budgeting-and-forecasting
GitHub指导企业预算编制、滚动预测及差异分析的标准流程。涵盖设定框架、收集输入、挑战假设、合并数据及解释实际与计划的偏差,旨在提升财务规划的准确性与有效性。
Trigger Scenarios
Install
npx skills add cbrock84/headcount --skill budgeting-and-forecasting -g -y
SKILL.md
Frontmatter
{
"name": "budgeting-and-forecasting",
"description": "Runs the planning cycle — annual budget, rolling forecast, consolidation of business unit inputs, and the variance analysis that explains actuals against plan. Use this to build or challenge a budget, run a forecast cycle, consolidate departmental submissions, explain why results diverged from plan, or improve forecast accuracy."
}
Budgeting and forecasting
The budget is a commitment, the forecast is a belief
Keep them separate. A budget re-cut every month is not a commitment; a forecast held to the original budget is not a belief. Both failures make the numbers useless for different reasons.
Running the cycle
- Set the frame first — targets, headcount envelope, and the assumptions everyone builds on (pricing, attrition, timing). Distributed teams building on different assumptions produces a consolidation that cannot be reconciled.
- Collect in a fixed template. Free-form submissions cost more to normalize than to build.
- Challenge the inputs, specifically: what is the volume driver, what is this per unit, what happens if it comes in at half. Budget submissions are negotiating positions and should be treated as such without hostility.
- Consolidate and find the gap between bottom-up and top-down. There always is one. Close it explicitly by cutting something named, not by proportional trimming — proportional cuts damage the highest-return line as much as the lowest.
- Publish what was not funded and why. This prevents the same request arriving three times.
Rolling forecast
Re-forecast on a fixed cadence over a constant horizon. Update only what has changed and say what changed and why. A re-forecast with no narrative is a new set of numbers with no information in it.
Variance analysis
Variance is only useful decomposed. For each material variance, separate:
- Volume — did we do more or less of it?
- Rate — did each unit cost or earn a different amount?
- Timing — did it move between periods, or is it gone?
- Mix — did the composition shift?
Timing variances need no action and are constantly mistaken for performance. Rate variances on recurring costs compound and are constantly under-reacted to.
Explain the top few by value, not every line. A variance report covering everything gets read as nothing.
Tooling
Planning: Anaplan, Pigment, Workday Adaptive Planning, Vena, Cube, and similar. A well-built spreadsheet on a clean chart of accounts beats a planning tool nobody has been staffed to maintain; move when budget owners outnumber the people who can hold the model in their head.
Driver data comes from the ledger, the CRM, and the HRIS. The planning tool is only ever as current as those connections.
Never
- Present a forecast without saying what changed since the last one.
- Let a department own an assumption that drives another department's numbers.
- Report accuracy without measuring it. Track forecast error over time — it improves quickly once visible and never improves while unmeasured.
Version History
- d58a7ee Current 2026-09-02 21:05


