholds, replicating the missing-annotation-passes rule so hom-alt sites survive, applying genotype-level GQ/DP filters, or validating filter impact. Not for VCF normalization (see variant-calling/variant-normalization) or summary statistics (see variant-calling/vcf-statistics).

pku-yuangroup Bundle

Compare cell-type composition and spatial features across conditions in IMC/MIBI cohorts with the patient as the experimental unit, covering pseudoreplication, per-patient aggregation, mixed models, compositional (Dirichlet/scCODA) differential abundance, diffcyt, per-image-to-patient spatial differential testing (SpaceANOVA), batch covariates, and FDR. Use when testing whether a cell type or spatial niche differs between groups, avoiding cell-level pseudoreplication, choosing a differential-abundance method, or correctly powering an IMC cohort comparison.

lgrappag Skill

Track custom game events for player behavior analysis

lgrappag Skill

Create custom dashboards for analytics visualization

jiayaoqijia Bundle

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jiayaoqijia Bundle

Octodamus Market Intelligence API

jiayaoqijia Bundle

An MCP server that provides real-time data and insights from the Hyperliquid perp DEX for use in bots, dashboards, and analytics.

jiayaoqijia Bundle

Smart Money analytics on OKX: leaderboard traders, position tracking, trade records, closed-position history, aggregated consensus signals, and signal history. Use this skill when the user asks about 聪明钱, smart money, 牛人榜, leaderboard, top traders, 交易员排行, trader ranking, trader positions, trader PnL, 交易员持仓, 交易员收益, 历史平仓, closed positions, realized PnL track record, trade history, 成交记录, smart money signal, 聪明钱信号, long/short ratio, 多空比, capital flow, 资金流向, position conviction, 仓位强度, entry price distribution, smart money overview, 聪明钱总览, signal history, 信号历史, trader search, 搜索交易员, who is trading BTC, 谁在交易BTC, recommend traders, 推荐交易员, best traders, top performers.

jiayaoqijia Bundle

Agentic Eye

jiayaoqijia Bundle

Polymarket Trending Analytics

jiayaoqijia Bundle

Official Claude Code plugins for **CoinPaprika** and **DexPaprika** — free crypto market data and DeFi analytics.

yigityildiz0 Skill

Design a privacy-aware product telemetry plan with event taxonomy, properties, identity rules, validation, and decision links. Use when asked what to track, to create an analytics plan, event schema, measurement plan, or telemetry specification. Turkish triggers: ürün tracking planı, hangi event ve property, ölçüm kapsamı ve doğrulama.

yigityildiz0 Bundle

Critically appraise a named or supplied physiotherapy, rehabilitation, or clinical study with design-appropriate methods. Use for a PDF, DOI/PMID, RCT, cohort, diagnostic/prognostic/measurement study, systematic review, meta-analysis, or guideline; and for sample, randomization, blinding, bias, statistics, effect size, clinical significance, MCID, harms, limitations, and applicability. Turkish triggers: çalışma değerlendirmesi, makale kritik analizi, kanıt kalitesi, PEDro, RoB 2, ROBINS-I, AMSTAR, QUADAS, AGREE. Do not confuse reporting checklists with risk-of-bias tools.

yigityildiz0 Skill

Audit what telemetry a codebase actually emits, including event calls, identity handling, properties, and dead instrumentation. Use for analytics inventory, tracking audit, event census, what is currently tracked, or before changing product telemetry. Turkish triggers: ürün takibini denetle, event ve property sorunları, veri boşlukları ve kalite.

yigityildiz0 Skill

Model a product before telemetry work by defining users, value moments, entities, lifecycle states, and decision questions. Use when asked to map a product for analytics, define what a product does, prepare a tracking model, or establish a telemetry foundation. Turkish triggers: ürün analitik veri modeli, event taksonomisi, kimlik ve property sözleşmesi.

yigityildiz0 Bundle

Analyze git repositories to build a security ownership topology (people-to-file), compute bus factor and sensitive-code ownership, and export CSV/JSON for.

yigityildiz0 Bundle

Recommend and generate security patches for identified vulnerabilities including XSS, SQL injection, SSRF, CSRF, insecure deserialization, and.

yigityildiz0 Skill

Design, review, debug, or explain analytical SQL with correct grain, joins, filters, time logic, performance awareness, and validation. Use for SQL analysis, writing or debugging a query, metric SQL, warehouse queries, cohorts, or database reporting. Turkish triggers: SQL analizi, sorgu yaz veya düzelt, veri modeli ve metrik mantığını doğrula.

yigityildiz0 Bundle

Convert laboratory instrument output files (PDF, CSV, Excel, TXT) to Allotrope Simple Model (ASM) JSON format or flattened 2D CSV. Use this skill when.

yigityildiz0 Skill

Write a concise, evidence-based business case for product telemetry or analytics instrumentation. Use when asked to justify tracking, telemetry ROI, an analytics investment, or a leadership brief before implementation. Turkish triggers: ürün takibi iş gerekçesi, maliyet-fayda ve risk, neden ölçüm yapmalıyız.

