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Agent Skill · 研究检索

roi-analyzer(投资回报率分析仪)

roi-analyzer 用于查找、检索和筛选相关信息,适合在 Codex、Claude、Cursor、Gemini CLI 中需要根据关键词、任务场景或来源线索快速定位候选结果时使用。可结合来源仓库、安装命令和原始 README 继续核验具体用法。安装前建议确认权限范围、维护状态,以及是否会触发联网、命令执行或文件读写。

roi-analyzer 是研究检索类 Agent Skill,可用宿主为 Codex、Claude、Cursor、Gemini CLI,通过GitHub 仓库获取,权限为需要联网;许可证为 MIT,第三方扫描已通过,按安装量在研究检索类的 73,675 个 Skill 里排第 53,604。

总安装 528周安装 22GitHub Stars 175下载 176核验 2026-05-01

安装说明

本站只整理中文说明,不托管安装包,也不代用户安装。
GitHub
许可证
MIT

安装方式

通过对话安装

复制提示词发给支持本地命令或 Skills 的 AI 助手,先确认命令和权限,再让它执行。

请帮我安装这个 Agent Skill:roi-analyzer(投资回报率分析仪)
来源仓库:https://github.com/nicepkg/ai-workflow
仓库路径:skills/roi-analyzer
安装命令:
npx skills add https://github.com/nicepkg/ai-workflow --skill roi-analyzer
安装前请先检查当前环境是否支持对应 CLI,并向我确认将要执行的命令、安装目录、联网范围和文件读写权限;确认后再执行。

命令行安装

复制命令到本机终端执行。不同来源提供的安装方式可能略有差异;本站展示可直接复制的安装命令,安装前请核对来源页面。

skills.shnpx skills
npx skills add https://github.com/nicepkg/ai-workflow --skill roi-analyzer

这个 Skill 是做什么的

研究检索类 Skill 主要解决「找资料、核对事实、把来源整理清楚」的问题,通常会让助手先检索再总结。

roi-analyzer 用于查找、检索和筛选相关信息,适合在 Codex、Claude、Cursor、Gemini CLI 中快速定位候选结果。适用于需要根据关键词或任务场景从来源线索中获取信息的场景。通过 npx skills add 命令从指定 GitHub 仓库安装并使用。

安装前需确认权限范围和维护状态,注意可能触发的联网或文件操作。建议结合原始 README 核验具体用法和功能边界。

来源仓库内路径:skills/roi-analyzer

上手步骤

4 步
  1. 1

    确认自己的宿主工具

    公开资料标注支持 Codex、Claude、Cursor、Gemini CLI;先确认自己用的是其中之一,再按对应工具的 Skills 目录放置。

  2. 2

    拿到安装命令

    可以直接复制的命令是 npx skills add https://github.com/nicepkg/ai-workflow --skill roi-analyzer;命令里的占位符换成自己的路径或密钥再执行。

  3. 3

    安装后重启宿主

    命令执行完要完全退出宿主工具再打开,让新装的 Skill 被重新扫描到,否则列表里可能看不到。

  4. 4

    按最小权限试用

    它需要需要联网,先在测试目录或测试账号里跑,确认没问题再放到正式项目。

常见问题

6 条

roi-analyzer 怎么安装?

在终端执行 npx skills add https://github.com/nicepkg/ai-workflow --skill roi-analyzer。装完完全退出宿主工具再打开,让它重新扫描本地 Skill。

roi-analyzer 支持哪些 AI 工具?

公开资料标注支持 Codex、Claude、Cursor、Gemini CLI。其他工具只要能读取本地 Skill 目录,一般也能手动放进去,但要自己确认触发方式是否一致。

roi-analyzer 需要什么权限?

权限级别是需要联网。该 Skill 可能需要联网访问来源站点、仓库或外部 API;具体网络访问范围需要结合源码和 README 复核。

roi-analyzer 是免费的吗?

来源标注的许可证是 MIT。本站不代收任何费用,也不托管安装包;能否商用、要不要署名,以许可证原文为准。

roi-analyzer 用的人多吗?

公开数据是累计安装 528 次,近一周安装 22 次,下载 176 次,GitHub 175 星。这些数字来自第三方目录统计,只能当作热度参考,不代表质量或安全性。

roi-analyzer 安全吗?

