# Forecasting

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

- **Type:** Skill
- **Install:** `agentstack add skill-linuszz-business-strategy-planning-skills-forecasting`
- **Verified:** Yes — security-reviewed for prompt injection and unsafe behavior
- **Seller:** [linuszz](https://agentstack.voostack.com/s/linuszz)
- **Installs:** 0
- **Category:** [Agent Skills](https://agentstack.voostack.com/c/agent-skills)
- **Latest version:** 0.1.0
- **License:** MIT
- **Upstream author:** [linuszz](https://github.com/linuszz)
- **Source:** https://github.com/linuszz/business-strategy-planning-skills/tree/master/bp-financial-analysis/skills/forecasting

## Install

```sh
agentstack add skill-linuszz-business-strategy-planning-skills-forecasting
```

Requires the [AgentStack CLI](https://agentstack.voostack.com/docs/cli). Works with Claude Code, Cursor, and any MCP-compatible agent.

## 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](https://github.com/linuszz)
- **Source:** [linuszz/business-strategy-planning-skills](https://github.com/linuszz/business-strategy-planning-skills)
- **License:** MIT

Install and usage instructions live in the source repository linked above.

## Pricing

- **Free** — Free

## Security capabilities

Automated source analysis of v0.1.0 — what this tool can access:

- **Network access:** no
- **Filesystem access:** no
- **Shell / process execution:** no
- **Environment & secrets:** no
- **Dynamic code execution:** no

*"Yes" means the capability is present in the source — more access means more to trust, not that it is unsafe.*


## Versions

- **0.1.0** — security scan: passed — Imported from the upstream source.

## Links

- Listing page: https://agentstack.voostack.com/l/skill-linuszz-business-strategy-planning-skills-forecasting
- Seller: https://agentstack.voostack.com/s/linuszz
- Browse the marketplace: https://agentstack.voostack.com/browse

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