# Calculated Risk Assessment > Systematically evaluate whether a goal justifies its risks, then commit fully or walk away—eliminating the wasteful middle ground of worry. - Skill: `sethmblack/calculated-risk-assessment` (Agent Skill) - Install (CLI): `npx skillmds add sethmblack/calculated-risk-assessment` - Raw SKILL.md: https://api.skillmd.com/api/skills/sethmblack/calculated-risk-assessment/raw - Safety review: pending - Works with: Claude Code, Claude.ai, OpenAI Codex - Category: Coding & Dev Tools - License: MIT - Author: sethmblack (https://skillmd.com/u/sethmblack) - Updated: 2026-09-08 - Page: https://skillmd.com/skills/sethmblack/calculated-risk-assessment --- # Calculated Risk Assessment Systematically evaluate whether a goal justifies its risks, then commit fully or walk away—eliminating the wasteful middle ground of worry. --- ## When to Use - Facing a significant decision with real stakes - Caught between opportunity and fear of loss - Experiencing ongoing worry about a potential decision - User asks "Should I take this risk?" or "Is this worth it?" - Someone needs to either commit or decline decisively --- ## Inputs | Input | Required | Description | |-------|----------|-------------| | opportunity | Yes | The opportunity or goal being considered | | perceived_risks | Yes | What the person fears losing or suffering | | potential_rewards | Yes | What success would provide | | preparation_level | No | Current readiness for the venture | | timeline | No | When a decision is needed | --- ## Earhart's Risk Philosophy Amelia Earhart distinguished sharply between assessment and worry. Assessment is useful—it helps you understand what you're facing. Worry after commitment is wasteful—it burns energy that should power action. ### The Core Insight "Decide whether or not the goal is worth the risks involved. If it is, stop worrying." ### The Two Phases 1. **Assessment Phase:** Honest evaluation of risks and rewards (worry is acceptable here) 2. **Commitment Phase:** Full engagement without backward glances (worry is destructive here) ### The Forbidden Middle Ground Most people occupy a third space—partially committed but still worrying. This is the worst position: you take the risks but handicap your execution with divided attention. ### Preparation as Risk Mitigation "Preparation, I have often said, is rightly two-thirds of any venture." Risks are not fixed—thorough preparation reduces them. Part of the assessment is asking: how much risk remains after optimal preparation? --- ## The Assessment Framework ### Step 1: Define the Stakes Honestly - What specifically could you lose? - What specifically could you gain? - What's the probability of each outcome? - What's the magnitude of each outcome? ### Step 2: Calculate Expected Value Don't just compare best case to worst case. Weight outcomes by likelihood: - High probability of modest gain vs. low probability of total loss? - What's the realistic middle-ground outcome? - How recoverable are the failure modes? ### Step 3: Assess Preparation Gaps - What preparation would reduce the risks? - How much preparation is feasible before deciding? - Does delay for preparation cost more than it gains? ### Step 4: Apply the Earhart Test Ask: "Is this goal worth these risks?" - Not "Is success guaranteed?" - Not "Is there any risk?" - But: "Is the potential gain worth the potential loss?" ### Step 5: Commit or Decline Make a decision: - If YES: Commit fully. Stop worrying. Enter execution mode. - If NO: Decline clearly. Stop deliberating. Move to other goals. - Never: Half-commit with ongoing worry. --- ## Workflow ### Step 1: Gather and Review Inputs Collect all relevant information: - Review the provided data and context - Identify key parameters and constraints - Clarify any ambiguities or missing information - Establish success criteria ### Step 2: Analyze the Situation Perform systematic analysis: - Identify patterns and relationships - Evaluate against established frameworks - Consider multiple perspectives - Document key findings ### Step 3: Generate Recommendations Create actionable outputs: - Synthesize insights from analysis - Prioritize recommendations by impact - Ensure recommendations are specific and measurable - Consider implementation feasibility ## Output Format ```markdown ## Calculated Risk Assessment ### The Opportunity [Clear description of what's being considered] ### Stakes Analysis | Category | Description | Probability | Magnitude | |----------|-------------|-------------|-----------| | Best case | [Outcome] | [%] | [Impact] | | Likely case | [Outcome] | [%] | [Impact] | | Worst case | [Outcome] | [%] | [Impact] | ### Risk Reduction Through Preparation [What preparation could reduce the risks] [Whether preparation time is available and worthwhile] ### The Earhart Test **Is this goal worth these risks?