MR-006
Proactive challenge framework v1.0
Complexity
2 | Standard
time estimate
20-30 minutes
status
Active
entry point
Refine
LOIS BENCHMARK
When to Use
Challenging assumptions and identifying blind spots in any strategic analysis or recommendation.
Tags
The Prompt
NOTE:
Select and copy the prompt in full or click the “copy prompt to clipboard” button. Paste the prompt into a Notepad or Google Doc and edit before submitting.
I need to run a proactive challenge on [ANALYSIS/RECOMMENDATION] for [CLIENT].
—
**CHALLENGE FRAMEWORK**
**1. Assumption audit**
List the key assumptions underlying this analysis:
– Assumption 1: [State assumption]
– What if this is wrong? [Implication]
– How would we know? [Signal to watch]
– Assumption 2: [State assumption]
– What if this is wrong? [Implication]
– How would we know? [Signal to watch]
[Continue for 3-5 key assumptions]
**2. Devil’s advocate**
Arguments AGAINST the recommended approach:
– [Counter-argument 1]
– [Counter-argument 2]
– [Counter-argument 3]
Response to each:
– [How recommendation accounts for or mitigates this]
**3. Missing perspectives**
Who might see this differently?
– Competitor perspective: [How would they view this?]
– Media perspective: [How would journalists receive this?]
– Customer perspective: [How would [CLIENT]’s customers react?]
– Internal perspective: [What might [CLIENT] team members challenge?]
**4. Risk identification**
What could go wrong?
| Risk | Likelihood | Impact | Mitigation |
|——|————|——–|————|
| | [H/M/L] | [H/M/L] | |
| | | | |
**5. Opportunity cost**
What are we NOT doing by pursuing this approach?
– Alternative A: [What we’d gain / what we’d lose]
– Alternative B: [What we’d gain / what we’d lose]
**6. “Have you considered…” prompts**
Based on this challenge:
– Have you considered [overlooked angle]?
– What about [adjacent opportunity]?
– Could [risk] actually be [opportunity]?
—
**OUTPUT**
**Challenge summary:**
[2-3 sentences on the most important challenges raised]
**Recommendation adjustments:**
[Any modifications based on the challenge process]
**Flags for client discussion:**
[Issues worth raising with the client before finalizing]