Getting it into your agent
One page per mod, every tool's command on it. A separate URL per tool would split the same page into five that compete with each other.
npx skills add gokulb20/crewm8-cfo-skills --skill scenario-planninggit clone --depth 1 https://github.com/gokulb20/crewm8-cfo-skillsWrote this? Show the measurements
A badge with what this costs and how it scanned, read live from this page, so it follows the numbers instead of freezing them. Markdown for a README, HTML for a documentation site or a project page.
[](https://agentmods.dev/skills/gokulb20/crewm8-cfo-skills/scenario-planning)<a href="https://agentmods.dev/skills/gokulb20/crewm8-cfo-skills/scenario-planning"><img src="https://agentmods.dev/badge/skills/gokulb20/crewm8-cfo-skills/scenario-planning/github.svg" alt="Measured on agentmods" height="20"></a>Or the 80×15 button, for a site that already has a row of RSS and ATOM ones. Only the verdict fits; the numbers stay here.
<a href="https://agentmods.dev/skills/gokulb20/crewm8-cfo-skills/scenario-planning"><img src="https://agentmods.dev/badge/skills/gokulb20/crewm8-cfo-skills/scenario-planning.svg" alt="Reviewed on agentmods" width="80" height="20"></a>What it costs to keep this loaded
Counted locally with the o200k_base tokenizer, which is exact for GPT models; Claude uses its own tokenizer and its counts differ. Treat this as one consistent yardstick across the catalogue rather than a bill. Prices are per million input tokens.
| Model | Per session | Once invoked |
|---|---|---|
| Fable 5.1 | $0.00075 | $0.02812 |
| Opus 5 | $0.00037 | $0.01406 |
| Sonnet 5 | $0.00015 | $0.00562 |
| Haiku 4.5 | $0.00007 | $0.00281 |
Grade A, and why
scenario-planning scanned grade A with 0 findings against 26 rules in 11 categories — prompt injection, anti-refusal, data exfiltration, privilege escalation, supply chain, agent snooping, system-prompt leakage, SSRF and excessive agency — measured 12d ago.
A static scan of the body, not an audit. Every finding is printed with the line that produced it so you can judge whether it matters here. A mod is markdown that instructs an agent; that is exactly why what it instructs is worth reading.
Nothing flagged
None of the 26 patterns this scan looks for appear in this file: no shell pipes, no recursive deletes, no credential paths, no hidden text, no instruction-override or anti-refusal phrasing, no agent-config snooping. That is not a guarantee, it is the absence of the things that are checkable.
How it starts
The opening of the file, as written. The whole thing — 203 lines — stays where its author put it; the contents beside it link to each section on GitHub.
Scenario Planning
Build and compare multiple financial scenarios — best case, base case, and worst case. Run sensitivity analyses on key drivers, define trigger events that signal a scenario shift, and prepare contingency plans. Goal: the company is never surprised by the future because you've already modeled the possibilities.
Purpose
Startups operate in extreme uncertainty — one key customer loss, a fundraising freeze, or an unexpected growth spike can change the trajectory overnight. This skill prepares the company for multiple futures by modeling scenarios, identifying what would trigger a shift, and pre-building contingency plans so decisions are made calmly in advance rather than frantically in a crisis.
When to Use
- "Run scenario planning for next year"
- "Model best case / worst case / base case"
- "What if revenue drops 20%?"
- "Sensitivity analysis on growth rate"
- "When should we switch to our contingency plan?"
- "How much runway does each scenario give us?"
Inputs Required
- Base case model — the "most likely" forecast from
revenue-forecastingandbudget-creation-management. - Key drivers — revenue growth rate, churn rate, hiring velocity, gross margin, sales efficiency.
- External factors — market conditions, competitive dynamics, regulatory changes.
- Cost structure — fixed vs variable cost split, to understand what flexes and what doesn't.
Quick Reference
| Scenario | Probability | Revenue vs Plan | Costs vs Plan | Focus |
|---|---|---|---|---|
| Upside | 20% | +20-30% | +10-15% | Can we capture demand? |
| Base | 55% | Plan | Plan | Business as expected |
| Downside | 25% | −20-50% | −5-20% (flex only) | Can we survive? |
| Contingency Level | Reduction | Actions |
|---|---|---|
| Level 1: Trim | 5-10% | Pause hiring, cut events, renegotiate SaaS |
| Level 2: Reduce | 10-20% | Hiring freeze, marketing cuts, contractor reduction |
| Level 3: Survive | 20-30% | Layoffs, program cancellations, salary cuts |
What this file has done since we first saw it
Hashed on every crawl. A supply-chain change to an agent config is a question of when, not whether, so the history is kept rather than the latest state alone.
- 12d ago First seen · 203 lines · 75 tokens per session scan A 55de0b54ca7c
scenario-planning is a skill published in the GitHub repository gokulb20/crewm8-cfo-skills (2 stars, last pushed 4mo ago), licensed MIT. It adds 75 tokens to every session and 2,812 once invoked, about $0.0004 per session on Opus 5. A static security scan graded it A with 0 findings. No closer match exists in the catalogue, so it is treated as the original; first seen 2026-08-31.
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