Favicon of variance-analysis

variance-analysis Skill

AI Agent SkillPythonOpen source

Decompose financial variances into drivers with narrative explanations and waterfall analysis. Use when analyzing budget vs. actual, period-over-period changes, revenue or expense variances, or preparing variance commentary for leadership. Published by anthropics in knowledge-work-plugins.

What is variance-analysis Skill?

Decompose financial variances into drivers with narrative explanations and waterfall analysis. Use when analyzing budget vs. actual, period-over-period changes, revenue or expense variances, or preparing variance commentary for leadership. Published by anthropics in knowledge-work-plugins. This profile combines repository metadata with install, compatibility, and usage signals so developers can quickly decide whether it fits their agent workflow before opening the source repository.

Trust signal
95/100
Maintenance signal
90/100
Adoption signal
100/100

Automated repository signals based on public metadata such as recency, license, installation evidence, and adoption. These are not a security audit or endorsement.

Key capabilities

  • Includes SKILL.md support
  • Reusable instructions support
  • Data analysis
  • Data analysis use cases

Technical details

Copy skill directory
  • Install or run with Copy skill directory

When to use variance-analysis Skill

  • Use it for data analysis.

Built with

PythonCopy skill directory

Editorial notes

Source

  • Creator: anthropics
  • Repository: anthropics/knowledge-work-plugins
  • Skill file: finance/skills/variance-analysis/SKILL.md

What it does

Decompose financial variances into drivers with narrative explanations and waterfall analysis. Use when analyzing budget vs. actual, period-over-period changes, revenue or expense variances, or preparing variance commentary for leadership.

Skill instructions

Variance Analysis Important: This skill assists with variance analysis workflows but does not provide financial advice. All analyses should be reviewed by qualified financial professionals before use in reporting. Techniques for decomposing variances, materiality thresholds, narrative generation, waterfall chart methodology, and budget vs actual vs forecast comparisons. Variance Decomposition Techniques Price / Volume Decomposition The most fundamental variance decomposition. Used for revenue, cost of goods, and any metric that can be expressed as Price x Volume. Formula: Total Variance = Actual - Budget (or Prior) Volume Effect = (Actual Volume - Budget Volume) x Budget Price Price Effect = (Actual Price - Budget Price) x Actual Volume Mix Effect = Residual (interaction term), or allocated proportionally Verification: Volume Effect + Price Effect = Total Variance (when mix is embedded in the price/volume terms) Three-way decomposition (separating mix): Volume Effect = (Actual Volume -

Explore related resources

Frequently asked questions

What is variance-analysis?

variance-analysis is a open-source AI agent skill with Copy skill directory. Decompose financial variances into drivers with narrative explanations and waterfall analysis. Use when analyzing budget vs.

Who is variance-analysis best for?

variance-analysis is best for reusing agent instructions, scripts, and references, data analysis workflows.

How do I install variance-analysis?

Install or run variance-analysis using Copy skill directory. Check variance-analysis for the latest setup command.

Is variance-analysis actively maintained?

variance-analysis may need a closer maintenance check before production use.

Share:

Stars
22,594
Forks
2,657
Last commit
9 days ago
Repository age
6 months
License
Apache-2.0

Auto-fetched from GitHub.

Ad
Favicon

 

  
 

Similar to variance-analysis

variance-analysis: Install, Config & GitHub Signals – SkillIndex