The LNO Task Prioritization Framework
Match your effort level to the leverage level of each task
LNO stands for Leverage, Neutral, and Overhead — three categories that describe the return on effort for any task. Leverage tasks produce 10x or even 100x return on effort — these are the strategic decisions, key conversations, and creative work that move the needle dramatically. Neutral tasks produce roughly proportional return (1x effort yields about 1.1x results) — routine meetings, standard reviews, status updates. Overhead tasks are necessary but provide little direct return — expense reports, compliance paperwork, administrative work. The insight is devastatingly simple: most people give 100% effort to everything. They craft their expense reports with the same attention they give to strategic planning. This means their leverage tasks get the same quality of attention as their overhead tasks. The LNO framework says: give your leverage tasks 100% effort, your neutral tasks 80% effort, and your overhead tasks minimum viable effort (20%). This is not about being lazy — it is about being strategically excellent where it matters most.
- Most people give everything 100% effort, which means leverage tasks get the same quality as expense reports.
- Leverage tasks deserve your absolute best work; overhead tasks deserve minimum viable effort.
- The biggest productivity gain comes not from doing more but from matching effort to impact.
- Saying no to perfection on low-leverage tasks frees energy for excellence on high-leverage ones.
- Categorize Every Task as L, N, or OAt the start of each day (or week), review your task list and label each item as Leverage (L), Neutral (N), or Overhead (O). Leverage tasks are those where the quality of your effort has an outsized impact on outcomes — strategic planning, critical hiring decisions, key customer conversations, important creative work. Neutral tasks are necessary and produce proportional returns — routine meetings, standard code reviews, regular check-ins. Overhead tasks are administrative necessities with minimal direct impact — expense reports, compliance forms, scheduling. Be honest about the category — many tasks we treat as leverage are actually neutral or overhead.Pro tipIf you are unsure whether a task is L or N, ask: 'If I did this task at 80% quality instead of 100%, would anyone notice or would the outcome meaningfully change?'WarningDo not over-categorize tasks as Leverage to justify spending time on favorites. Be ruthlessly honest about actual impact.
- Allocate Effort ProportionallyGive Leverage tasks your absolute best effort — deep focus time, your sharpest hours of the day, preparation, and iteration. Give Neutral tasks adequate but not excessive effort — good enough is genuinely good enough for these. Give Overhead tasks minimum viable effort — complete them quickly, use templates, automate where possible, and resist the urge to perfectize. The goal is to free up mental and temporal bandwidth from N and O tasks to invest disproportionately in L tasks.Pro tipSchedule your L tasks during your peak energy hours (usually morning for most people) and batch your O tasks into a single low-energy block.
- Overcome Procrastination on Leverage TasksParadoxically, people often procrastinate on leverage tasks because they are the most cognitively demanding and carry the highest stakes. Shreyas recommends a two-step tactic: first, identify the specific subtask within the leverage task that you are avoiding. It is rarely the whole task — it is usually one specific component (the difficult conversation, the ambiguous analysis, the creative leap). Second, set a timer for just 15 minutes and work only on that specific subtask. This breaks the avoidance pattern because starting is always the hardest part.Pro tipKeep a running log of which specific subtasks you tend to avoid — patterns will emerge that reveal your cognitive comfort zone and its limits.WarningDo not use this technique as an excuse to only work in 15-minute bursts. The timer is a starting mechanism; once flow begins, continue as long as it lasts.
As Stripe's fourth product manager and later its first PM manager, Shreyas observed that the highest-performing PMs were not the ones who did everything well — they were the ones who identified the two or three leverage activities in their role (strategic customer conversations, hiring decisions, product direction) and gave those tasks extraordinary attention while keeping everything else at adequate or minimum viable quality.
Shreyas Doshi developed the LNO framework during his years as a product manager at Google, Twitter, Yahoo, and Stripe. He noticed that the most effective PMs he worked with were not the ones who did everything well — they were the ones who were exceptional at a few high-leverage activities and merely adequate at everything else. At Stripe, where he was the fourth PM hired and later became the first PM manager, he formalized this observation into a teachable framework. The framework gained viral traction when Shreyas shared it on Twitter, where it resonated with thousands of knowledge workers who recognized the pattern of exhausting themselves on low-leverage work.