reversible-decisions

name	reversible-decisions
description	Know when to move fast and when to move carefully. Master Jeff Bezos' framework for distinguishing high-stakes irreversible decisions from low-stakes reversible ones. Use when: **Prioritizing decisions** to know where to invest time; **Team empowerment** to understand what to delegate vs. escalate; **Avoiding analysis paralysis** on decisions that don't matter; **Risk management** to identify where caution is truly warranted; **Speed vs. thoroughness** trade-offs in any context
license	MIT
metadata	{"author":"ClawFu","version":"1.0.0","mcp-server":"@clawfu/mcp-skills"}

Reversible Decisions (Type 1 vs. Type 2)

Know when to move fast and when to move carefully. Master Jeff Bezos' framework for distinguishing high-stakes irreversible decisions from low-stakes reversible ones.

When to Use This Skill

• Prioritizing decisions to know where to invest time
• Team empowerment to understand what to delegate vs. escalate
• Avoiding analysis paralysis on decisions that don't matter
• Risk management to identify where caution is truly warranted
• Speed vs. thoroughness trade-offs in any context
• Building decision-making culture in organizations

Methodology Foundation

Aspect	Details
Source	Jeff Bezos - Amazon shareholder letters (2015-2016)
Core Principle	"Some decisions are irreversible and consequential (Type 1). Most are reversible and low-consequence (Type 2). Use the right process for each."
Why This Matters	Most people treat all decisions like Type 1—slow, deliberate, requiring full information. This leads to paralysis and missed opportunities. The best decision-makers move fast on Type 2 and slow on Type 1.

What Claude Does vs What You Decide

Claude Does	You Decide
Structures content frameworks	Final messaging
Suggests persuasion techniques	Brand voice
Creates draft variations	Version selection
Identifies optimization opportunities	Publication timing
Analyzes competitor approaches	Strategic direction

What This Skill Does

1. Classifies decisions - Is this Type 1 or Type 2?
2. Calibrates process to stakes - Right speed for right decision
3. Enables delegation - Type 2 can be pushed down
4. Prevents over-analysis - Stop treating reversible decisions as irreversible
5. Improves organizational speed - Teams move faster on the right things
6. Reduces decision fatigue - Don't waste energy on low-stakes choices

How to Use

Classify a Decision

Help me classify this decision:
[Describe the decision]
Is this Type 1 (irreversible) or Type 2 (reversible)?
What process should I use?

Speed Up Decision-Making

I'm spending too much time on [decision].
Apply the Type 1/Type 2 framework to help me move faster.

Build Decision-Making Process

Help me design a decision-making framework for my team.
Which decisions should require consensus vs. individual judgment?

Instructions

Step 1: Understand the Framework

## Type 1 vs. Type 2 Decisions

### Bezos' Definition

**Type 1: One-Way Doors**
"Some decisions are consequential and irreversible or nearly irreversible—
one-way doors—and these decisions must be made methodically, carefully,
slowly, with great deliberation and consultation."

**Type 2: Two-Way Doors**
"But most decisions aren't like that—they are changeable, reversible—
they're two-way doors. If you've made a suboptimal Type 2 decision,
you don't have to live with the consequences for that long.
You can reopen the door and go back through."

### The Problem

"As organizations get larger, there seems to be a tendency to use
the heavy-weight Type 1 decision-making process on most decisions,
including many Type 2 decisions. The end result of this is slowness,
unthoughtful risk aversion, failure to experiment sufficiently,
and consequently diminished invention."

### The Solution

"We must resist this tendency."

Type 2 decisions should be made quickly by high-judgment individuals
or small groups. Type 1 decisions require the full deliberative process.