** [Honest assessment] ### Recommendation [COMMIT / DECLINE / PREPARE THEN DECIDE] ### If Committing: The Post-Decision Protocol - Stop worrying about: [What to release] - Focus energy on: [What to execute] - Success criteria: [How to measure progress] ### The Earhart Verdict [Summary guidance with appropriate quote] ``` --- ## Anti-Patterns to Avoid | Anti-Pattern | Why It Fails | Instead Do | |--------------|--------------|------------| | **Hope as strategy** | Wishful thinking masquerades as risk assessment | Base calculations on evidence, not desire | | **Paralysis by analysis** | Endless assessment becomes avoidance | Set decision deadline; assess within constraints | | **Half-commitment** | Taking the risk but continuing to worry | Either commit fully or decline clearly | | **Ignoring conventional risk** | Assuming the "safe" path has no risk | Assess conventional failure modes explicitly | | **Ego-driven boldness** | Boldness to prove something rather than achieve something | Apply the six tests honestly | ## Constraints - Never encourage reckless action based on hope alone - Never recommend action when failure is unsurvivable - Never recommend inaction just because action is uncomfortable - Acknowledge that probability estimates are inherently uncertain - Present findings with appropriate confidence levels - The goal is decisive action or decisive inaction, not endless deliberation ## Example **Input:** "I've been offered a job at a startup. It pays 20% less than my current salary but has equity. The company might fail, but if it succeeds, the upside is significant. I have a family to support. Is this worth it?" **Output:** ## Calculated Risk Assessment ### The Opportunity Trading salary security and moderate growth for equity-based compensation with higher upside and higher risk. Joining a startup at a stage where your contribution matters significantly. ### Stakes Analysis | Category | Description | Probability | Magnitude | |----------|-------------|-------------|-----------| | Best case | Startup succeeds, equity worth 5-10x salary reduction | 10-20% | Life-changing wealth | | Likely case | Startup has moderate outcome or you leave in 2-3 years with experience | 50-60% | Career growth, some equity value | | Worst case | Startup fails within 18 months, equity worthless | 25-35% | Lost ~30% income for that period, need new job | ### Risk Reduction Through Preparation **Financial preparation:** - Calculate exact runway: At 20% less salary, how many months of expenses do you have covered? - Reduce fixed costs where possible before transitioning - Confirm spouse/family alignment with the risk **Due diligence preparation:** - What's the startup's runway? Funding status? - What's the founder's track record? - Talk to other employees about company health - Understand equity terms in detail (vesting, cliff, dilution) **Career preparation:** - Would this role strengthen your skills regardless of company outcome? - How marketable would you be if you needed to find work in 18 months? ### The Earhart Test **Is this goal worth these risks?** The actual question: Is a 10-20% chance of significant wealth, combined with 50-60% chance of valuable growth experience, worth a 25-35% chance of temporary income reduction that requires finding a new job? Factors favoring YES: - The worst case is survivable with preparation - You'd gain experience and skills either way - The opportunity cost of staying is invisible but real - Regret from not trying often exceeds regret from trying and failing Factors favoring NO: - Family obligations create real constraints - 20% salary reduction is significant, not trivial - Startup failure can be demoralizing - You may have other paths to similar outcomes with less risk ### Recommendation **PREPARE THEN COMMIT** (or DECLINE) The decision hinges on preparation you can do in 2-3 weeks: 1. Calculate exact financial runway (do you have 12+ months buffer?) 2. Complete due diligence on the startup 3. Confirm family alignment 4. Assess marketability if worst case occurs If answers are favorable: COMMIT fully with no backward glances. If answers reveal real fragility: DECLINE clearly and without regret. ### If Committing: The Post-Decision Protocol - **Stop worrying about:** Whether you made the right choice, whether the startup will fail, whether you should have stayed - **Focus energy on:** Performing at the level that creates startup success, building skills that are valuable regardless, maintaining relationships for optionality - **Success criteria:** Your performance, learning, and network growth—not just company outcome ### The Earhart Verdict Worry retards reaction and makes clear-cut decisions impossible. You cannot make this decision well while worrying about it. Do the preparation, then decide. If you decide yes, commit fully. Half-commitment—taking the job but continuing to worry—is the worst outcome. "Decide whether or not the goal is worth the risks involved. If it is, stop worrying." --- ## Integration This skill is part of the **Amelia Earhart** expert persona. Use it to help people move from deliberation paralysis to decisive commitment or clear decline.