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Product Metrics Dashboard Designer

Plans a product metrics dashboard: key metrics, data sources, charts, and alert thresholds.

Source Download skill
Repository
phuryn/pm-skills
Stars
27,616
Licence
MIT
Files
1 file

What it does

Once installed, the agent can help you design a product metrics dashboard from scratch. It organizes your measures into a North Star metric, a few input metrics that drive it, health guardrails, and business metrics, then fills in a table for each one covering the exact calculation, data source, chart type, target, and alert threshold. It also proposes a dashboard layout, a daily-to-quarterly review schedule, and alert routing, and it suggests analytics tools such as Amplitude, Mixpanel, Looker, or Grafana. The output is a markdown specification document, not a live dashboard.

Great for

  • Product managers setting up KPIs for a new product or feature
  • Analysts planning a product analytics or monitoring setup
  • Teams who want to check whether their current metrics are actionable rather than vanity metrics

Skip it if

  • Building or connecting a live dashboard: the skill only writes a plan and does not connect to analytics tools or data (no code or data access is included), so the actual build still needs a person or other tooling.
  • Making decisions from real numbers without checking them: the skill draws on general frameworks (Lean Analytics, AARRR, HEART) and does not analyze your data, so its thresholds are starting suggestions to validate.

Try asking

  • “Design a metrics dashboard for my B2B onboarding flow, with a North Star metric, input metrics, and alert thresholds.”
  • “Define KPIs and data sources for a subscription app's product analytics setup.”
  • “Audit the metrics we currently track and flag any vanity metrics.”
  • “Create a data monitoring plan with a daily, weekly, and monthly review cadence.”
Step-by-step guide: how to use Product Metrics Dashboard DesignerInstall, first run, examples, tips and FAQs

Install in 3 steps

  1. 1

    Download the skill

    The ZIP contains the 1 original files, the MIT licence and an attribution note.

    metrics-dashboard.zip
  2. 2

    Add it to your agent

    Claude Code (all projects)

    mkdir -p ~/.claude/skills && unzip metrics-dashboard.zip -d ~/.claude/skills/

    Claude Code / Agent SDK (this project only)

    mkdir -p .claude/skills && unzip metrics-dashboard.zip -d .claude/skills/

    Claude apps (web/desktop): Settings → Capabilities → Skills → Upload skill, and choose the ZIP.

  3. 3

    Ask for the task

    No special command needed — the agent reads the skill's description and loads it when your request matches. Try one of the prompts above.

Get better results

  • Provide existing dashboards, analytics exports, OKRs, or strategy documents, since the skill asks the agent to read any files you supply first.
  • Name your product, business model, and current tools in the request so the recommended metrics and tools fit your context.
  • Treat the suggested alert thresholds as placeholders and set them using your own historical data.

What's inside

  • SKILL.md

Redistributed unmodified from phuryn/pm-skills under the MIT licence. The assessment was drafted with AI from the skill's files on 2026-10-29. Skills can instruct your agent to run code — read SKILL.md and any scripts before installing.