Agent Skillscbrock84/headcount › scenario-planning

scenario-planning

GitHub

用于在高度不确定性下进行战略决策规划。通过识别关键假设、构建情景矩阵并压力测试,制定稳健策略及早期预警指标,避免单一预测风险,适用于重大不可逆承诺前的策略评估。

plugins/corporate-strategy/skills/scenario-planning/SKILL.md cbrock84/headcount

Trigger Scenarios

面临重大不可逆商业决策 市场或监管环境存在高度不确定性 需要评估计划对多种未来情景的鲁棒性

Install

npx skills add cbrock84/headcount --skill scenario-planning -g -y
More Options

Non-standard path

npx skills add https://github.com/cbrock84/headcount/tree/main/plugins/corporate-strategy/skills/scenario-planning -g -y

Use without installing

npx skills use cbrock84/headcount@scenario-planning

指定 Agent (Claude Code)

npx skills add cbrock84/headcount --skill scenario-planning -a claude-code -g -y

安装 repo 全部 skill

npx skills add cbrock84/headcount --all -g -y

预览 repo 内 skill

npx skills add cbrock84/headcount --list

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

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