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Conduct a structured debrief to extract learning from any significant event or experience.
Counter overconfidence by planning for both success and failure. Set tripwires and fallbacks before you need them.
> /plugin marketplace add neurofoo/agent-skillsHow it fires
How this command gets triggered: by you, by Claude, or both.
/prepareContext preview
What this command does when you run it.
Counter overconfidence by planning for both success and failure. Set tripwires and fallbacks before you need them.
Counter overconfidence by planning for both success and failure. Set tripwires and fallbacks before you need them.
Assume you might be wrong. Plan for how you'll detect problems and what you'll do. This isn't pessimism—it's preparedness.
**Decision/Plan**: [What you've decided to do]
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*Imagine this decision failed completely. What happened?*
**It's 6 months later. This was a disaster. Looking back, what went wrong?**
| Failure Mode | Likelihood | Severity | Was It Predictable? | |--------------|------------|----------|---------------------| | [what failed] | High/Med/Low | High/Med/Low | [Yes/No] | | [what failed] | High/Med/Low | High/Med/Low | [Yes/No] | | [what failed] | High/Med/Low | High/Med/Low | [Yes/No] |
**Which failures can we prevent now?**
| Failure | Prevention | |---------|-----------| | [failure] | [how to prevent it] | | [failure] | [how to prevent it] |
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**Best realistic case:** > If everything goes well, what does success look like? [Description]
**Worst realistic case:** > If things go badly, what does failure look like? [Description]
**Are we prepared for the worst case?** [Yes/No/Partially]
**What would make the worst case more survivable?**
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*Decide in advance what would cause you to reconsider*
| Tripwire | Trigger Condition | Action If Triggered | |----------|-------------------|---------------------| | Date | [specific date to review] | [reassess decision] | | Metric | [if X drops below Y] | [specific action] | | Event | [if specific thing happens] | [specific action] | | Resource | [if we spend more than X] | [stop and evaluate] |
**Tripwire reminder set?** [Where/how will you be reminded?]
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**If we're wrong, what's our fallback?**
| If This Happens | Our Response | |-----------------|--------------| | [scenario 1] | [fallback plan] | | [scenario 2] | [fallback plan] |
**Reversibility Assessment**
| Aspect of Decision | Reversible? | Cost to Reverse | |-------------------|-------------|-----------------| | [aspect] | Yes/No/Partially | [cost] |
**Is there a way to make this decision more reversible?** [Possibility]
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**How confident are you this will work?** [___]%
**Base rate: In situations like this, what's the typical success rate?** [___]%
**Is your confidence higher than the base rate? Why?** [Justification or recalibration]
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**We're committing to this decision, while also:**
1. **Watching for**: [early warning signs] 2. **Revisiting on**: [specific date] 3. **Stopping if**: [tripwire condition] 4. **Pivoting to**: [fallback option] if needed
**Decision with safeguards:** > [State the decision along with key safeguards]
$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.