36,898 skills sorted by stars.
Draft publication-ready Methods sections for interview-based sociology articles. Guides pathway selection, component cov...
Extract methylation calls from Bismark BAM files using bismark_methylation_extractor. Generates per-cytosine reports for...
End-to-end bisulfite sequencing workflow from FASTQ to differentially methylated regions. Covers Bismark alignment, meth...
DNA methylation analysis with methylKit in R. Import Bismark coverage files, filter by coverage, normalize samples, and...
Plan consultant - validates and improves execution plans
Metocean data workflows — fetching, statistics, and visualization
Document key metrics, definitions, and segmentation required to track product success.
Conduct a metric review that contextualizes performance trends, flags anomalies, and recommends actions.
Compute well-defined metrics from existing formulas, datasets, or test outputs. Use as an explicit/manual helper when th...
Metric Calculator - Auto-activating skill for Data Analytics. Triggers on: metric calculator, metric calculator Part of...
Use when a product metric, funnel, retention, conversion, revenue, or anomaly changes and needs a bounded diagnosis rath...
Use when investigating unexpected metric changes - systematically narrows root cause through 4D segmentation, intrinsic...
Framework for defining, approving, and auditing GTM metrics and KPIs.
Standard patterns for creating Databricks Metric Views with semantic metadata for Genie and AI/BI. Use when creating met...
Collect and report metrics on agent usage from git history implementing the 8 key metrics defined in agent-metrics.md fo...
Expertise in designing, implementing, and analyzing metrics frameworks for AI-augmented teams, focusing on productivity...
Calculate and interpret SaaS growth metrics including MRR, ARR, churn rate, LTV, CAC, NRR, and conversion rates. Use whe...
Prometheus-compatible metrics collection with counters, gauges, and histograms. Export metrics for dashboards and alerts...
Tracks pipeline velocity, success rates, and cycle times. Use to view performance metrics, identify bottlenecks, and gen...
Define and design a product metrics dashboard with key metrics, data sources, visualization types, and alert thresholds....
Comprehensive metrics dashboard strategy including North Star Metric definition, AARRR Pirate Metrics framework, product...
Use when establishing metrics for new product, feature, or initiative - orchestrates North Star alignment, funnel mappin...
Pull snapshots from all configured metric sources, compute deltas against prior snapshots, flag unexplained signals, and...
Review key metrics and anomalies
Define, track, and analyze product metrics with frameworks for goal setting and dashboard design
Metro bundler configuration, optimization, and troubleshooting. Use for bundle errors, "unable to resolve module", or ca...
Create new modules for the Providr Provider Portal using Metronic Tailwind React theme, Shadcn UI, and KeenIcons. Use wh...
Authentic Mexican cooking expert covering moles, salsas, tacos, and regional Mexican dishes
Write C++ code following Scott Meyers' Effective C++ principles. Emphasizes practical wisdom, specific guidelines with c...
Performs semantic code search using mgrep for natural language queries across codebases. Use when exploring codebases wi...
D1 swimming recruiting workflows including coach outreach, program research, SwimCloud tracking, and timeline management
Michael Shapira's D1 swimming pathway tracking for Life OS. Manages swim times, nutrition protocol (kosher keto), recrui...
Use when building micro-interactions between 100-200ms - tooltips appearing, dropdown opens, small feedback animations t...
Use when designing small UI feedback moments like button states, toggles, form validation, loading indicators, or notifi...
Apply language-specific micro-optimizations
Micro-task development patterns with 50% context budget. Use for task decomposition, context management, escape hatch pr...
---name: microbiome-cancer-agent
End-to-end 16S amplicon workflow from FASTQ reads to differential abundance. Orchestrates DADA2 ASV inference, taxonomy...
Survey weight calibration to match population targets - used in policyengine-us-data for enhanced microdata
UI copy and microcopy guidelines. Use when writing UI text, buttons, error messages, empty states, onboarding, or any us...
Weighted pandas DataFrames for survey microdata analysis - inequality, poverty, and distributional calculations
ML-based variable imputation for survey data - used in policyengine-us-data to fill missing values
Expert guidance for Micronaut framework development with compile-time dependency injection, GraalVM native builds, and c...
Guides the planning of a microservices architecture. Use this skill when asked to design, plan, or architect a system us...
提供微服务分布式架构思考框架，涵盖服务拆分、通信机制、基础设施、治理策略、可观测性五大维度。当需要设计微服务系统、评审分布式架构、或需要全局视角审视服务边界与协同时使用。支持 DDD 领域建模、同步/异步通信、API Gateway、服务网...
Guidelines for building production-grade microservices with FastAPI/Python and Go, covering serverless patterns, clean a...
Use when decomposing a system into services, or deciding whether to. Covers service boundaries, inter-service communicat...
Design and scaffold microservices with service mesh, API gateway, and resilience patterns.