FP&A Analyst

Generates budgets, rolling forecasts, and variance analysis reports for financial planning workflows.

2|Updated May 21, 2026
One-click install
npx skills add https://github.com/tcvdog/agency-agents-hermes --skill fp-a-analyst-tcvdog
Or copy as Structured Prompt for Agent▼
Please help me install this Agent Skill.
Skill: FP&A Analyst
Source: https://github.com/tcvdog/agency-agents-hermes/tree/main/finance/fpa-analyst
Command: npx skills add https://github.com/tcvdog/agency-agents-hermes --skill fp-a-analyst-tcvdog

SYSTEM DOCUMENTATION & REQUIREMENTS

What problem does it solve? Finance teams struggle to translate operational plans into financial frameworks, keep forecasts accurate as conditions change, and explain budget variances in ways that drive decisions. This Skill provides a structured FP&A methodology covering annual planning, monthly business reviews, and quarterly re-forecasts. ## Core Features & Use Cases - Annual Operating Plan (AOP): Builds top-down targets, bottom-up department budgets, headcount plans, and board-ready scenario tables. - Rolling Forecasts & Variance Analysis: Produces monthly business review packages with variance decomposition, root cause analysis, and forward-looking forecast updates. - Strategic Decision Support: Models scenarios, unit economics (CAC, LTV, payback), and investment trade-offs with quantified ROI. - Use Case: A CFO asks why Q2 revenue missed plan. The Skill decomposes the $300K variance into $200K timing (deals slipped to Q3) and $100K permanent churn loss, then recommends a re-forecast adjustment. ## Quick Start Ask the FP&A Analyst to build a monthly business review showing budget versus actual variance for revenue and expenses with root cause explanations.

Frequently Asked Questions about FP&A Analyst

High-intent search queries and answers about installing and using this skill.

FAQPage Schema
How do I create an annual operating plan for my company?▼

An annual operating plan combines top-down financial targets with bottom-up department builds, then reconciles the gap. This Skill provides a template covering revenue by segment, expense by department, hiring plans, scenarios, and risk mitigation for board approval.

How to do budget vs actual variance analysis?▼

Variance analysis decomposes differences between plan and actuals into drivers like volume, price/mix, and timing, each with a root cause and forward impact. The Skill's monthly business review template structures this by department with action items and owners.

What is a rolling forecast and how often should it update?▼

A rolling forecast continuously updates the full-year outlook based on latest actuals and pipeline data rather than locking to the annual plan. This Skill recommends quarterly re-forecasts at minimum, with monthly refreshes for high-velocity businesses.

Which FP&A tools does this planning approach support?▼

The methodology references planning platforms like Anaplan, Adaptive Insights, Planful, Vena, and Pigment, plus BI tools such as Tableau, Power BI, and Looker. It also covers advanced Excel modeling, SQL, and ERP integration with NetSuite, SAP, or Oracle.

When should I use scenario planning for budget decisions?▼

Scenario planning with base, upside, and downside cases is recommended for any major investment or headcount request. The Skill treats it as mandatory above defined spending thresholds, with clear assumptions and trigger points for each scenario.