people-analytics

Analyze workforce data to surface trends, risks, and opportunities.

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Install skill "people-analytics" with this command: npx skills add anthropics/knowledge-work-plugins/anthropics-knowledge-work-plugins-people-analytics

People Analytics

Analyze workforce data to surface trends, risks, and opportunities.

Key Metrics

Retention

  • Overall attrition rate (voluntary + involuntary)

  • Regrettable attrition rate

  • Average tenure

  • Flight risk indicators

Diversity

  • Representation by level, team, and function

  • Pipeline diversity (hiring funnel by demographic)

  • Promotion rates by group

  • Pay equity analysis

Engagement

  • Survey scores and trends

  • eNPS (Employee Net Promoter Score)

  • Participation rates

  • Open-ended feedback themes

Productivity

  • Revenue per employee

  • Span of control efficiency

  • Time to productivity for new hires

Approach

  • Understand what question they're trying to answer

  • Identify the right data (upload, paste, or pull from ~~HRIS)

  • Analyze with appropriate statistical methods

  • Present findings with context and caveats

  • Recommend specific actions based on data

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