budget-forecast-planning

Builds budgets, rolling forecasts, and scenario models from controlled actuals and approved assumptions.

Updated Jun 21, 2026
One-click install
npx skills add https://github.com/lwokeray/cowork-plugins --skill budget-forecast-planning-lwokeray
Or copy as Structured Prompt for Agent▼
Please help me install this Agent Skill.
Skill: budget-forecast-planning
Source: https://github.com/lwokeray/cowork-plugins/tree/main/plugins/finance-cowork/skills/budget-forecast-planning
Command: npx skills add https://github.com/lwokeray/cowork-plugins --skill budget-forecast-planning-lwokeray

SYSTEM DOCUMENTATION & REQUIREMENTS

What problem does it solve? Finance teams often build forecasts with hidden hardcodes, untraceable assumptions, and cash plugs that cannot survive audit or management review. This Skill structures budget, rolling forecast, long-range plan, and scenario modeling so every output ties back to controlled actuals, visible drivers, and approved assumptions. ## Core Features & Use Cases - Driver-Based Modeling: Builds revenue, headcount, opex, capex, working capital, and cash schedules from operational drivers rather than flat growth rates, with assumptions kept in visible, auditable areas. - Scenario and Version Control: Maintains Base/Upside/Downside scenarios, version registers, and latest-vs-prior forecast bridges without overwriting approved budgets or targets. - Built-In Model Checks: Enforces reconciliation checks (actual ties, roll-forwards, period rollups, cash integrity) and reports MODEL STATUS as PASS only when all required checks succeed. - Use Case: Ask it to update a 12-month rolling forecast using June actuals and the approved hiring plan; it produces a refreshed forecast, downside case, forecast-change bridge, risks, and a checks report without touching the official budget. ## Quick Start Ask the assistant to update the rolling forecast for the next 12 months using the latest approved actuals and headcount plan, including a downside scenario and a bridge versus the prior forecast.

Frequently Asked Questions about budget-forecast-planning

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

FAQPage Schema
How do I update a rolling forecast with new actuals?▼

Provide the forecast horizon, actual cut-off, scenario, and approved data sources such as the latest actuals and hiring plan. The Skill ties actuals to approved reports, updates drivers rather than outputs, recalculates schedules, and delivers a new version with a bridge versus the prior forecast.

How do I build a driver-based revenue forecast?▼

Revenue is modeled from real business drivers such as units times price times mix, ARR roll-forwards for subscriptions, or billable headcount times utilization times rate for services. A single growth rate is only used as a labeled simplified assumption when no driver data exists.

Can this Skill approve or overwrite an official budget?▼

No. It never overwrites official budgets, targets, hiring plans, or commitments without an explicit version, diff, and approver. Outputs are marked Draft or Prepared until approval evidence exists, and version history is never deleted.

What checks does a financial forecast model need before delivery?▼

Required checks include actual ties to approved reports, opening balances matching latest closing balances, headcount and working capital roll-forwards, cash integrity without hidden plugs, period rollups, and scenario validity. MODEL STATUS is PASS only when all required checks succeed.

When should I use variance analysis instead of forecast planning?▼

Use variance analysis when you only need to explain historical actual-versus-forecast differences. This Skill is for building or updating forward-looking budgets, rolling forecasts, and scenarios, not for retrospective commentary, DCF valuation, or 13-week cash forecasts.