ad-spend-optimizer
Analyze paid advertising performance across channels and recommend budget reallocation to maximize ROAS and minimize CAC. Use when: planning quarterly ad…
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
$ npx -y skills add guia-matthieu/clawfu-skills --skill reversible-decisions --agent claude-codeHow it fires
How this skill gets triggered: by you, by Claude, or both.
/reversible-decisionsContext preview
The summary Claude sees to decide when to auto-load this skill.
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
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"
> 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.
| 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. |
| 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 |
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
Help me classify this decision: [Describe the decision] Is this Type 1 (irreversible) or Type 2 (reversible)? What process should I use?
I'm spending too much time on [decision]. Apply the Type 1/Type 2 framework to help me move faster.
Help me design a decision-making framework for my team. Which decisions should require consensus vs. individual judgment?
## 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.
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## 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
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## Decision Process by Type ### Ty
175 expert marketing methodologies for AI agents. Free. Open source. MIT licensed. Dunford on positioning. Schwartz on copywriting. Cialdini on persuasion. Ogilvy on advertising. Hormozi on offers. Voss on negotiation.
Repo: guia-matthieu/clawfu-skills
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