forecast

Generate weighted sales forecasts with scenario analysis and gap-to-quota assessments.

4|2|Updated Feb 2, 2026
One-click install
npx skills add https://github.com/propane-ai/kits --skill forecast-propane-ai
Or copy as Structured Prompt for Agent
Please help me install this Agent Skill.
Skill: forecast
Source: https://github.com/propane-ai/kits/tree/main/plugins/GTM/skills/forecast
Command: npx skills add https://github.com/propane-ai/kits --skill forecast-propane-ai

SYSTEM DOCUMENTATION & REQUIREMENTS

💡 This Skill includes references (resource) components.

What problem does it solve?

This Skill automates the generation of weighted sales forecasts, providing best/likely/worst-case scenarios, commit vs. upside breakdowns, and gap analysis to quota.

Core Features & Use Cases

  • Weighted Forecasting: Calculates forecast values based on stage-specific probabilities.
  • Scenario Planning: Generates best, likely, and worst-case scenarios for sales outcomes.
  • Gap Analysis: Identifies the shortfall to quota and suggests recommendations.
  • Use Case: A sales manager can use this skill to get an accurate, data-driven forecast for the quarter, understand potential risks, and plan strategies to close any gaps.

Quick Start

Generate a weighted sales forecast for this quarter using the provided pipeline data.

Frequently Asked Questions about forecast

High-intent search queries and answers about installing and using this skill.

FAQPage Schema
How do I generate a weighted sales forecast from my pipeline data?

A weighted sales forecast calculates expected revenue by multiplying each opportunity's value by its stage-specific probability. This approach provides a realistic revenue prediction by accounting for the likelihood of deals closing at each pipeline stage.

How do I calculate gap-to-quota for my sales pipeline?

Gap-to-quota analysis identifies the shortfall between your projected weighted forecast and your defined quota. The analysis outputs the exact gap measurement and provides actionable recommendations to help close the identified revenue deficit.

Can I use my CRM data for sales scenario planning and best-case worst-case analysis?

Yes, sales scenario planning supports CRM integration to generate best, likely, and worst-case revenue outcomes. By defining your timeline and using CRM pipeline data, you can evaluate multiple forecast scenarios for comprehensive planning.

What is a weighted forecast and how does stage-based probability mapping work?

A weighted forecast predicts revenue by applying probability percentages to opportunities based on their current pipeline stage. Stage-based probability mapping assigns specific close likelihoods to stages, ensuring forecast calculations reflect actual sales progress.

What data do I need to perform sales pipeline analysis and quota attainment tracking?

Sales pipeline analysis requires pipeline data from a standalone CSV or CRM, stage-based probability mappings, and defined quota targets. Supplying these inputs enables accurate weighted forecasting and comprehensive gap-to-quota assessment.