Analytics
Data analysis and visualization
clinical-decision-support
by ovachiever
"Generate professional clinical decision support (CDS) documents for pharmaceutical and clinical research settings, including patient cohort analyses (biomarker-stratified with outcomes) and treatment recommendation reports (evidence-based guidelines with decision algorithms). Supports GRADE evidence grading, statistical analysis (hazard ratios, survival curves, waterfall plots), biomarker integration, and regulatory compliance. Outputs publication-ready LaTeX/PDF format optimized for drug development, clinical research, and evidence synthesis."
evaluation-harness
by patricio0312rev
Builds repeatable evaluation systems with golden datasets, scoring rubrics, pass/fail thresholds, and regression reports. Use for "LLM evaluation", "testing AI systems", "quality assurance", or "model benchmarking".
debug
by salavender
Systematic debugging with structured reproduction and root cause analysis.
data-and-metrics
by luisschmitzheadline
Ad-hoc data briefs: metric definitions, dimensions, and insights from available data. Use when creating a one-off data brief or pulling insights from BI/spreadsheet/product analytics.
screen-time-api-engineer
by Siddhu7007
iOS 16+ Screen Time engineering skill for FamilyControls, ManagedSettings, ManagedSettingsUI, ScreenTime, and DeviceActivity/DeviceActivityMonitor extension workflows. Use for app and website blocking, custom shields, shield action handling, schedule-based enforcement, onboarding authorization flows, usage analytics reports, entitlement setup, App Review readiness, debugging, and production hardening.
reconciliation
by luisschmitzheadline
Reconcile accounts by comparing GL balances to subledgers, bank statements, or third-party data. Use when performing bank reconciliations, GL-to-subledger recs, intercompany reconciliations, or identifying and categorizing reconciling items.
product-market-fit
by luisschmitzheadline
Master frameworks for measuring, achieving, and maintaining product-market fit (PMF). Use when validating new products, assessing readiness to scale, diagnosing retention problems, planning market expansion, measuring "very disappointed" score, implementing PMF engines, or determining if you have permission to grow. Covers Sean Ellis survey methodology, Superhuman PMF engine, retention curve analysis, leading/lagging indicators, pre-PMF vs. post-PMF strategies, and maintaining fit as markets evolve.
Testing & Quality Assurance Expert
by jgtolentino
License: AGPL-3.0
metrics-review
by luisschmitzheadline
Recurring metrics review: KPIs, trends, board-ready summary. Use when running a periodic (e.g. monthly/quarterly) metrics review for leadership or board.
growth-hacking-playbook
by luisschmitzheadline
Comprehensive growth hacking strategy including growth loops, AARRR pirate metrics, channel prioritization (Bullseye), viral mechanics (K-factor), ICE experiment scoring, and 90-day experimentation roadmap using Growth Loops, Pirate Metrics, and Traction Bullseye frameworks.
data-storytelling
by luisschmitzheadline
Transform data into compelling narratives using visualization, context, and persuasive structure. Use when presenting analytics to stakeholders, creating data reports, or building executive presentations.
explain-concepts
by ThepExcel
Explains difficult concepts using master teaching methodologies (Feynman, Socratic, Cognitive Load, Dual Coding). Use when user asks to explain a concept, "I don't understand X", ELI5 requests, "what is X", "how does X work".
Draxlr Integration
by jgtolentino
Integration Type: Optional - Analytics Enhancement
tufte-slide-design
by ingpoc
This skill applies Edward Tufte's data visualization principles from "The Visual Display of Quantitative Information" to create high-impact slides. Use when designing presentations, creating charts/graphs, reviewing slides for clarity, or transforming data into visual displays. Triggers on phrases like "make a slide", "create presentation", "design chart", "visualize data", "review my slides", or "make this more impactful".
trade-study-analysis
by ddunnock
Conduct systematic trade study analyses using the DAU 9-Step Trade Study Process. Guides engineers through problem definition, root cause analysis (5 Whys, Fishbone), data collection from alternatives and datasheets, normalization calculations, weighted scoring, sensitivity analysis, and professional report generation with visualizations and decision matrices. Use when evaluating alternatives, comparing solutions, conducting trade-offs, or making engineering decisions.
pareto-analysis
by ddunnock
Conduct Pareto Analysis (80/20 Rule) to identify the vital few causes driving the majority of problems. Guides data collection, category definition, chart creation, cumulative percentage calculation, and prioritization. Generates professional Pareto charts (SVG) and HTML reports with quality scoring. Use when prioritizing defects, complaints, failures, or improvement opportunities; when user mentions "Pareto", "80/20 rule", "vital few", "trivial many", "prioritization", or needs to identify which factors contribute most to a problem.
Executing Plans
by obra
Execute detailed plans in batches with review checkpoints
microsoft-graph
by markpitt
Orchestration hub for Microsoft Graph API across Microsoft 365 services. Use for Graph API integrations, querying Microsoft 365 data, and building applications that interact with Azure AD.
linear-insights
by OmniNode-ai
Daily deep dive reports and velocity-based project completion estimates using Linear data
mermaid-visualizer
by oldwinter
Transform text content into professional Mermaid diagrams for presentations and documentation. Use when users ask to visualize concepts, create flowcharts, or make diagrams from text. Supports process flows, system architectures, comparisons, mindmaps, and more with built-in syntax error prevention.
/implement
by paulund
Always tell the user what happened and what to do next
aio-grafana-diagram
by aiocean
This skill should be used when the user asks about "grafana diagram", "mermaid in grafana", "diagram panel", "binding data to diagram nodes", "grafana mermaid widget", "dynamic diagram", "data-driven diagram", or needs to create flowcharts, sequence diagrams, gantt charts, state diagrams, ER diagrams, or user journey diagrams in Grafana dashboards. Use whenever user mentions Grafana and wants to visualize time-series data or service health as interactive diagrams in their dashboard. Guide for using the jdbranham-diagram-panel plugin with data binding.
MCP Geo Skills
by chris-page-gov
AMBIGUOUS_STOP, STOP_NOT_FOUND, UPSTREAM_CONNECT_ERROR, RATE_LIMITED.
security-audit
by paulund
Use when running a comprehensive security audit on a web application to produce a structured report with severity-ranked findings and remediation guidance.