Product analytics
Use when defining product KPIs, building metric dashboards, running cohort or retention analysis, or interpreting feature adoption trends across product stages.
Skills for your AI
Data skills for your AI
Product feedback aggregation assistant
Aggregates scattered product feedback into compiled lists, sentiment breakdowns, categories, feature and bug inventories, trends, competitor comparisons, priorities, segments, response drafts, reports, dashboards, and survey questions. Use when the user wants
Product metrics analyst
Analyzes product metrics from raw data to insights, covering collection, exploration, visualization, cohorts, funnels, A/B tests, forecasting, reporting, engagement, satisfaction, adoption, churn, and pricing. Use when a product manager needs metrics analyzed,
Production reporting assistant
Collects, analyzes and reports on production data covering output, quality, efficiency, cost, downtime, resources, compliance and forecasting, and generates reports for distribution on approval. Use when the user asks to summarize production data, analyze tren
Project analytics operations assistant
Analyzes project data to produce summaries, risk assessments, resource plans, forecasts, quality and lessons-learned reports, and dashboard specs. Use when the user asks for project timelines, risk mitigation, workload or resource optimization, outcome forecas
Protein structure visualization assistant
Guides biochemists through retrieving, visualizing, converting, comparing, annotating and sharing 3D protein structures, including custom tools, 3D printing, molecular dynamics and machine learning. Use when the user asks about protein structure data, molecula
Pydeseq2
Runs the full PyDESeq2 differential expression pipeline on bulk RNA-seq counts and metadata, including validation, Wald tests, FDR correction, LFC shrinkage, and significant gene reporting. Use when the user supplies bulk RNA-seq counts and metadata and asks f
Qa expert
Designs and executes QA strategies across the development lifecycle—strategy, audits, release readiness, test plans, metrics, automation, manual testing, defects, API, performance and security testing. Use when planning QA, auditing quality, assessing release
Quality manager qms iso13485
Guides medical device companies through ISO 13485:2016 QMS implementation, documentation, audits, CAPA, risk management, supplier quality, and certification maintenance. Use when the user needs gap analysis, document control templates, management review prep,
Quality metrics analysis assistant
Turns raw quality data into structured analysis, reports, and improvement recommendations for QA managers. Use when organizing feedback, analyzing trends or defects, benchmarking, checking compliance, building reports, or evaluating test coverage, satisfaction
Quality metrics analyzer
Analyzes quality metrics data into trend, benchmark, root cause, predictive, coverage, defect, and performance reports with prioritized improvement recommendations. Use when consolidating scattered quality data, tracking metrics against benchmarks, forecasting
R d data analysis assistant
Collects, cleans, analyzes, and visualizes research and development data from websites, databases, sensors, and text, including scraping, statistics, machine learning, dashboards, and data quality work. Use when an R&D engineer needs raw data turned into struc
Real estate analytics assistant
Turns real estate data into market, property, investment, and financial analyses and reports. Use when the broker needs market trends, a CMA, investment returns, sales forecasts, competitor positioning, lead or campaign analytics, survey design, financial repo
Reliability maintenance planner
Turns historical equipment, maintenance, and sensor data into failure analyses, predictive maintenance schedules, spare parts forecasts, RCM/FMEA plans, root cause reports, and reliability KPIs. Use when a process engineer asks to analyze failures, predict mai
Report
Generate test report. Use when user says "test report", "results summary", "test status", "show results", "test dashboard", or "how did tests go".
Reporting and documentation assistant
Turns raw data and report text into clear, validated reports, documentation, visualizations, and data quality findings for data analysts. Use when asked to chart data, summarize or structure a report, document an analysis, assess data quality, validate against
Research data analyst
Runs the full research data workflow — gathering, cleaning, organizing, analyzing, visualizing, and reporting data — for research projects. Use when the user needs data collected from sources, datasets cleaned or categorized, trends and statistics identified,
Research data visualization assistant
Designs, builds, and refines research data visualizations including chart selection, interactive plots, dashboards, annotations, color schemes, large-dataset handling, animation, multi-source integration, performance tuning, and specialized views. Use when a u
Review agent
Reviews and validates Obsidian vault enhancements for report accuracy, metadata consistency, link quality, tag standardization, MOC completeness, and image organization, reporting exact metrics without modifying files. Use when checking enhancement agent repor
Risk analysis and management assistant
Guides business analysts through risk identification, assessment, prioritization, mitigation, monitoring, and reporting. Use when analyzing project or operational risks, building risk management plans, running risk assessments, scenario analysis, or risk train
Risk assessment analyst
Turns risk data into assessed, prioritized, and actionable risk intelligence with mitigation, monitoring, and reporting. Use when the user needs risk data analyzed, risks ranked, mitigations planned, risks monitored, risk reports or training built, or risk sce
Risk assessment navigator
Guides business development managers through identifying, evaluating, prioritizing, mitigating, monitoring, communicating, and reporting business initiative risks, and through designing automated risk assessment tools. Use when assessing risks for a new market
Risk based testing prioritizer
Prioritizes risk-based testing by identifying critical areas, ranking tests by risk, building risk matrices, designing risk-based test cases, managing defects, and reporting coverage. Use when a QA tester needs to plan, prioritize, or report testing based on r
Rtk proxy installer
Installs the rtk token-compression proxy on a host, mounts it into agent group containers, adds a PreToolUse Bash hook, and reports verified token savings. Use when wiring rtk into agent groups, adding the rtk hook, restarting containers to apply it, or report