linuszz/business-planning-skills/forecasting

Claude Code and agent skill by linuszz/business-planning-skills

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Apply quantitative and qualitative forecasting techniques. Use for demand planning, revenue projections, and trend analysis.

Install

npx vskill@latest install linuszz/business-planning-skills/forecasting

SKILL.md

Forecasting Techniques

Metadata

  • Name: forecasting
  • Description: Quantitative and qualitative forecasting methods
  • Triggers: forecast, projection, prediction, demand planning, trend analysis

Instructions

Apply appropriate forecasting techniques for $ARGUMENTS.

Framework

Forecasting Methods
MethodBest ForTime HorizonAccuracy
Moving AverageStable demandShortMedium
Exponential SmoothingTrending dataShort-MediumHigh
RegressionCausal relationshipsMedium-LongHigh
Scenario PlanningUncertain environmentLongMedium
Delphi MethodExpert consensusLongMedium

Output

## Forecast: [Subject]
 
### Method Selection
 
**Chosen Method**: [Method name]
**Rationale**: [Why this method]
 
### Historical Data
 
| Period | Actual | Forecast | Error |
|--------|--------|----------|-------|
| Q1 | 100 | - | - |
| Q2 | 110 | 105 | +5 |
| Q3 | 115 | 112 | +3 |
| Q4 | 120 | 118 | +2 |
 
### Forecast Results
 
| Period | Forecast | Lower Bound | Upper Bound | Confidence |
|--------|----------|-------------|-------------|------------|
| Q1 Next | 125 | 118 | 132 | 90% |
| Q2 Next | 130 | 120 | 140 | 85% |
| Q3 Next | 135 | 122 | 148 | 80% |
 
### Assumptions
 
1. [Assumption 1]
2. [Assumption 2]
3. [Assumption 3]
 
### Risks
 
| Risk | Probability | Impact | Mitigation |
|------|-------------|--------|------------|
| [Risk 1] | Medium | High | [Action] |
| [Risk 2] | Low | Medium | [Action] |

Tips

  • Use multiple methods for validation
  • Document assumptions clearly
  • Update forecasts with new data
  • Consider seasonality

Security

  • Security scanPassed, 95 of 100Pattern checks on the skill's files.
  • Model reviewPassed

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Quality evaluation

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Source

Popularity

Repository stars
53
Repository forks
2
7-day trend score
20

Stars and forks are for the whole GitHub repository, not this skill alone. Refreshed 19 Mar 2026, 7 months ago.

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