AgentSkillsCN

Add A Zero Heuristic

一种目标设定的思维模式：领导者可将目标上调10倍，迫使团队摒弃固有的工作流程，转而运用第一性原理进行思考。尤其适用于年度规划阶段——当团队往往倾向于选择稳妥、渐进式的改进方案时。

SKILL.md
--- frontmatter
name: Add A Zero Heuristic
description: A goal-setting mental model where leaders increase the target by 10x to force teams to abandon current processes and use first-principles thinking. Use during annual planning when teams default to safe, incremental work.

The 'Add A Zero' Heuristic

"If you want to improve the speed of a company, then make faster decisions." — Brian Chesky

What It Is

A mental model for goal setting where leaders arbitrarily increase the target by 10x (add a zero) to force the team to abandon current processes and use first-principles thinking.

When To Use

  • •Annual planning or kick-offs for major initiatives
  • •Team is defaulting to safe, low-impact optimization work
  • •Current processes mathematically cannot achieve the required scale
  • •Need to break incrementalism and inspire breakthrough thinking

Core Principles

1. Force a Process Break

If the goal is 10x higher, the current way of working is mathematically impossible. The team must invent a new way.

2. First Principles Thinking

Break the problem down to its fundamental components to reconstruct a solution that supports scale.

3. See Potential in People

Use the ambitious goal to signal belief in the team's capability, not just as a demand for more hours.

4. Pace Setting

Use the expanded goal to drive decision velocity. "Can we decide this now?" instead of "Circle back next week."

How To Apply

code
STEP 1: State Current Target
└── "We need to acquire 10,000 new hosts this quarter"

STEP 2: Add a Zero
└── "What if we needed to acquire 100,000?"

STEP 3: List Why Current Process Fails
└── "Manual outreach can't scale to 100K"
└── "Current funnel conversion is too slow"

STEP 4: Brainstorm New Approaches
└── "What would we need to build?"
└── "What partnerships would enable this?"
└── "What constraints can we remove?"

STEP 5: Extract Feasible Innovations
└── Apply breakthrough ideas to original target

Common Mistakes

❌ Simply demanding 10x results without allowing the team to change constraints

❌ Using this as a pressure tactic rather than a thinking exercise

❌ Applying it to tasks where incremental improvement is actually the right approach

Real-World Example

The internal Airbnb mantra of "Add a zero" which pushes teams to rethink how they acquire hosts or manage support tickets at a fundamentally different scale.

Source: Brian Chesky, Lenny's Podcast