---

Step 2: Classification Framework

## How to Classify Decisions

### The Two Questions

**Question 1: Is it reversible?**
Can you undo this decision with reasonable effort and cost?

| Reversibility | Examples |
|---------------|----------|
| **Easily reversible** | Pricing change, A/B test, new feature flag, hire (with trial), campaign |
| **Hard to reverse** | Architecture choice, brand name, key hire (C-level), market exit |
| **Irreversible** | Selling company, shutting down product, firing someone, legal action |

**Question 2: What are the consequences?**
If this decision is wrong, what happens?

| Consequence Level | Examples |
|-------------------|----------|
| **Low** | Internal process change, small experiment, minor feature |
| **Medium** | New product launch, pricing tier, team restructure |
| **High** | Major strategic pivot, large investment, partnership |
| **Existential** | Acquisition, shutdown, bet-the-company move |

### The Matrix

                CONSEQUENCES
                Low         High

REVERSIBILITY ┌────────────┬────────────┐ High │ TYPE 2 │ TYPE 2 │ (Easy) │ (Fast) │ (Fast w/ │ │ │ monitoring)│ ├────────────┼────────────┤ Low │ TYPE 2 │ TYPE 1 │ (Hard) │ (Careful) │ (Slow) │ └────────────┴────────────┘

### Quick Classification

**TYPE 2 (Move Fast):**
- Can be undone
- Low/medium consequences
- Learning opportunity
- Failure is recoverable
- Most business decisions

**TYPE 1 (Move Carefully):**
- Can't be undone
- High/existential consequences
- Mistakes are permanent
- One-way door
- ~5-10% of decisions

---

Step 3: Match Process to Type

## Decision Process by Type

### Type 2 Process (70% of Decisions)

**Time:** Hours to days (not weeks)
**Who:** Individual or small group with context
**Information:** Good enough, not perfect
**Approval:** None or single level
**Documentation:** Minimal (decision log)

**The Mantra:**
"Disagree and commit" - If you have 70% of the information you wish you had,
make the decision. Waiting for 90% is usually too slow.

**Process:**
1. Identify it's Type 2 (reversible, recoverable)
2. Gather available information quickly
3. Make the call
4. Communicate the decision
5. Monitor and adjust

**Examples:**
- Feature prioritization
- Hiring most roles
- Process changes
- Pricing experiments
- Marketing campaigns
- Internal tools
- Meeting schedules

---

### Type 1 Process (5-10% of Decisions)

**Time:** Weeks to months
**Who:** Senior leadership, broad input
**Information:** As complete as reasonably possible
**Approval:** Multiple stakeholders
**Documentation:** Thorough (rationale, alternatives, risks)

**The Mantra:**
"Measure twice, cut once" - This is permanent. Get it right.

**Process:**
1. Confirm it's Type 1 (irreversible, consequential)
2. Define decision criteria clearly
3. Gather comprehensive information
4. Consider alternatives thoroughly
5. Consult relevant stakeholders
6. Document the reasoning
7. Make the decision
8. Communicate extensively

**Examples:**
- M&A decisions
- Major strategic pivots
- Leadership hires (C-level)
- Market entry/exit
- Large capital allocation
- Shutting down products
- Legal/regulatory choices

---

Step 4: Common Traps

## Decision-Making Traps

### Trap 1: Treating Type 2 as Type 1

**Symptom:** Analysis paralysis on small decisions
**Example:** 2-week committee review for a landing page change
**Problem:** Slows innovation, frustrates teams, misses opportunities
**Fix:** Ask "What's the worst case if we're wrong? Can we fix it?"

### Trap 2: Treating Type 1 as Type 2

**Symptom:** Moving too fast on irreversible choices
**Example:** Acquiring a company in 2 weeks
**Problem:** Permanent mistakes, existential risk
**Fix:** Ask "If this goes wrong, can we undo it?"

### Trap 3: Requiring Consensus on Type 2

**Symptom:** Everyone needs to agree before action
**Example:** 10-person meeting to decide email copy
**Problem:** Slowest person becomes bottleneck
**Fix:** Empower individuals to make Type 2 calls

### Trap 4: Not Recognizing Type 1 in Disguise

**Symptom:** Missing irreversibility hidden in details
**Example:** "Small" technical choice that creates years of debt
**Problem:** Accumulated Type 1 decisions dressed as Type 2
**Fix:** Consider second-order effects

### Trap 5: Using Decision Type as Excuse

**Symptom:** Calling everything Type 1 to avoid responsibility
**Example:** "We need more research" on every decision
**Problem:** Becomes cover for inaction
**Fix:** Default assumption = Type 2 unless proven otherwise

---

Step 5: Decision Process Template

## Decision Classification Template

### The Decision
[What are you deciding?]

### Classification Checklist

**Reversibility Assessment:**
□ Can this be undone in days/weeks?
□ What's the cost of reversing?
□ Are there path dependencies that make reversal hard?
□ Will this create commitments we can't exit?

