Metrics

dashboard-builder helps you turn metrics into a practical operational dashboard for Grafana, SigNoz, or similar tools. Use the dashboard-builder skill when you need a clear dashboard-builder guide for health, bottlenecks, throughput, and action-focused panels instead of a vanity board.

Use the benchmark skill to measure performance baselines, detect regressions before and after PRs, and compare stack alternatives across pages, APIs, and builds for Performance Optimization.

retro is a project retrospective skill for engineering teams. It analyzes commit history, work patterns, and prior learnings to generate a structured weekly retro with continuity. Use retro for sprint reviews, what did we ship questions, and Project Management check-ins.

startup-metrics-framework helps founders, analysts, and operators calculate startup KPIs like CAC, LTV, burn multiple, runway, and growth metrics for SaaS, marketplace, consumer, and B2B startups.

startup-financial-modeling helps agents build 3-5 year startup finance models with cohort revenue, cost structure, burn, runway, and fundraising scenarios. Best for founders and finance leads who need install context, clear inputs, and practical usage guidance from the skill's SKILL.md.

risk-metrics-calculation helps compute portfolio risk metrics like VaR, CVaR, Sharpe, Sortino, beta, volatility, and drawdown. Use it to turn return series into structured risk reporting, Python implementation patterns, and practical interpretation for finance workflows.

python-observability helps you instrument Python services with structured logging, metrics, traces, correlation IDs, and bounded-cardinality patterns for production debugging and safer observability rollouts.

The evaluation-methodology skill explains PluginEval scoring for Model Evaluation, including layers, rubrics, composite scoring, badge thresholds, and practical guidance for interpreting results and improving weak dimensions.

grafana-dashboards helps agents design production Grafana dashboards for observability. Use it to plan RED and USE-based layouts, choose panel hierarchy, and draft dashboard structure for Prometheus-style metrics.

prometheus-configuration helps you install and use Prometheus for scraping, retention, alerting, and recording rules across Kubernetes, Docker Compose, and server setups.

Use the slo-implementation skill to define SLIs, SLOs, error budgets, and burn-rate alerts for Reliability work. It helps teams turn service goals into measurable targets with PromQL-style examples and practical guidance from SKILL.md.

Use the llm-evaluation skill to design repeatable evaluation plans for LLM apps, prompts, RAG systems, and model changes with metrics, human review, benchmarking, and regression checks.

service-mesh-observability is a practical skill for designing observability in Istio, Linkerd, and other service meshes. Use it to define mesh metrics, traces, dashboards, alerts, and SLOs for latency, errors, and service dependencies.

The kpi-dashboard-design skill helps teams plan decision-focused KPI dashboards with metric selection, dashboard hierarchy, chart patterns, and governance guidance for executive, tactical, and operational views.

appinsights-instrumentation helps instrument Azure-hosted web apps with Application Insights. It guides App Service auto-instrumentation or manual ASP.NET Core and Node.js setup, including connection string and IaC updates.

pro is a PUA extension skill for Workflow Automation that adds persistent state, compaction recovery, KPI reporting, weekly summaries, and leaderboard-style commands through the parent pua system.

metrics-dashboard helps you define and design a product metrics dashboard with the right KPIs, visualizations, and alert thresholds. Use it to plan what to measure, how to group metrics, and which signals should trigger action for product, growth, or analytics workflows.

Use north-star-metric to define a customer-centric North Star Metric and 3-5 input metrics, classify the business game, and validate the metric against core criteria. It is a practical north-star-metric guide for Product Management teams choosing what to measure and building a usable metrics framework.

saas-revenue-growth-metrics helps you calculate and interpret MRR, ARR, churn, expansion, and NRR for SaaS. Use the saas-revenue-growth-metrics skill when you need a Finance-ready guide to spot leaky growth, compare revenue quality, and explain business momentum with clear inputs and decisions.

The saas-economics-efficiency-metrics skill helps evaluate SaaS unit economics, capital efficiency, CAC, LTV, payback, burn, and runway. Use it to decide whether to scale, optimize, or fix the business for Finance reviews, board prep, and growth decisions.

business-health-diagnostic helps Finance, founders, and operators assess SaaS health across growth, retention, unit economics, and capital efficiency for board-ready decisions. Use it to spot red flags, prioritize fixes, and turn raw metrics into an actionable diagnostic.

azure-monitor-query-py helps Python developers query Azure Monitor logs and metrics with azure-monitor-query. Use it for Log Analytics workspaces, Azure resource metrics, backend monitoring, diagnostics, and observability automation. It fits the azure-monitor-query-py skill when you already have workspace IDs, resource URIs, and Azure credentials.

app-analytics helps you set up, interpret, and improve mobile app tracking with a practical measurement plan. Use it to choose the right tools, validate events, connect attribution to outcomes, and support Data Analysis for product, growth, subscriptions, or paid acquisition decisions.

performance-reporter helps teams turn SEO and GEO metrics into executive-ready reports, KPI dashboards, and monthly summaries using built-in templates, KPI definitions, and audience-specific reporting formats.