scenario-planning
GitHub在高度不确定性下进行情景规划,识别关键假设,构建内部一致的情景并压力测试计划,设定早期预警指标以制定稳健策略。
Trigger Scenarios
Install
npx skills add cbrock84/headcount --skill scenario-planning -g -y
SKILL.md
Frontmatter
{
"name": "scenario-planning",
"description": "Plans under genuine uncertainty — building scenarios, identifying which assumptions are load-bearing, setting early-warning indicators, and stress-testing a plan against futures rather than forecasting one. Use this when a decision depends on something unknowable, when a plan assumes conditions that may not hold, before a large irreversible commitment, or when a market, regulatory, or technology shift could invalidate the strategy."
}
Scenario planning
Forecasting produces one number and false confidence. Scenario planning produces a plan that survives being wrong, which is the realistic goal.
Separate what you know from what you are assuming
List the plan's assumptions explicitly, then sort them:
- Predetermined — things that will happen regardless. Demographics, contracted commitments, technology already deployed. Plan around them; do not spend analysis on them.
- Genuinely uncertain and load-bearing — the plan changes materially depending on how they resolve.
Almost every plan has two or three load-bearing uncertainties. Finding them is most of the value, and the exercise usually surfaces one nobody had articulated.
Build scenarios from the uncertainties, not from moods
The common failure is three scenarios named optimistic, base, and pessimistic — which is one scenario with the numbers scaled, and it teaches nothing.
Take the two most consequential uncertainties and build the quadrants. Each scenario should be internally coherent: if demand is high and supply is constrained, what else follows — pricing, competitor behavior, regulatory attention?
Give each a name that captures its logic. Names make scenarios usable in conversation, which is where they earn their keep.
Three or four scenarios. More cannot be held in mind; two collapses into best and worst.
Stress-test the plan against each
For every scenario: does the plan still work, what breaks first, and what would we wish we had done sooner?
The output is not a prediction. It is three things:
- Robust moves — sensible in every scenario. Do these now, with confidence.
- Contingent moves — right in some scenarios only. Prepare, do not commit.
- Options — small investments that buy the right to act later. Deliberately underrated, because they look like indecision and are actually the cheapest way to handle uncertainty.
Early-warning indicators
For each scenario, name the observable signal that would show it is arriving — and specify it precisely enough to be checked. "Regulatory pressure increases" is not observable. "A second jurisdiction opens a consultation" is.
Assign each indicator an owner and a review cadence. Scenario work that produces no monitoring is a workshop, not a plan.
Revisit on the trigger, not the calendar
Most scenario planning is done once and filed. Its value comes from being revisited when an indicator fires — that is the moment the earlier thinking pays, because the options were identified before anyone was under pressure.
Never
- Assign probabilities to scenarios and then plan only for the likeliest. That is forecasting with extra steps.
- Build a scenario nobody in the room believes possible. It will be ignored, and the exercise loses credibility.
- Let the exercise end without naming what to do on Monday in every scenario.
Version History
- d58a7ee Current 2026-09-02 21:04


