revenue-forecaster

Forecast revenue from pipeline data using stage-weighted probabilities and expected close dates.

2|Updated Apr 11, 2026
One-click install
npx skills add https://github.com/ekatasingh1107/b2b-gtm-skills --skill revenue-forecaster
Or copy as Structured Prompt for Agent
Please help me install this Agent Skill.
Skill: revenue-forecaster
Source: https://github.com/ekatasingh1107/b2b-gtm-skills/tree/main/skills/capabilities/revenue-forecaster
Command: npx skills add https://github.com/ekatasingh1107/b2b-gtm-skills --skill revenue-forecaster

SYSTEM DOCUMENTATION & REQUIREMENTS

What problem does it solve?

Revenue forecasting is time-consuming and error-prone when done manually; this Skill turns raw pipeline data into stage-weighted revenue projections, gap analysis against targets, and actionable recommendations to close shortfalls.

Core Features & Use Cases

  • Stage-weighted forecasting: Apply configurable conversion probabilities to each deal to produce weighted pipeline and monthly/quarterly projections.
  • Sensitivity & concentration analysis: Run best/expected/worst case scenarios, single-deal risk checks, and top-deal concentration metrics to surface risk.
  • MRR and velocity tracking: Include recurring revenue in trajectories, compute pipeline velocity and stage bottlenecks, and recommend remedial actions.
  • Use Case: A B2B agency pulls CRM deals, runs the forecast to reveal a $18.5K Q2 gap, and receives targeted recommendations to accelerate specific deals and reduce concentration risk.

Quick Start

Run a stage-weighted revenue forecast for next quarter using our CRM pipeline and compare the forecast to quarterly targets.

Frequently Asked Questions about revenue-forecaster

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

FAQPage Schema
How do I forecast revenue from CRM pipeline data?

Revenue forecasting applies stage-weighted probabilities and expected close dates to CRM pipeline deals to produce monthly and quarterly projections. Import deal-level records via CSV or JSON to calculate expected revenue trajectories.

What is stage-weighted revenue forecasting?

Stage-weighted revenue forecasting calculates projected revenue by applying configurable conversion probabilities to each deal stage. This method accounts for varying win likelihoods across pipeline stages to generate realistic revenue expectations.

Can I run sensitivity analysis and concentration risk checks on my sales pipeline?

Sensitivity analysis runs best, expected, and worst case scenarios on pipeline data while concentration risk checks identify single-deal dependencies. Top-deal concentration metrics surface revenue exposure from relying on specific deals.

How do I calculate MRR trajectory and pipeline velocity for a B2B services team?

MRR trajectory incorporates recurring revenue into monthly projections while pipeline velocity computes deal progression speed across stages. The forecast identifies stage bottlenecks and recommends remedial actions to accelerate deals.

Does this revenue forecaster work with CSV imports or does it require a direct CRM connection?

The forecaster supports both direct CRM pulls and CSV or JSON file imports for pipeline data. Deal-level records must include stage, value, and expected close date, with optional historical win rates and revenue targets.

How do I identify pipeline gaps against quarterly revenue targets?

Gap analysis compares stage-weighted pipeline forecasts against configured revenue targets to quantify shortfalls. The forecast provides targeted recommendations to accelerate specific deals and reduce concentration risk to close identified gaps.