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MURAGE

An AI Chief of Staff and a team that does the work. Free and open source, from Ferrox Labs.

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Data analysis skills

KPI Definition

Produces a complete KPI definition document with metric name, business question, formula, data source, owner, update frequency, baseline, and target for each KPI.

Download Murage

Free and open source. macOS, Windows and Ubuntu.

Try it

Add the skill to a bot, then ask your Chief of Staff:

“Use the KPI Definition skill on this: [describe the job, or paste your notes].”

For each metric that passes all five gates, populate every field. Partial definitions are not acceptable in a final catalog.

What it covers

  • KPI Catalog: Customer Success -- Retention & Onboarding

Skill Guard: clean

Scanned and clear. A bot can use it as soon as you add it.

Subject
Data analysis
Level
intermediate
License
Apache-2.0
analysisdata-visualizationtemplate

How to use it.

  1. 1

    Download Murage

    Free for Mac, Windows and Ubuntu.

  2. 2

    Add the skill

    Open Settings → Skills and switch on KPI Definition for any bot. Or ask your Chief of Staff to pick skills for a job.

  3. 3

    Give it a job

    The bot reads the skill when the job calls for it, and works the way it lays out.

Put this skill to work.

  • Weekly reportThe Friday update, written before you ask.
  • Monthly numbersWhat moved last month, and why, on one page.
  • Skill GuardEvery skill is scanned before a bot can use it.

Questions.

What is the KPI Definition skill?+

Produces a complete KPI definition document with metric name, business question, formula, data source, owner, update frequency, baseline, and target for each KPI.

How much does it cost?+

Nothing. It ships with Murage, which is free and open source. Your bots run on the AI plan you already have.

Can I change it?+

Yes. Open it in Settings → Skills to read, edit or duplicate it. Skill Guard scans it again after every edit.

More data analysis skills.

  • BI Dashboard SpecificationProduces a BI dashboard specification for a named business function including dashboard purpose, audience, KPIs displayed, panel layout and refresh cadence.
  • Business Reporting CadenceDesigns a business reporting cadence with weekly, monthly, and quarterly report structures including audience, content and format.
  • Cohort AnalysisApplies cohort analysis to a described dataset by defining the cohort grouping variable, time horizon and measured behavior.
  • Forecast ModelBuilds a forecasting model structure by selecting the method (moving average, linear trend and seasonal decomposition) based on data characteristics.
  • Funnel AnalysisProduces a funnel analysis with defined conversion stages, step-by-step conversion rates and biggest drop-off identification.
  • Metric FrameworkDesigns a metric framework with a goal hierarchy mapping north star metric to primary metrics to diagnostic metrics.

All data analysis skills

Give your first job to Murage.

Download the free app, connect the AI you already pay for, and tell your Chief of Staff what needs doing. Plan on about ten minutes from install to a working team.

Free · Download Murage

No account needed · Runs on the AI plan you already pay for