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majesticlabs-dev

pipeline-forecasting

by majesticlabs-dev

18🍴 1📅 Jan 24, 2026

SKILL.md


name: pipeline-forecasting description: Forecast categories, weighted pipeline calculations, deal scoring models, and forecast accuracy metrics. allowed-tools: []

Pipeline Forecasting

B2B sales forecasting frameworks and deal scoring models.

Forecast Categories

CategoryDefinitionWeight
CommitWill close this period90%
Best CaseHigh probability, some risk70%
PipelineWorking, outcome uncertain30%
UpsideLong shot, possible10%

Weighted Pipeline

Weighted Pipeline = Σ (Deal Value × Stage Probability × Confidence)

Example:
$100K deal in Proposal (40%) with High confidence (1.1x)
= $100K × 0.4 × 1.1 = $44K weighted

Forecast Accuracy Metrics

MetricFormulaTarget
Forecast AccuracyActual / Forecast90-110%
Commit AccuracyCommit Closed / Commit Forecast>85%
Best Case AccuracyBC Closed / BC Forecast>60%
Pipeline AccuracyPipeline Closed / Pipeline Forecast>25%

Weekly Forecast Review Template

FORECAST REVIEW: [Date]

Commit: $[X] ([Y] deals)
- [Deal 1]: $X - [Status/Risk]
- [Deal 2]: $X - [Status/Risk]

Best Case: $[X] ([Y] deals)
- [Deal 1]: $X - [What needs to happen]

Pipeline: $[X] ([Y] deals)
- At risk: [List]
- Upside: [List]

Total Weighted: $[X]
vs. Target: $[X]
Gap: $[X]

Actions This Week:
1. [Specific action on deal]
2. [Specific action on deal]

Deal Scoring Model

Score Components

FactorWeightScoring
ICP Fit20%3=Perfect, 2=Good, 1=Marginal, 0=Off
Champion25%3=Active, 2=Supportive, 1=Identified, 0=None
Authority20%3=Buyer engaged, 2=Identified, 1=Unknown, 0=Blocked
Need15%3=Urgent, 2=Important, 1=Nice-to-have, 0=None
Timeline10%3=This quarter, 2=Next quarter, 1=This year, 0=None
Competition10%3=None/weak, 2=Incumbent, 1=Strong, 0=Losing

Score Interpretation

  • 85-100%: High confidence commit
  • 70-84%: Best case
  • 50-69%: Standard pipeline
  • <50%: At risk, qualify harder

Score

Total Score

60/100

Based on repository quality metrics

SKILL.md

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Reviews

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Reviews coming soon