**Consequence Assessment:**
□ If wrong, what's the impact on revenue?
□ If wrong, what's the impact on reputation?
□ If wrong, what's the impact on team?
□ If wrong, is the company at risk?

### Classification: ____________

| Factor | Type 1 Indicator | Type 2 Indicator | This Decision |
|--------|------------------|------------------|---------------|
| Reversibility | Can't undo | Can undo | |
| Time to undo | Months/Never | Days/Weeks | |
| Cost to undo | High/Impossible | Low/Moderate | |
| Consequence | Existential | Recoverable | |
| Frequency | Rare | Common | |

### Process to Use

**If Type 2:**
- Who should decide? _______________
- Timeline: _______________ (days, not weeks)
- Information needed: _______________
- Communication: _______________

**If Type 1:**
- Who needs to be involved? _______________
- Timeline: _______________ (weeks/months)
- What information is missing? _______________
- What alternatives exist? _______________
- What's the documentation plan? _______________

---

Examples

Example 1: Product Feature Decision

Input:

"Should we add a dark mode to our app? My team is debating this for two weeks."

Output:

Decision Analysis: Dark Mode Feature

Classification

Factor	Assessment
Reversible?	YES - Can ship, can remove if bad
Cost to undo	LOW - One sprint to remove
Consequence if wrong	LOW - Users toggle it off, minor wasted effort
Consequence if right	MEDIUM - Better user experience, some retention

Verdict: TYPE 2 (Two-Way Door)

Two weeks of debate on a reversible feature decision is organizational dysfunction.

Recommended Process

Time allowed: 2-3 days max Who decides: Product manager + 1 engineer Information needed:

• Quick user survey (100 responses)
• Competitive analysis (2 hours)
• Engineering estimate (30 min)

The decision:

1. Is there signal users want it? (Survey >30% interest = yes)
2. Is the cost reasonable? (<1 week engineering = yes)
3. Does it conflict with anything? (Check roadmap)

If yes to 1 & 2, and no to 3: Ship it. If uncertain: Ship it behind a feature flag. Measure.

What NOT To Do

❌ Two weeks of meetings ❌ Executive approval ❌ Perfect user research ❌ Consensus across org ❌ Waiting for more data

The Bezos Test

"If we ship dark mode and it's wrong, what happens?"

Answer: We remove it in a sprint. A few users briefly confused. No real damage.

Conclusion: Make the call. Move on. Spend your deliberation budget on something that matters.

---

Example 2: Pricing Strategy Change

Input:

"We're considering changing from per-seat pricing to usage-based pricing. How should we approach this?"

Output:

Decision Analysis: Pricing Model Change

Classification

Factor	Assessment
Reversible?	PARTIALLY - Technically yes, but...
Cost to undo	HIGH - Customer confusion, churn, internal systems
Path dependencies	HIGH - New customers on new model can't easily migrate
Consequence if wrong	HIGH - Revenue impact, customer churn, competitive exposure

Deeper Analysis

Why this isn't purely Type 2:

• Existing customers expect current pricing
• Changing back signals instability
• Systems, contracts, sales comp all need updating
• Market perception shifts

Why it's not purely Type 1:

• You CAN grandfather existing customers
• You CAN run both models in parallel
• You CAN test with new customers only first

Verdict: TYPE 1.5 (Needs Careful Handling)

This is a major strategic decision with reversibility caveats.

Recommended Process

Time: 4-6 weeks of analysis Who: CEO, CFO, Head of Product, Head of Sales Information needed:

• Financial modeling of both scenarios
• Customer interviews (willingness to switch)
• Competitive analysis
• Engineering/ops assessment
• Sales compensation impact

Risk Mitigation:

1. Test with new customers only first (Type 2 experiment)
2. Keep existing customers on old pricing (reversibility hedge)
3. Run for 6 months before migrating anyone
4. Build systems for both models

Decision Framework

Approach	Reversibility	Speed	Risk
Full switch	Low	Fast	High
New customers only	High	Medium	Medium
Parallel models	High	Slow	Low

Recommendation: Start with new customers only (Type 2). Migrate existing only after validation (then it becomes Type 1).

