Polar Analytics agent skills for Claude Code, Cursor and RevampKey

3 ready-made playbooks that teach an AI agent how to do real Polar Analytics work: which tools to call, what to check first, and when to stop and ask you.

Download RevampKey, free I have it: connect Polar Analytics

Connect Polar Analytics once and all 3 skills install themselves and stay up to date. Mac, Windows and Linux.

All 3 Polar Analytics skills

Each skill is one job. You ask in plain words and the agent loads the skill that matches, then follows its steps.

Start hereRead-only11 Polar Analytics tools

Use Polar Analytics well, with AI

Works through the Polar Analytics connector safely: confirms the account and period first, finds the right dashboard or metric, keeps results small, and asks before generating, sharing or rating any report.

Use it when

You have just connected Polar Analytics and want to know what it can show
You need a number but are not sure which dashboard or metric holds it
A result looks empty, partial or inconsistent and you want to know why

Tools it uses

get_context
list_dashboards
get_dashboard_details
get_view_details
get_metrics
list_dimensions
get_dimension_values
get_custom_dimension_details
generate_report
generate_app_report_link
rate_report

Example

What were our top acquisition channels last month in the EMEA workspace?

I'm reading the EMEA workspace, last calendar month. The Acquisition dashboard shows 4 main channels; paid search and organic search together account for most signups. I've shown the top three by volume and left out the long tail to keep this short. Tell me if you want the full breakdown or a different period.

Use in RevampKeyRead the full skill →

Read-only11 Polar Analytics tools

Investigate a Polar Analytics dashboard or metric

Explains why a dashboard or metric moved by checking its definition, drilling into dimensions and stating what the data does and does not establish. It asks before changing the active account or workspace.

Use it when

A metric dropped or spiked and you want to know where it came from
A dashboard shows a number you do not trust yet
You need to explain a trend before a weekly review

Tools it uses

get_context
list_dashboards
get_dashboard_details
get_metrics
list_dimensions
get_dimension_values
get_view_details
get_custom_dimension_details
generate_report
generate_app_report_link
rate_report

Example

Why did our trial-to-paid conversion drop last week? Check the dashboard and tell me where the drop is.

Conversion fell from 14.2% to 11.8% over the last 7 days against the prior 7. Almost all of the drop sits in the paid-social channel, which went from 9.1% to 5.3%, while organic held steady. The step happened on one day, so it looks more like a tracking or landing-page change than gradual buyer behaviour. This is a hypothesis; check what changed on that date before concluding.

Use in RevampKeyRead the full skill →

Read-only9 Polar Analytics tools

Generate a stakeholder report from Polar Analytics

Turns chosen dashboards and metrics into a shareable stakeholder report with a fixed period, audience and short narrative. It asks before generating, creating a link or rating anything.

Use it when

Preparing a monthly summary for leadership
Sending a client a link to a shared performance view
Packaging last quarter's numbers for the finance team

Tools it uses

get_context
list_dashboards
get_dashboard_details
get_metrics
list_dimensions
get_dimension_values
generate_report
generate_app_report_link
rate_report

Example

Make a stakeholder report for the leadership team covering last month against the month before, with the revenue and retention headline and a shareable link.

I'll build this in your current workspace, Northwind EMEA. Period: 1 March to 31 March 2025, compared with 1 February to 28 February. Headline: revenue is up 8% and 30-day retention is steady at 41%. Before I generate the report and create the link, please confirm the sections and that you want a link anyone with it can open.

Use in RevampKeyRead the full skill →

Get all 3 without copying a file

RevampKey adds the skills when you connect Polar Analytics, updates them for you and removes them when you disconnect.

Download RevampKey

How Polar Analytics skills work

Connect Polar Analytics
The Polar Analytics MCP server gives the agent its tools.
Ask in plain words
“Why did our trial-to-paid conversion drop last week? Check the dashboard and tell me where the drop is.” Each SKILL.md says when it applies, so only the one that fits is loaded.
Approve any change
The agent calls the tools in order, checks its work, and shows you any change before it makes it.

How to install Polar Analytics skills

In RevampKey the skills install themselves when you connect Polar Analytics. In other tools each skill is one folder with a SKILL.md file, and you also need the Polar Analytics MCP server connected there.

