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people-analytics

people-analytics

github.com/anthropicsData & databases34.2k102 installsUpdated 4d ago
Repository

About people-analytics

people-analytics helps teams analyze workforce data to identify trends, risks, and opportunities. It covers retention, diversity, engagement, and productivity metrics, with findings interpreted in context and with caveats.

Key features

  1. 01Analyze attrition and tenure measures
  2. 02Assess diversity and promotion patterns
  3. 03Review engagement surveys and feedback
  4. 04Measure workforce productivity indicators
  5. 05Recommend actions with context and caveats

Use cases

  1. 01Identifying attrition risks and retention trends
  2. 02Reviewing promotion rates and pay equity across groups
  3. 03Summarizing survey results and open-ended feedback themes

Install

Copy the command and run it in a terminal.

$npx skills add https://github.com/anthropics/knowledge-work-plugins --skill people-analytics

After installing, type/people-analyticsin Claude Code to confirm it loaded.

Details

From the project README

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

  1. Understand what question they're trying to answer
  2. Identify the right data (upload, paste, or pull from ~~HRIS)
  3. Analyze with appropriate statistical methods
  4. Present findings with context and caveats
  5. Recommend specific actions based on data

Comments

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