Conduct scenario planning to prepare for multiple plausible futures using driving forces, uncertainty axes, and the 2x2 scenario matrix.
SkillScore39Maintained
Automatic
◆Product Management pack
Last verified 8/28/2026
What it changes
Passed 9 of 23 test cases with the skill, and 5 of 23 without it.
Without skill22%
With skill39%
Checks it passed that the model alone missed
Includes a Selected? column in the driving forces table.
Rates force impact and uncertainty using H/M/L qualitative levels.
Uses ✓/△/✗ symbols to represent strategy feasibility across scenarios.
and 9 more in the full report
7 fixed2 passed either way11 still failing3 broke
Pass-rate lift
+17 pp
Tokens
+16%
Agent turns
0%
Response time
-2%
Model gemini-3.6-flashMeasured 8/28/2026v19 of 23 cases passed with skill
Tokens, turns and time describe resource use, not a dollar price.
See it in action
One of 7 test cases the skill fixed. Same model, same prompt, with and without the skill.
1 of 7
Prompt
We are planning our health-tech startup's 5-year expansion amidst evolving AI regulatory frameworks and shifting healthcare reimbursement models. Please generate a scenario planning document that includes a driving forces assessment table, a 2x2 scenario matrix featuring distinct future narrative quadrants, a strategy robustness evaluation table testing our proposed growth moves across scenarios, a summary of universally resilient strategies, and early warning indicators tied to contingency triggers.
What was checked, without and with the skill
Checked
Without skill
With skill
Evaluates driving force impact and uncertainty using H/M/L ratings rather than numerical scales.
Missed
Passed
Uses ✓/△/✗ symbols to represent strategy feasibility across scenarios.
Missed
Passed
Includes a Selected? column in the driving forces table.
Missed
Passed
case-02 · gemini-3.6-flash · 8/28/2026 · answers are capped and redacted
What's inside
The instructions your model reads when the skill loads.
SKILL.md81 lines2 files
Scenario Planning
Framework
IRON LAW: Scenarios Are Not Predictions
Scenarios are PLAUSIBLE futures, not forecasts. The goal is NOT to predict
which future will happen, but to prepare strategies that work across
MULTIPLE possible futures. A strategy that only works in one scenario
is fragile.
The 2×2 Scenario Matrix Method
Identify driving forces: What macro-forces will most shape the future? (technology, regulation, economy, demographics, competition)
Select two critical uncertainties: The two most impactful forces with the most uncertain outcomes
Build the 2×2 matrix: Each axis is one uncertainty with two endpoints (e.g., "regulation: strict vs lax")
Name and describe four scenarios: Each quadrant is a distinct plausible future
Test strategies against all four: Which strategies work in most/all scenarios? Which only work in one?
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