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building-a-dashboard

Skill

Build a new dashboard, or update an existing one, from a set of insights — the same job the in-app assistant does with its upsert-dashboard tool, but over MCP. Use when a user asks to create a dashboard, put several metrics/charts together on one page, assemble a dashboard for a topic (product analy

65Analytics

Install

git clone https://github.com/PostHog/ai-plugin.git ~/.claude/skills/building-a-dashboard

What is building-a-dashboard?

Build a new dashboard, or update an existing one, from a set of insights — the same job the in-app assistant does with its upsert-dashboard tool, but over MCP. Use when a user asks to create a dashboard, put several metrics/charts together on one page, assemble a dashboard for a topic (product analytics, retention, revenue, activation, etc.), or add/remove/replace insights on a dashboard they already have. Covers deciding create vs update, reusing existing insights vs creating new ones, and using PostHog's vetted dashboard templates as reference for what a strong dashboard on a topic looks like.

What this can do

Capabilities declared in this component's own frontmatter — not inferred.

Inherit all session tools

Declares no tool restrictions — inherits every session tool

~151 tokens of context used while enabled, before you invoke anything

Trust

73/100 · Good

3 factors scored below maximum

No license

Documentation

README · ~2 min read

Building a dashboard

A dashboard is a collection of insight tiles on one page. Your job is to figure out which insights belong on it, reuse what already exists, create what's missing, and lay them out sensibly — not to blindly generate charts.

Create vs update

First work out whether you're creating a new dashboard or changing an existing one.

  • Search existing dashboards with dashboards-get-all (its search param does fuzzy name/description matching). If the user is clearly describing something that already exists, they probably want an update.
  • Read a candidate with dashboard-get to see its current tiles before you change anything.
  • If the request is ambiguous — "get my financial metrics together" could mean build new or add to an existing one — ask a short clarifying question rather than guessing.

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