---

Example 3: Team/Organization Decision

Input:

"We're debating whether to restructure the engineering team. Some want squads, some want feature teams. We've been discussing for a month."

Output:

Decision Analysis: Team Structure

Classification

Factor	Assessment
Reversible?	YES - Reorgs happen all the time
Cost to undo	MEDIUM - Productivity dip during change
Consequence if wrong	MEDIUM - Slower delivery for a quarter
Path dependencies	LOW - People can move teams

Verdict: TYPE 2 (But Feels Like Type 1)

This FEELS irreversible because it affects people and emotions are high. But practically? Teams restructure regularly. This is recoverable.

The Real Problem

A month of debate isn't analysis—it's conflict avoidance.

What's actually happening:

• People have opinions and aren't yielding
• No one wants to make a call and be "responsible"
• The debate is comfortable; the decision is uncomfortable

Recommended Process

Time: 1 more week, max Who decides: Engineering lead (or whoever is accountable) Process:

1. Write up both options (1 page each)
2. Define success criteria (what metrics improve?)
3. Pick one
4. Commit for 6 months (review then)
5. "Disagree and commit" - those who disagree still execute

The Forcing Function

"We will decide by [Friday]. Whoever feels strongest makes the call and is accountable for making it work. We all commit to supporting it for 6 months before reassessing."

Type 2 Permission

Say this to the team: "This is a two-way door. We can change it later. But we can't debate forever. Let's pick one, run it for 6 months, measure, and adjust. The worst outcome is paralysis."

---

Checklists & Templates

Quick Classification Checklist

## Is This Type 1 or Type 2?

□ Can we undo this in <30 days?
□ If wrong, will we lose <10% of something important?
□ Is this a common decision (we'll make many like it)?
□ Can we experiment/test before committing?
□ Are the consequences contained?

**Mostly YES → Type 2 (Move fast)**
**Mostly NO → Type 1 (Move carefully)**

### Default Rule
"When in doubt, it's Type 2. Most decisions are."

---

Team Decision Matrix Template

## Team Decision-Making Framework

### Type 2 Decisions (Individual/Small Group)
- Feature prioritization
- Bug fixes
- Process improvements
- Hiring (non-leadership)
- Tool selection
- Meeting schedules
- Internal communications

**Process:** Inform, decide, execute
**Timeline:** Hours to days
**Approval:** None needed

### Type 1 Decisions (Leadership/Broader Input)
- Strategic direction
- Major investments (>$X)
- Leadership hiring
- Pricing strategy
- Market entry/exit
- Partnerships
- Shutting down products

**Process:** Analyze, consult, deliberate, decide
**Timeline:** Weeks
**Approval:** [Define levels]

### Escalation Criteria
Escalate Type 2 to Type 1 if:
- Cost exceeds $[X]
- Affects >N customers
- Creates legal/compliance risk
- Changes company strategy
- Irreversible commitment

---

Skill Boundaries

What This Skill Does Well

• Structuring persuasive content
• Applying copywriting frameworks
• Creating draft variations
• Analyzing competitor approaches

What This Skill Cannot Do

• Guarantee conversion rates
• Replace brand voice development
• Know your specific audience
• Make final approval decisions

References

• Bezos, Jeff. "Amazon Shareholder Letters" (2015, 2016) - Type 1/Type 2 framework
• Blank, Steve. "The Four Steps to the Epiphany" - Speed in startups
• Ries, Eric. "The Lean Startup" - Reversible experiments
• Farnam Street. "Mental Models" - Decision frameworks
• Amazon. "Leadership Principles" - Bias for action

Related Skills

• second-order-thinking - Consider consequences
• regret-minimization - Long-term decision view
• first-principles - Challenge assumptions
• pre-mortem - Anticipate failures
• eisenhower-matrix - Prioritization

---

Skill Metadata

• Mode: cyborg

name: reversible-decisions
category: thinking
subcategory: decision-making
version: 1.0
author: MKTG Skills
source_expert: Jeff Bezos
source_work: Amazon Shareholder Letters
difficulty: beginner
estimated_value: $2,000 management consulting session
tags: [decisions, Bezos, Amazon, speed, reversibility, management, delegation]
created: 2026-01-25
updated: 2026-01-25