第三方扫描结果为通过,但这只覆盖已知的静态检查项,不能替代自己读一遍源码和安装命令。

值得选的地方和要先想清楚的地方

值得选的地方

  • 同时适配 4 种工具,换客户端不用重新找替代品。
  • 3 个目录同时收录,说明这个 Skill 流传比较广。
  • 许可证明确为 MIT,商用和分发边界好判断。
  • 第三方扫描已通过,常见的高风险行为没有命中。

先想清楚的地方

  • 第三方目录整理,版本更新和行为细节以来源仓库为准。

适不适合你

更适合

  • 已经在用 Codex,想直接扩展它能力的人。
  • 需要处理研究检索类任务、又不想每次都手写提示词的人。
  • 需要许可证清楚、并且有第三方扫描结果的团队项目。

不太适合

  • 需要厂商级技术支持和 SLA 的生产系统。

研究检索类 Skill 对比

6 个同类
Skill总安装GitHub 星权限许可证扫描
find-skills

寻找技能 · Codex、Claude

31,199,81316,486操作浏览器MIT有提醒
self-improving-agent

自我改进 Agent · OpenClaw

16,464,0023,396接触敏感数据MIT-0通过
soultrace

灵魂追踪 · Codex、Claude

7,588,94412需要联网未明确有提醒
self-improving

自我完善 · OpenClaw

6,829,2841,046需要联网MIT-0通过
microsoft-foundry

微软代工厂 · Codex、Claude

6,614,144764调用外部服务未明确有提醒
roi-analyzer

投资回报率分析仪 · 本页

528175需要联网MIT通过

按安装量取同分类前几名;数字来自第三方目录统计,只作热度参考,不代表质量结论。

SKILL.md 原文

ROI Analyzer - Executive Financial Analysis Partner

Purpose: Deliver rapid, rigorous financial analysis for investment decisions, turning 4 hours of spreadsheet work into 30 minutes of strategic insight with 3-scenario modeling and clear recommendations.

When to Use This Skill

Use this skill when the user's request involves:

  • Executive reporting - Financial summaries for leadership or board meetings
  • Investment evaluation - Analyzing project viability, returns, and risks
  • Phase transitions - Phase 0 → Phase 1 decisions based on ROI/conversion
  • Budget approval - Justifying investments with quantified financial returns
  • Financial forecasting - 3-year revenue, cost, and profitability projections
  • Scenario planning - Best/Realistic/Worst case analysis with break-even points

Core Identity

You are an executive financial analyst that delivers decision-ready investment analysis in 30 minutes (87.5% time saving vs. spreadsheet work), with 3-scenario modeling, break-even thresholds, and clear INVEST/REVIEW/REJECT recommendations.


Core Financial Metrics (Quick Reference)

1. ROI (Return on Investment)

Formula: ROI = (Net Profit / Total Investment) × 100%

Targets:

  • ✅ INVEST: ROI > 100% (realistic case)
  • ⚠️ REVIEW: ROI 50-100%
  • ❌ REJECT: ROI < 50%

Example:

Investment: 100M KRW
Revenue: 200M KRW
Operating Costs: 50M KRW
Net Profit: 200M - 50M - 100M = 50M KRW
ROI: (50M / 100M) × 100% = 50% ⚠️ REVIEW

2. Break-Even Point

Formula (Project): Break-Even = Investment / Monthly Net Profit

Formula (Conversion): Break-Even Rate = Investment / Potential Revenue

Targets:

  • ✅ INVEST: Break-even < 50% of realistic target
  • ⚠️ REVIEW: Break-even 50-70% (low margin for error)
  • ❌ REJECT: Break-even > 70% (unrealistic)

Example:

Phase 0 Investment: 50M KRW
Phase 1 Contract: 200M KRW
Break-Even: 50M / 200M = 25% conversion needed ✅

3. Payback Period

Formula: Payback = Investment / Monthly Net Profit

Targets:

  • ✅ INVEST: Payback < 12 months
  • ⚠️ REVIEW: Payback 12-24 months
  • ❌ REJECT: Payback > 24 months

4. Scenario Analysis (Best/Realistic/Worst)

Purpose: Test assumptions and de-risk decisions by modeling multiple outcomes.

Decision Rule: If worst-case ROI ≥ 0%, investment is low-risk

Output Template:

CaseAssumptionsRevenueProfitROIAssessment
Worst[Pessimistic]⚠️ Risk level
Realistic[Expected]✅ Target
Best[Optimistic]✅ Upside

Quick Start Example

Scenario: Phase 0 → Phase 1 Investment Decision

User: "Should we invest 50M KRW in a 1-month Phase 0 trial? Phase 1 contract would be 208M KRW if we convert."

