技能创建器
skill-creator
创建、改进和评估自定义技能,把专业流程转化为可重复使用的 AI 能力。
investment-analysis【数据与研究】Evaluate investments or business cases using NPV, IRR, payback period, sensitivity analysis, and a structured recommendation framework. TRIGGER when: user says /investment-analysis, "evaluate investment", "business case", "NPV analysis", "IRR calculation", "capital allocation", "ROI analysis", "build a business case".
独立 GitHub 快照 · 自动分类 · 以原作者文档为准
Evaluate proposed investments, capital projects, or strategic business cases using rigorous financial analysis. This skill produces a structured evaluation with quantitative metrics, risk assessment, and a clear recommendation.
Capture the full scope of the proposed investment.
| Parameter | Description | Example |
|---|---|---|
| Investment Name | Descriptive title | New AI-Powered Analytics Module |
| Sponsor | Who is proposing the investment | VP of Product |
| Investment Type | CapEx, OpEx, acquisition, R&D, market entry | R&D (OpEx) |
| Total Investment | Upfront and ongoing cost commitment | $1.2M over 18 months |
| Time Horizon | Evaluation period | 5 years |
| Strategic Alignment | Which company objectives this supports | "Expand platform capabilities" |
| Alternatives | Options considered (including "do nothing") | Build vs. Buy vs. Partner |
| Decision Deadline | When a go/no-go decision is needed | End of Q2 2026 |
Build a comprehensive cost model including all direct and indirect expenses.
| Cost Category | Year 0 (Upfront) | Year 1 | Year 2 | Year 3 | Year 4 | Year 5 | Total |
|---|---|---|---|---|---|---|---|
| Personnel (FTE) | |||||||
| Contractors / Consultants | |||||||
| Technology / Infrastructure | |||||||
| Software Licenses | |||||||
| Hardware / Equipment | |||||||
| Training & Change Mgmt | |||||||
| Marketing / GTM | |||||||
| Opportunity Cost | |||||||
| Contingency (10–15%) | |||||||
| Total Costs |
Quantify the financial returns the investment will generate.
| Benefit Type | Description | Quantification Method |
|---|---|---|
| Revenue — Direct | New revenue stream directly from investment | Bottom-up demand model |
| Revenue — Indirect | Revenue uplift from improved capabilities | Attach rate x base revenue |
| Cost Avoidance | Costs that would be incurred without investment | Current spend trajectory avoided |
| Cost Reduction | Actual reduction in existing spend | Current cost - future cost |
| Efficiency Gain | Time saved, converted to dollar value | Hours saved x fully-loaded rate |
| Risk Mitigation | Avoided losses or penalties | Probability x impact |
| Strategic Value | Market positioning, competitive advantage | Qualitative + proxy metrics |
| Benefit | Year 1 | Year 2 | Year 3 | Year 4 | Year 5 | Total | Confidence |
|---|---|---|---|---|---|---|---|
| New product revenue | Medium | ||||||
| Customer retention uplift | High | ||||||
| Operational cost savings | High | ||||||
| Compliance risk avoidance | Low | ||||||
| Total Benefits |
Compute the standard investment evaluation metrics.
NPV = Sum of [ (Benefits_t - Costs_t) / (1 + r)^t ] for t = 0 to T
| Year | Net Cash Flow | Discount Factor (at r%) | Present Value |
|---|---|---|---|
| 0 | 1.000 | ||
| 1 | |||
| 2 | |||
| 3 | |||
| 4 | |||
| 5 | |||
| NPV |
| Month/Quarter | Cumulative Net Cash Flow | Payback Reached? |
|---|---|---|
| Q1 | No | |
| Q2 | No | |
| ... | ||
| QN | Yes |
ROI = (Total Benefits - Total Costs) / Total Costs x 100%
| Metric | Value | Threshold | Pass / Fail |
|---|---|---|---|
| NPV | > $0 | ||
| IRR | > WACC | ||
| Simple Payback | < 3 years | ||
| Discounted Payback | < 4 years | ||
| ROI | > 100% |
Test how the investment outcome changes under different assumptions.
| Variable Changed | -20% | -10% | Base Case | +10% | +20% |
|---|---|---|---|---|---|
| Revenue growth rate | |||||
| Customer adoption rate | |||||
| Implementation cost | |||||
| Discount rate | |||||
| Time to market (delay) |
Values in the table represent the resulting NPV for each sensitivity.
| Low Adoption (20%) | Base Adoption (35%) | High Adoption (50%) | |
|---|---|---|---|
| Low Price ($X) | NPV = ... | NPV = ... | NPV = ... |
| Base Price ($Y) | NPV = ... | NPV = ... | NPV = ... |
| High Price ($Z) | NPV = ... | NPV = ... | NPV = ... |
Evaluate non-financial risks and deliver a clear recommendation.
| Risk | Probability | Impact | Severity | Mitigation Strategy |
|---|---|---|---|---|
| Technology risk (build failure) | Phased delivery; proof of concept first | |||
| Market risk (low demand) | Customer validation before full commitment | |||
| Execution risk (delays) | Agile methodology; milestone checkpoints | |||
| Competitive risk | Speed to market; differentiation focus | |||
| Regulatory risk | Legal review; compliance-by-design | |||
| Key person dependency | Cross-training; documentation |
Probability: Low / Medium / High. Impact: Low / Medium / High. Severity: Low / Medium / High / Critical.
| Criterion | Weight | Score (1–5) | Weighted Score |
|---|---|---|---|
| Financial return (NPV) | 30% | ||
| Strategic alignment | 25% | ||
| Risk profile | 20% | ||
| Feasibility / complexity | 15% | ||
| Time to value | 10% | ||
| Total | 100% |
## Investment Analysis — [Project Name]
### 1. Executive Summary
- Investment amount: $X over Y years
- NPV: $X | IRR: X% | Payback: X years
- Recommendation: [Strong Invest / Invest with Conditions / Defer / Do Not Invest]
- Key rationale (3 bullets)
### 2. Investment Overview
[Problem statement, strategic context, alternatives considered]
### 3. Cost Analysis
[Detailed cost breakdown by year]
### 4. Benefits Analysis
[Quantified benefits with confidence ratings]
### 5. Financial Metrics
[NPV, IRR, payback, ROI summary table]
### 6. Sensitivity Analysis
[Sensitivity tables and break-even points]
### 7. Risk Assessment
[Risk register with mitigations]
### 8. Recommendation
[Weighted scoring; clear go/no-go with conditions]
### 9. Appendix
- Detailed cash flow model
- Assumption log
- Comparable investments / benchmarks
| Scenario | Handling Approach |
|---|---|
| Mutually exclusive projects | Compare NPVs directly; use incremental IRR for differing scales |
| Capital rationing (limited budget) | Rank by profitability index (NPV / Investment); optimize the portfolio |
| Non-financial strategic investment | Use weighted scoring framework; document strategic value qualitatively |
| Very long payback (> 7 years) | Increase scrutiny; require higher NPV margin; consider stage-gating |
| Negative NPV but regulatory mandate | Present as compliance cost; optimize for minimum cost of compliance |
| Highly uncertain benefits | Use Monte Carlo simulation or expected value (probability-weighted outcomes) |