SKILL

okhp3-outcome-modeling-sales

Forecast pipeline and compare salespeople, territories, accounts, and commercial allocations using expected contribution rather than close rate alone. Use when evaluating stage probability, quota, discount, retention, margin, customer lifetime value, or opportunity quality. Load `okhp3-outcome-modeling-core` first.

Target: Business services. Automatically collected · unverified.

Excerpt from the author’s documentation

Extracted from a fixed version of SKILL.md in its original language. This is the author’s documentation; installation, compatibility and runtime results have not been verified by this site.

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Topics in the source

  • okhp3-outcome-modeling-sales
  • Scope
  • Reframe the sales outcome
  • Computational payload
  • Workflow
  • Validation gates
  • Output contract
  • References

OverKill Hill P³ · overkillhill.com · github.com/OKHP3 Apply outcome modeling to sales and business decisions where raw wins can hide discounting, easy-opportunity selection, churn, service cost, or money left on the table. The primary object is economically efficient contribution, not a flattering headline metric such as close rate. -- | In scope | Out of scope | |----------|-------------| | Pipeline and revenue forecasts | Fabricated CRM or customer information | | Margin, retention, expansion, and capacity-aware decisions | Personnel decisions based on a single metric | | Rep, account, territory, and opportunity comparisons | Unauthorized outreach or CRM writes | -- Do not treat a 100% close rate as proof of superior performance. First examine opportunity assignment, customer fit, deal size, competition, discounts, cycle time, retention, expansion, service burden, and capacity consumed. Use an economic objective such as: The exact objective must be agreed before ranking salespeople or allocating resources. Read references/computational-model.md for expected contribution, incremental lift, and constrained allocation formulas. Read references/glossary.md before using sales abbrevi

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Source repository
OKHP3/skillz
Source file
outcome-modeling/okhp3-outcome-modeling-sales/SKILL.md
Fixed revision
7b187777d42ab7bc7bab1e5f2c940cd3139ecebf
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Author: OKHP3/skillz · original repository metadata. Documentation review: Not reviewed. Last source check: 2026-11-10T10:00:55.287Z.

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