Individual skill
profitable-efficient-growth
Use this skill when a founder, revenue leader, CFO, or RevOps team is heading into annual planning, a board meeting, or a fundraise; is debating whether to pour more fuel on acquisition or fix the model first; needs a reality check on a 'growth at any cost' reflex; or asks anything about unit economics, CAC payback, NRR, burn multiple, Rule of 40, magic number, growth efficiency, or GTM budget allocation — even if they never say the word 'scorecard'. Builds a board-ready Profitable Efficient Growth (PEG) scorecard: computes the unit-economics picture from the company's own numbers, grades each metric against Sam Jacobs' PEG benchmarks, diagnoses whether the engine is scale-ready or leaking into a cash trap, and recommends how to allocate the next dollar of GTM spend using the 60/30/10 tranche strategy (proven / probable / experimental).
skills/sam-jacobs/profitable-efficient-growth/SKILL.md
Source commit 5d786aad0c7b2ca59b1abf1f601f9407ca261996
What was checked
- Matches the observed repository HEAD
- Yes
- Scanner rules are current
- No
- Repository scan complete
- No
- Skill scan complete
- Yes
- Observed behavior
- Not checked yet
- Last checked
- Nov 5, 2026
These are observations at the recorded commit, not a guarantee of safety. Review the source before running it.
Install this skill
Choose an agent in your Stack or copy a command below. Commands fetch the pinned commit and copy only this skill directory. Existing destinations are refused. Copying a command does not install anything.
An install command is unavailable: current rules, complete repository and skill scans, an eligible behavior level and a permitted license are required.
Repository context
- Repository stars (not skill ratings)
- 236
- Repository last updated
- Oct 20, 2026
- License
- MIT
Observed agent integration: No specific integration evidence. Standard SKILL.md installation does not imply verified compatibility.
Files and excerpt
File metadata and permitted, redacted excerpts come from the recorded scan. Source links are pinned to that commit.
Browse files
SKILL.mdcore · 18,825 bytes
Read excerpt
**Source framework:** Sam Jacobs' Profitable Efficient Growth (PEG) — the rebuttal to "growth at
any cost." Built on the Unit Economics Compass (per-unit profitability as the decision filter for
whether to scale or optimize), PEG's benchmark thresholds (LTV:CAC at or above 3:1, CAC payback
under 12 months, NRR above 110%, Rule of 40 at or above 40%, magic number above 0.75, burn multiple
under 1.5x), a retention-over-acquisition / customer-led growth thesis, and the Tranche Strategy for
GTM spend allocation (60% proven / 30% probable / 10% experimental).
## Purpose & When to Use
Most growth plans start from the wrong question — "how much can we grow?" — when the question
that actually protects the company is "can we grow *this* efficiently?" In the "growth at any
cost" era, teams scaled top-line revenue while quietly digging a financial hole: acquisition
spend outran the value each customer returned, payback stretched past the point where cash ran
out first, and churn ate the gains. Sam Jacobs' **Profitable Efficient Growth (PEG)** is the