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Manage for output using Grove's "High Output Management": a manager's output is their organization's output, raised by high-leverage activities.
Passed 20 of 22 test cases with the skill, and 13 of 22 without it.
and 6 more in the full report
9 fixed11 passed either way0 still failing2 broke
Tokens, turns and time describe resource use, not a dollar price.
One of 9 test cases the skill fixed. Same model, same prompt, with and without the skill.
During 1:1 meetings, who should be responsible for taking notes and logging committed action items?
| Checked | Without skill | With skill |
|---|---|---|
| Specifies that the supervisor should personally take notes during 1:1 sessions | Missed | Passed |
The instructions your model reads when the skill loads.
Manage teams the way Andy Grove ran Intel: a manager's output is not what the manager does — it is what their organization produces. This skill turns High Output Management into auditable practice: production principles for knowledge work, output indicators, managerial leverage, meetings as the medium of management, clean decisions, OKRs, and a management style matched to task-relevant maturity.
A manager's output = the output of their organization + the output of the neighboring organizations under their influence. Nothing a manager does — emails, meetings, reviews, decisions — counts in itself; it counts only through how it raises that combined output. Since managerial time is the scarce input, the craft reduces to one question asked relentlessly: of everything I could do right now, what creates the most output per hour spent? Choose high-leverage activities; eliminate negative-leverage ones.
Goal: 10/10. Rate management practices, calendars, and processes 0-10 against the principles below. State the current score and the specific changes needed to reach 10/10.
Core concept: Grove's breakfast factory — deliver a three-minute egg, buttered toast, and hot coffee simultaneously, at acceptable quality and lowest cost — contains all of production: build the flow around the limiting step (the egg), fix problems at the lowest-value stage, batch where setup costs dominate, and choose deliberately between building to forecast and building to order. Every team — engineering, support, recruiting — runs a production line, whether or not anyone has drawn it.
Why it works: Knowledge work hides its assembly line, and invisible flow invites firefighting. Production thinking makes flow visible: once you know the limiting step, everything else gets scheduled around it; once defects are caught at the egg stage instead of on the customer's plate, fixing them costs a fraction.
Key insights:
Applications:
| Context | Application | Example |
|---|---|---|
| Sprint flow | Schedule around the limiting step | Review is the bottleneck → protect reviewer hours before starting new work |
| Quality gates | Inspect at the lowest-value stage | Spec review kills a flawed design before a three-week build |
| Hiring pipeline | Batch and build to forecast | Phone screens batched Tue/Thu; interviewer capacity staffed to the offer-date forecast |
test cases passed, vs 13 / 22 without
More skills from the same source and nearby in the registry, with their headline benchmark lift.