Clawfu-skills reversible-decisions
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
git clone https://github.com/guia-matthieu/clawfu-skills
T=$(mktemp -d) && git clone --depth=1 https://github.com/guia-matthieu/clawfu-skills "$T" && mkdir -p ~/.claude/skills && cp -r "$T/skills/thinking/reversible-decisions" ~/.claude/skills/guia-matthieu-clawfu-skills-reversible-decisions && rm -rf "$T"
skills/thinking/reversible-decisions/SKILL.mdReversible 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
- 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 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:
- 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
❌ 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:
- 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 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:
- 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? □ 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