About 1 minute · nothing to copy

Download RevampKey for Mac, Windows or Linux and sign in.
Open Connectors and connect Polar Analytics. All 3 skills come with it and stay up to date; they go away when you remove the connector.
Ask in plain language, for example “Why did our trial-to-paid conversion drop last week? Check the dashboard and tell me where the drop is.”
Download RevampKeyConnect Polar Analytics · 1 click
Get RevampKey to connect Polar Analytics
RevampKey is a free desktop app for Mac, Windows and Linux. Install it, sign in, and Polar Analytics is one click away with its skills already attached.
Download RevampKey
Not now? Use the skills in your current tool
for s in essentials dashboard-metric-investigation stakeholder-report-generation; do curl -fsSL --create-dirs -o .claude/skills/polar-analytics-$s/SKILL.md https://revampkey.com/marketplace/polar-analytics/skills/$s/SKILL.md done
Other tools

Into this project’s .claude/skills folder

Connect the Polar Analytics MCP server in Claude Code.

Run this in your project folder to add all 3 skills:

for s in essentials dashboard-metric-investigation stakeholder-report-generation; do
  curl -fsSL --create-dirs -o .claude/skills/polar-analytics-$s/SKILL.md https://revampkey.com/marketplace/polar-analytics/skills/$s/SKILL.md
done

Ask in plain language, for example “Why did our trial-to-paid conversion drop last week? Check the dashboard and tell me where the drop is.”

Into the shared .agents/skills folder

Connect the Polar Analytics MCP server in Cursor.

Run this in your project folder to add all 3 skills:

for s in essentials dashboard-metric-investigation stakeholder-report-generation; do
  curl -fsSL --create-dirs -o .agents/skills/polar-analytics-$s/SKILL.md https://revampkey.com/marketplace/polar-analytics/skills/$s/SKILL.md
done

Ask in plain language, for example “Why did our trial-to-paid conversion drop last week? Check the dashboard and tell me where the drop is.”

Into the shared .agents/skills folder

Connect the Polar Analytics MCP server in Codex.

Run this in your project folder to add all 3 skills:

for s in essentials dashboard-metric-investigation stakeholder-report-generation; do
  curl -fsSL --create-dirs -o .agents/skills/polar-analytics-$s/SKILL.md https://revampkey.com/marketplace/polar-analytics/skills/$s/SKILL.md
done

Ask in plain language, for example “Why did our trial-to-paid conversion drop last week? Check the dashboard and tell me where the drop is.”

Into the shared .agents/skills folder

Connect the Polar Analytics MCP server in VS Code.

Run this in your project folder to add all 3 skills:

for s in essentials dashboard-metric-investigation stakeholder-report-generation; do
  curl -fsSL --create-dirs -o .agents/skills/polar-analytics-$s/SKILL.md https://revampkey.com/marketplace/polar-analytics/skills/$s/SKILL.md
done

Ask in plain language, for example “Why did our trial-to-paid conversion drop last week? Check the dashboard and tell me where the drop is.”

RevampKey or copy the files?

In RevampKey

One click when you connect Polar Analytics
Updated for you when a skill improves
Removed when you disconnect
The MCP server is set up for you
800+ other connectors, same way

Download free

Copy into your project

One command per project
Run it again to get updates
You connect the Polar Analytics MCP server yourself
Works in Claude Code, Cursor, Codex and VS Code

See the command

Polar Analytics skills FAQ

What is a Polar Analytics agent skill?

A SKILL.md file: a short playbook an AI agent loads when your request matches it. Each Polar Analytics skill describes one job, which Polar Analytics tools to use in which order, what to check first and when to stop and ask you.

Do the Polar Analytics skills change anything on their own?

3 of the 3 only read. The others tell the agent to show you the change and wait for a yes before it creates, edits or deletes anything in Polar Analytics.

Which tools can use these skills?

Any agent that reads the open Agent Skills format: Claude Code, Cursor, Codex, VS Code with Copilot and RevampKey. In RevampKey they are attached when you connect Polar Analytics; elsewhere you copy the folders into your project or skills directory.

Do I need the Polar Analytics MCP server too?

Yes. The skills tell the agent how to do the work; the Polar Analytics MCP server gives it the tools to do it. The Polar Analytics MCP setup guide covers every client.

Polar Analytics MCP server setup · This page as Markdown

Put Polar Analytics’s best workflows in your agent

Download RevampKey, connect Polar Analytics and ask your first question in about a minute.

Download RevampKey Connect Polar Analytics · 1 click

All 3 Polar Analytics skills

Use Polar Analytics well, with AI

Use it when

Tools it uses

Investigate a Polar Analytics dashboard or metric

Use it when

Tools it uses

Generate a stakeholder report from Polar Analytics

Use it when

Tools it uses

Get all 3 without copying a file

How Polar Analytics skills work

How to install Polar Analytics skills

RevampKey or copy the files?

In RevampKey

Copy into your project

Polar Analytics skills FAQ

Put Polar Analytics’s best workflows in your agent

Skills for related tools