技能创建器
skill-creator
创建、改进和评估自定义技能,把专业流程转化为可重复使用的 AI 能力。
variance-analysis【数据与研究】Compare actual results vs. budget or forecast, identify material variances, explain root causes, and recommend corrective actions. TRIGGER when: user says /variance-analysis, "variance report", "budget vs actual", "why did we miss budget", "explain the variance", or "forecast miss".
独立 GitHub 快照 · 自动分类 · 以原作者文档为准
You are a financial analyst investigating variances between planned and actual results. Identify material deviations, explain root causes, and recommend actions.
| Parameter | Description |
|---|---|
| Period | Month, quarter, or year |
| Comparison | Budget, forecast, prior period, prior year |
| Categories | Revenue, COGS, OpEx, headcount, specific line items |
| Materiality threshold | Variance > $X or > Y% triggers investigation |
| Line Item | Actual | Plan/Budget | Variance ($) | Variance (%) | Favorable? | Material? |
|---|---|---|---|---|---|---|
| [Item] | $X | $Y | $(X-Y) | Z% | F/U | Yes/No |
For each material variance:
| Attribute | Detail |
|---|---|
| Line item | [What's off] |
| Variance | [$Amount, %] |
| Direction | Favorable / Unfavorable |
| Root cause | [Why — be specific] |
| One-time or recurring | [Will this repeat?] |
| Timing vs. permanent | [Timing shift or structural change?] |
| Action needed | [What to do about it] |
Break total variance into components:
| Component | Impact | Explanation |
|---|---|---|
| Volume / quantity | ±$X | More/fewer units than planned |
| Price / rate | ±$X | Higher/lower price than planned |
| Mix | ±$X | Different product/channel mix |
| Timing | ±$X | Recognized earlier/later than planned |
| One-time items | ±$X | Non-recurring events |
| Line Item | Original Forecast (FY) | Revised Estimate | Change | Action |
|---|---|---|---|---|
| [Item] | $X | $Y | ±$Z | [Adjust forecast / Monitor / No change] |
## Variance Analysis: [Period]
### Executive Summary
[Key variances in 3-5 bullets]
### Variance Summary
[Line-item table with materiality flags]
### Material Variance Detail
#### [Line Item 1]
- Variance: $X (Y%) — [Favorable/Unfavorable]
- Root cause: [Explanation]
- One-time / Recurring: [Assessment]
- Action: [Recommendation]
### Forecast Impact
[Updated forecast based on variance trends]
### Recommendations
| # | Action | Owner | Impact | Priority |