reversible-decisions
npx skills add https://github.com/guia-matthieu/clawfu-skills --skill reversible-decisions
Agent 安装分布
Skill 文档
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 1âslow, 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
- Classifies decisions – Is this Type 1 or Type 2?
- Calibrates process to stakes – Right speed for right decision
- Enables delegation – Type 2 can be pushed down
- Prevents over-analysis – Stop treating reversible decisions as irreversible
- Improves organizational speed – Teams move faster on the right things
- 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 irreversibleâ
one-way doorsâand these decisions must be made methodically, carefully,
slowly, with great deliberation and consultation."
**Type 2: Two-Way Doors**
"But most decisions aren't like thatâthey are changeable, reversibleâ
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 ââââââââââââââ¬âââââââââââââ High â TYPE 2 â TYPE 2 â (Easy) â (Fast) â (Fast w/ â â â monitoring)â ââââââââââââââ¼ââââââââââââ⤠Low â TYPE 2 â TYPE 1 â (Hard) â (Careful) â (Slow) â ââââââââââââââ´âââââââââââââ
### 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:**
â¡ Can this be undone in days/weeks?
â¡ What's the cost of reversing?
â¡ Are there path dependencies that make reversal hard?
â¡ Will this create commitments we can't exit?
**Consequence Assessment:**
â¡ If wrong, what's the impact on revenue?
â¡ If wrong, what's the impact on reputation?
â¡ If wrong, what's the impact on team?
â¡ 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:
- Is there signal users want it? (Survey >30% interest = yes)
- Is the cost reasonable? (<1 week engineering = yes)
- 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
â Two weeks of meetings â Executive approval â Perfect user research â Consensus across org â 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:
- Test with new customers only first (Type 2 experiment)
- Keep existing customers on old pricing (reversibility hedge)
- Run for 6 months before migrating anyone
- 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 analysisâit’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:
- Write up both options (1 page each)
- Define success criteria (what metrics improve?)
- Pick one
- Commit for 6 months (review then)
- “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?
â¡ Can we undo this in <30 days?
â¡ If wrong, will we lose <10% of something important?
â¡ Is this a common decision (we'll make many like it)?
â¡ Can we experiment/test before committing?
â¡ Are the consequences contained?
**Mostly YES â Type 2 (Move fast)**
**Mostly NO â 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