budgeting-and-forecasting
GitHub执行年度预算、滚动预测及业务单元合并,通过差异分析解释实际与计划的偏差。提供规划框架设定、输入挑战、数据整合及准确性提升指南,支持财务规划全流程。
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.
Sources
references/sources.md in this skill lists the outside authorities that settle the questions
here — what each one is authoritative for, and what you may do with it. Check them before
answering on anything they cover, and cite what you used. Most are free to read and not free
to reproduce; the use note on each is binding.
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
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98d1c17
Current 2026-09-22 00:27
新增外部权威来源目录,使技能能引用实时法规与标准,并增加源文件存在性检查以确保合规引用。
- d58a7ee 2026-09-02 21:05


