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Conduct a structured debrief to extract learning from any significant event or experience.
Apply the complete WRAP framework to make a better decision by countering the four villains of decision-making.
> /plugin marketplace add neurofoo/agent-skillsHow it fires
How this command gets triggered: by you, by Claude, or both.
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What this command does when you run it.
Apply the complete WRAP framework to make a better decision by countering the four villains of decision-making.
Apply the complete WRAP framework to make a better decision by countering the four villains of decision-making.
Work through all four phases sequentially. Each phase targets a specific cognitive bias that undermines good decisions.
**Decision**: [What are we deciding?] **Context**: [Key constraints and stakes]
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*Counter: Narrow Framing ("Should I do X?" → "What are all my options?")*
**Current Framing** How is the decision currently framed? (Often as "whether or not")
**Expanded Options** | # | Option | Why It's Worth Considering | |---|--------|---------------------------| | 1 | [option] | [rationale] | | 2 | [option] | [rationale] | | 3 | [option] | [rationale] | | 4 | [option] | [rationale] |
**Option-Finding Techniques Used**
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*Counter: Confirmation Bias (seeking evidence that confirms what we want)*
**Key Assumptions** | Assumption | How Would We Know If Wrong? | |------------|----------------------------| | [assumption 1] | [test] | | [assumption 2] | [test] | | [assumption 3] | [test] |
**Consider the Opposite** For each option, what would it take to be convinced it's wrong?
**Base Rates** What usually happens in situations like this? What's the base rate of success?
**Ooch** Is there a small experiment we can run to test this before fully committing?
| Option | Small Test | What We'd Learn | |--------|-----------|-----------------| | [option] | [test] | [insight] |
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*Counter: Short-term Emotion (deciding when angry, excited, or desperate)*
**10/10/10** | Time Horizon | How will you feel about this decision? | |--------------|----------------------------------------| | 10 minutes | [how you feel now] | | 10 months | [how you'll likely feel] | | 10 years | [long-term perspective] |
**What Would I Tell My Best Friend?** If someone you loved faced this decision, what would you tell them?
**Core Priorities** What are your core priorities here? Does this decision align with them?
| Priority | How Each Option Aligns | |----------|----------------------| | [priority 1] | [alignment] | | [priority 2] | [alignment] |
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*Counter: Overconfidence ("I'm sure this will work")*
**Premortem** Imagine this decision failed completely. What went wrong?
| Failure Mode | How to Prevent/Detect | |--------------|----------------------| | [what could fail] | [safeguard] | | [what could fail] | [safeguard] |
**Tripwires** Set a future point to reconsider:
| Tripwire | Action If Triggered | |----------|-------------------| | [date or condition] | [what we'll do] | | [metric threshold] | [what we'll do] |
**Bookend the Future** | Scenario | What Would You Do? | |----------|-------------------| | Best case | [response] | | Worst case | [response] |
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**Recommendation** Based on the WRAP analysis: > [Your decision and reasoning]
**Key Safeguards**
**Review Date**: [When to reassess]
$ARGUMENTS
A collection of thinking frameworks and decision-making tools as skills for AI coding assistants.
Conduct a structured debrief to extract learning from any significant event or experience.
Conduct a structured debrief to extract learning from any significant event or experience.
Quickly determine which Cynefin domain a problem belongs to and what that means for how to approach it.
Analyze a situation through the Cynefin framework to understand what type of problem it is and choose the appropriate response.
Categorize tasks by urgency and importance to clarify what to do, schedule, delegate, or eliminate.
Categorize tasks by urgency and importance to clarify what to do, schedule, delegate, or eliminate.