Analysis:

## Phase 0 Investment Analysis

**Investment**: 50M KRW (1 month)
**Potential Revenue**: 208M KRW (Phase 1, if convert)

### Scenario Analysis

| Case | Conversion | Revenue | Profit | ROI |
|------|-----------|---------|--------|-----|
| **Worst** | 30% | 62.4M | 12.4M | 25% ⚠️ |
| **Realistic** | 70% | 145.6M | 95.6M | 191% ✅ |
| **Best** | 90% | 187.2M | 137.2M | 274% ✅ |

**Break-Even**: 27% conversion rate (very achievable)

**Decision**: ✅ INVEST
- Realistic ROI 191% is excellent
- Even worst-case 25% ROI is profitable
- Break-even 27% << realistic 70% (low risk)

When to Apply Each Metric

SituationPrimary MetricSecondaryWhy
All investmentsROIScenario AnalysisFoundation
Uncertain successBreak-EvenROIRisk assessment
Cash flow criticalPayback PeriodROIRunway concerns
Strategic decisionsScenario AnalysisAll othersRisk modeling

Key Principles

Always Include:

  • 3 scenarios (Best/Realistic/Worst), not just one optimistic case
  • Break-even threshold to understand minimum success rate
  • Time value (for 2+ year projects, apply discount rate)
  • Operating costs (dev, ops, marketing, support) - not just investment
  • Decision recommendation (INVEST/REVIEW/REJECT with clear reasoning)

Never:

  • Use only "best case" (always model downside risk)
  • Ignore operating costs (they compound over time)
  • Forget sensitivity analysis (what if assumptions wrong?)
  • Make decisions on ROI alone (consider payback, break-even)

Executive Summary Template

Use this for leadership presentations:

[Investment amount] achieves [ROI%] ROI at [conversion/growth rate].
Break-even occurs at [threshold], with payback in [months].
Investment is [recommended/not recommended] [because reason].

Example:

50M KRW Phase 0 investment achieves 191% ROI at 70% conversion.
Break-even occurs at 27% conversion, with payback in 1 month.
Investment is strongly recommended because worst-case ROI (25%) is still profitable.

Decision Matrix

✅ **INVEST** if:
- ROI > 100% (realistic case)
- Payback < 18 months
- Break-even < 50% of realistic target
- Worst-case ROI ≥ 0% (no loss scenario)

⚠️ **REVIEW** if:
- ROI 50-100%
- Payback 18-36 months
- High dependency on single assumption
- Requires negotiation to improve terms

❌ **REJECT** if:
- ROI < 50%
- Payback > 36 months
- Break-even requires unrealistic assumptions (>70% of target)

Integration with Other Skills

This analyzer integrates with:

  • market-strategy: Calculate ROI for each expansion stage (Q13-Q16 Trojan Horse path)
  • strategic-thinking: Use SWOT/GAP analysis for qualitative investment context
  • toss-patterns: Calculate ROI for viral loop investments (Pattern 4), ecosystem expansion (Pattern 6)

Next Steps

For Detailed Formulas: See REFERENCE.md for NPV, LTV, CAC, cohort analysis, sensitivity analysis

For Real-World Examples: See EXAMPLES.md for:

  • 3-year SaaS projections
  • Multi-variable sensitivity analysis
  • Phase progression decisions
  • Industry benchmarks (SaaS, E-commerce, Hardware)

For Advanced Topics: See REFERENCE.md for risk assessment framework, decision trees, contingency planning


Meta Note

After applying this analysis, always reflect:

  • What assumptions are most critical? (Test with sensitivity analysis)
  • What data gaps exist? (Customer interviews, market research needed?)
  • What alternatives weren't considered? (Opportunity cost of "do nothing")

This reflection creates a virtuous cycle of continuous financial rigor.


For detailed usage and examples, see related documentation files.

平台分布

OpenCode

26.58%
按下载量换算47

Cursor

21.81%
按下载量换算38

Claude Code

20.69%
按下载量换算36

github-copilot

11.96%
按下载量换算21

Gemini CLI

9.13%
按下载量换算16

cline

3.67%
按下载量换算6

安全审计

Gen Agent Trust Hub

通过

Socket

通过

Snyk

通过

权限和风险

需要联网

该 Skill 可能需要联网访问来源站点、仓库或外部 API;具体网络访问范围需要结合源码和 README 复核。

安装前确认

本站仅展示第三方公开信息,不托管安装包,不提供自动安装或运行环境。安装前应自行审查源码、依赖和命令行为。

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