yigityildiz0 Skill

Update product telemetry when a new feature, flow, experiment, or lifecycle change is introduced. Use for instrument this feature, add analytics to a flow, update tracking plan, or telemetry delta review. Turkish triggers: özellik değişince tracking planını güncelle, event/property etkisi ve sürüm notu.

yigityildiz0 Skill

Turn an approved product telemetry plan into a repository-specific implementation guide with file locations, sequencing, tests, rollout, and rollback. Use before implementing analytics instrumentation or when requesting a tracking implementation plan. Turkish triggers: tracking uygulama rehberi, geliştirici handoff'u, örnek payload ve QA.

jesusgarciafernandez Bundle

El SQL Avanzado, Procedimientos y Optimización de Consultas (v2.0) es la competencia de "Dominar el motor desde adentro". Úsala para tareas de Desarrollo y Tecnología: advanced-sql, stored-procedures, triggers, window-functions, cte, performance-tuning.

jesusgarciafernandez Bundle

El Análisis Predictivo (v2.0) es la competencia de construir modelos matemáticos que estimen resultados futuros basados en datos históricos. No es solo "hacer una gráfica hacia arriba"; es Ingeniería del Pronóstico Estadístico. Úsala para tareas de Datos y Analítica: predictive-analytics, machine-learning, forecasting, time-series, regression-modeling, classification-algorithms.

jesusgarciafernandez Bundle

Python para Ciencia de Datos (v2.0) es la competencia técnica de utilizar el ecosistema de Python para todo el ciclo de vida del dato. No es solo "saber programar"; es Ingeniería de la Manipulación de Información. Úsala para tareas de Datos y Analítica: python-data-science, pandas, numpy, scikit-learn, matplotlib, jupyter.

jesusgarciafernandez Bundle

El Data Storytelling (v2.0) es la competencia de comunicar insights complejos mediante la combinación de Datos, Visualización y Narrativa. No es solo "hacer presentaciones bonitas"; es Ingeniería de la Persuasión Basada en Evidencia. Úsala para tareas de Datos y Analítica: data-storytelling, narrative-analytics, data-viz, insight-communication, persuasive-data, information-design.

jesusgarciafernandez Bundle

Data Engineering (v2.0) es la competencia de diseñar, construir y mantener la infraestructura para el procesamiento masivo de datos. No es solo "mover datos"; es Arquitectura de la Información Fluida. Úsala para tareas de Datos y Analítica: data-engineering, etl-elt, data-pipelines, data-warehouse, data-lake, orchestration.

jesusgarciafernandez Bundle

La Narrativa Visual de Datos (v2.0) es la competencia de diseñar experiencias informativas (Dashboards, Infografías, Reportes) que utilicen el diseño visual como hilo conductor. No es solo "poner gráficos"; es Ingeniería de la Percepción Estratégica. Úsala para tareas de Datos y Analítica: data-storytelling, visual-narrative, dashboard-design, insight-presentation, data-visualization, persuasion-science.

jesusgarciafernandez Bundle

El Análisis de Sentimiento (v2.0) es la competencia técnica de extraer actitudes emocionales de datos no estructurados. No es solo "contar palabras felices"; es Minería de la Opinión Basada en Aspectos. Úsala para tareas de Atención al Cliente: sentiment-analysis, nlp, opinion-mining, customer-feedback, emotion-detection, textual-analytics.

jesusgarciafernandez Bundle

La Gestión de la Diversidad, Equidad e Inclusión (v2.0) es la competencia de diseñar y operar organizaciones donde el talento brille sin importar el origen, identidad o capacidades. No es "política correcta"; es Ingeniería del Talento Global. Úsala para tareas de Recursos Humanos: diversity, equity, inclusion, dei, cultural-intelligence, inclusive-leadership.

jesusgarciafernandez Bundle

El Análisis de Métricas con GA4 (v2.0) es la competencia de implementar y explotar el ecosistema de medición digital de Google. No es solo "mirar las visitas"; es Ingeniería de la Medición Basada en Eventos. Úsala para tareas de Datos y Analítica: ga4, google-analytics-4, digital-measurement, tag-management, customer-experience-analytics, event-based-tracking.

jesusgarciafernandez Bundle

La Logística de Suministros e Inbound Logistics (v2.0) es la competencia de "Dominar el movimiento de los materiales hacia el corazón de la empresa de Jesús García Fernández". Úsala para tareas de Logística y Operaciones Físicas: logistics, supply-chain, inbound, transportation, freight-management, warehouse-entry.

jesusgarciafernandez Bundle

La Limpieza de Datos y Wrangling (v2.0) es la competencia de transformar datos crudos y desordenados en un formato útil y veraz. No es solo "borrar filas vacías"; es Ingeniería de la Calidad del Dato. Úsala para tareas de Datos y Analítica: data-cleaning, data-wrangling, data-quality, pandas, regex, anomaly-detection.

jesusgarciafernandez Bundle

La Visualización de Datos Avanzada (v2.0) es la competencia técnica de construir representaciones gráficas de alta fidelidad. No es solo "hacer gráficos de barras"; es Ingeniería de la Interfaz de Información. Úsala para tareas de Datos y Analítica: data-visualization, d3js, tableau, custom-analytics, information-design, interactive-dashboards.