Forecasting
Apply quantitative and qualitative forecasting techniques. Use for demand planning, revenue projections, and trend analysis.
Install
$ agentstack add skill-linuszz-business-strategy-planning-skills-forecasting ✓ scanned · ✓ verified, works with Claude Code, Cursor, and more.
Security review
✓ PassedNo issues found. Passed automated security review. · v0.1.0 How review works →
- ✓ Prompt-injection patterns
- ✓ Secret / credential exfiltration
- ✓ Dangerous shell & filesystem operations
- ✓ Untrusted network calls
- ✓ Known-malicious package signatures
What it can access
- ✓ Network access No
- ✓ Filesystem access No
- ✓ Shell / process execution No
- ✓ Environment & secrets No
- ✓ Dynamic code execution No
From automated source analysis of v0.1.0. “Used” means the capability is present in the source — more access means more to trust, not that it’s unsafe.
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Declared compatibility
Compatibility is declared by the source manifest. End-to-end runtime verification is coming, see below.
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How agent discovery & health will work →About
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
| Method | Best For | Time Horizon | Accuracy | |--------|----------|--------------|----------| | Moving Average | Stable demand | Short | Medium | | Exponential Smoothing | Trending data | Short-Medium | High | | Regression | Causal relationships | Medium-Long | High | | Scenario Planning | Uncertain environment | Long | Medium | | Delphi Method | Expert consensus | Long | Medium |
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
Source & license
This open-source skill is cataloged on AgentStack and links to its original source — we do not rehost the code.
- Author: linuszz
- Source: linuszz/business-strategy-planning-skills
- License: MIT
Install and usage instructions live in the source repository linked above.
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Versions
- v0.1.0 Imported from the upstream source.