adixit22

Gravitas Fpa Agent — Data skill for Claude Code

Data community

A simple but real FP&A analysis agent built in Python and Jupyter.

How to install Gravitas Fpa Agent

This entry records only its repository, not the path inside it, so there is no exact command to give. Open adixit22/gravitas-fpa-agent and copy the folder into ~/.claude/skills/, or the file into ~/.claude/agents/.

What Gravitas Fpa Agent does

A simple but real FP&A analysis agent built in Python and Jupyter. It ingests QSR store sales data, surfaces revenue variances, margin anomalies, and labor cost issues, then calls the Claude API to generate a plain-English executive summary

Alternatives in Data

Sentry — Inspect Sentry issues, summarize production errors, and pull health data 14.6k ★
HTML Anything — ✨ The agentic HTML editor — your local AI agent writes the HTML, you ship it 8.5k ★
Portaljs Architect — Recommend a data-portal architecture (storage, compute, catalog, access, hosting, metadata) from your needs, t 2.3k ★

README

QSR FP&A Analysis Agent

Built as a portfolio project to demonstrate applied AI thinking in an FP&A and QSR context.

What It Does

Loads a CSV of QSR store-level sales data (actual vs. forecast)
Calculates revenue variance, gross margin, and labor cost ratios per store
Flags underperforming stores and anomalies against QSR benchmarks
Calls the Claude API with the analysis context
Outputs a concise executive insight summary with prioritized recommendations

Sample Output

**[View the full notebook with live output →](https://nbviewer.org/github/adixit22/gravitas-fpa-agent/blob/main/notebooks/fpa_agent.ipynb)**

**[Read the full executive report →](sample_output/executive_report.txt)**

Store Performance Summary (Jan–Feb 2025)

Store	Region	Avg Rev Variance	Avg Gross Margin	Avg Labor Ratio	Total Actual Rev
Airport Terminal	East	-28.9% ⚠️	56.0%	30.0% ⚠️	$299,000
Industrial Zone	East	-25.5% ⚠️	52.0% ⚠️	30.0% ⚠️	$210,000
Highway Junction	North	-25.3% ⚠️	55.0%	30.0% ⚠️	$263,000
Riverside Park	North	-9.9%	55.0%	30.0% ⚠️	$299,000
Downtown Core	East	-5.1%	60.0%	25.0%	$370,000
University District	West	-0.9%	58.8%	25.0%	$359,000
Suburban Plaza	North	+2.0%	60.0%	25.0%	$410,000
Lakeside Drive	East	+2.6%	61.0%	25.0%	$443,000
Westside Mall	West	+6.7%	60.0%	25.0%	$496,000
City Centre	West	+7.9% ✅	62.0% ✅	25.0%	$545,000