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.

product-analytics helps agents define KPIs, select AARRR, North Star, or HEART frameworks, design dashboards, and analyze retention, cohorts, funnels, and feature adoption for Product Management workflows.

experiment-designer helps Product Management teams design A/B and feature experiments with testable hypotheses, metrics, sample-size planning, ICE prioritization, stopping rules, and result interpretation.

vpe-advisor is a VP of Engineering operating-advice skill for startup delivery throughput, hiring funnel health, team structure, and production discipline. Use its references and Python tools to analyze DORA metrics, hiring gaps, manager triggers, on-call practices, and strategic planning tradeoffs.

cto-advisor is a CTO leadership skill for architecture decisions, technical debt, engineering metrics, technology evaluation, team scaling, and strategic planning. Includes ADR, DORA, evaluation frameworks, plus Python tools for debt analysis and team scaling.

coo-advisor is a Claude skill for internal operations leadership, helping scaling teams design operating cadence, improve processes, cascade OKRs, diagnose bottlenecks, and use included Python tools for OKR tracking and operational efficiency analysis.

post-mortem is a Strategic Planning skill for reviewing executed decisions against pre-committed success metrics, kill criteria, execution plans, and preserved dissent. Use `/cs:post-mortem <decision-path>` at 90-day checkpoints, kill triggers, reversals, or quarterly reviews.

cpo-review is a CPO-style product review skill for pressure testing roadmaps, feature bets, and product plans with JTBD, North Star alignment, PMF signals, RICE, opportunity cost, and ship/defer/kill decisions.

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.