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people-report

Generate headcount, attrition, diversity, or org health reports

Install / Use

npx skills add anthropics/knowledge-work-plugins --skill people-report

Installs into whichever agent you are using.

About this skill
📄

SKILL.md

Installable skill definition

Quality Score

90/100

Supported Platforms

Universal

Tags

Our assessment of people-report

people-report scores 90/100 on our quality scale, 80th of 219 Data & Analytics skills we index (top 37%).

Its SKILL.md is 2.7 KB long, well organised into 18 sections with 2 code examples: a solid amount of guidance for an agent.

With 25,526 GitHub stars, it is one of the more widely adopted skills in the catalogue.

Substance
26/30
Structure
18/20
Description
12/15
Adoption
19/20
Freshness
15/15

Maintenance, license and trust

  • The repository was last updated 2 days ago, so people-report is actively maintained.
  • It is released under the Apache-2.0 license, a permissive license that allows use, modification and commercial use with attribution.
  • Its trust signals score 100/100, with no cautions. These come from repository metadata, not a code audit — read the skill file before letting an agent act on it.

people-report compared with similar skills

All 4 of these similar skills score higher than people-report; compare them before choosing.

SkillScoreStarsUpdatedFormat
people-report (this skill)by anthropics9025.5k2d agoSKILL.md
algorithmic-artby anthropics100177.9k4d agoSKILL.md
pptxby anthropics100177.9k4d agoSKILL.md
designby nextlevelbuilder100130.2k5d agoSKILL.md
ui-ux-pro-maxby nextlevelbuilder100130.2k5d agoSKILL.md

Frequently asked questions

How do I install people-report?
Run npx skills add anthropics/knowledge-work-plugins --skill people-report. The install tabs above show the steps for each supported agent.
Which AI agents does people-report work with?
It is written for Universal, as a SKILL.md file. Other agents that read the same format can often use it too.
Is people-report safe to use?
It is Apache-2.0-licensed and scores 100/100 on trust signals. Skills are instructions an agent will follow, so read the file before installing it and do not approve commands you do not understand.
Is people-report still maintained?
The repository was last updated 2 days ago, so people-report is actively maintained.

name: people-report description: Generate headcount, attrition, diversity, or org health reports. Use when pulling a headcount snapshot for leadership, analyzing turnover trends by team, preparing diversity representation metrics, or assessing span of control and flight risk across the org. argument-hint: "<report type — headcount, attrition, diversity, org health>"

/people-report

If you see unfamiliar placeholders or need to check which tools are connected, see CONNECTORS.md.

Generate people analytics reports from your HR data. Analyze workforce data to surface trends, risks, and opportunities.

Usage

/people-report $ARGUMENTS

Report Types

Headcount: Current org snapshot — by team, location, level, tenure Attrition: Turnover analysis — voluntary/involuntary, by team, trends Diversity: Representation metrics — by level, team, pipeline Org Health: Span of control, management layers, team sizes, flight risk

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

What I Need From You

Upload a CSV or describe your data. Helpful fields:

  • Employee name/ID, department, team
  • Title, level, location
  • Start date, end date (if applicable)
  • Manager, compensation (if relevant)
  • Demographics (for diversity reports, if available)

Output

## People Report: [Type] — [Date]

### Executive Summary
[2-3 key takeaways]

### Key Metrics
| Metric | Value | Trend |
|--------|-------|-------|
| [Metric] | [Value] | [up/down/flat] |

### Detailed Analysis
[Charts, tables, and narrative for the specific report type]

### Recommendations
- [Data-driven recommendation]
- [Action item]

### Methodology
[How the numbers were calculated, any caveats]

If Connectors Available

If ~~HRIS is connected:

  • Pull live employee data — headcount, tenure, department, level
  • Generate reports without needing a CSV upload

If ~~chat is connected:

  • Offer to share the report summary in a relevant channel

Related Skills

View on GitHub
GitHub Stars25.5k
CategoryData
Updated2d ago
Forks3.0k

Languages

Python

Trust signals

100/100

From repository metadata: license, adoption, age and documentation. Not a code audit — see the Safety scan above for what the skill file itself contains.

No cautions