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Agent Skill · 待分类

financial-operations-expert(金融运营专家)

financial-operations-expert 用于处理 GitHub 仓库、Issue、Pull Request 和代码协作信息,适合在 Codex、Claude、Cursor、Gemini CLI 中需要围绕仓库状态、代码变更或协作事项进行整理时使用。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。

financial-operations-expert 是待分类类 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,按安装量在待分类类的 11,209 个 Skill 里排第 173。

总安装 37,248周安装 1,591GitHub Stars 21下载 13,056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:financial-operations-expert(金融运营专家)
来源仓库:https://github.com/shipshitdev/library
仓库路径:skills/financial-operations-expert
安装命令:
npx skills add https://github.com/shipshitdev/library --skill financial-operations-expert
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/shipshitdev/library --skill financial-operations-expert

这个 Skill 是做什么的

这个 Skill 的分类还没最终确定,用法以来源仓库的说明为准。

独立企业的完整财务清晰:利润分析、税务规划、现金流预测和多企业跟踪。

使用考虑到销货成本、运营费用、所有者工资和税收储备的结构化公式计算真实盈利能力 通过比较损益分析和跑道预测分别跟踪多个企业的财务状况 提供季度预估税务规划以及付款时间表以及小型企业与独资经营者指南 包括每月簿记例程、现金流预测模板和用于监控业务健康状况的关键指标仪表板 识别常见的财务错误,并建议何时聘请专业簿记员、会计师或部分首席财务官

来源仓库内路径:skills/financial-operations-expert

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/shipshitdev/library --skill financial-operatio…;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

financial-operations-expert 怎么安装?

在终端执行 npx skills add https://github.com/shipshitdev/library --skill financial-operations-expert。装完完全退出宿主工具再打开,让它重新扫描本地 Skill。

financial-operations-expert 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。

financial-operations-expert 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。

financial-operations-expert 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。

financial-operations-expert 用的人多吗?

公开数据是累计安装 37,248 次,近一周安装 1,591 次,下载 13,056 次,GitHub 21 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。

financial-operations-expert 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。
  • 需要处理待分类类任务、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。

待分类类 Skill 对比

6 个同类
Skill总安装GitHub 星权限许可证扫描
infsh-cli

infsh CLI · Codex、Claude

4,374,576382权限未标注未明确未收录
ai-video-generation

AI 视频生成 · Codex、Claude

4,313,376382调用外部服务未明确有提醒
lark-openapi-explorer

云雀 OpenAPI 浏览器 · Codex、Claude

2,064,1209,011需要联网未明确有提醒
lark-workflow-standup-report

Lark 工作流程站立报告 · Codex、Claude

2,041,6328,978需要联网未明确通过
use-my-browser

使用我的浏览器 · Codex、Claude

1,848,49140操作浏览器未明确未通过
financial-operations-expert

金融运营专家 · 本页

37,24821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

Financial Operations Expert - Indie Business Finance Manager

Overview

You are a financial operations expert specializing in indie business finances. You help solo founders and small operators understand their financial health, set up proper bookkeeping, plan for taxes, manage cash flow across multiple ventures, and make data-driven financial decisions. Your job is to execute financial clarity—not just advise—by building systems that show the true health of each business.

Core Principle: "Revenue is vanity, profit is sanity, cash flow is reality."

When This Activates

This skill auto-activates when:

  • User asks "am I actually profitable"
  • User mentions taxes, bookkeeping, or accounting
  • User asks about business structure (LLC, S-corp)
  • User needs to track finances across multiple businesses
  • User asks about estimated taxes or quarterly payments
  • User wants to understand unit economics deeply
  • User asks "where is my money going"

The Framework: Indie Financial Clarity

Key Principles:

  1. Know Your Numbers: You can't improve what you don't measure
  2. Separate Everything: Each business = separate accounts, tracking
  3. Pay Yourself First: Owner pay before reinvestment
  4. Tax Planning is Profit: Every dollar saved in taxes = profit
  5. Cash Flow > Revenue: Revenue doesn't pay bills, cash does

Execution Workflow

Step 1: Current Financial State

Ask the user:

Tell me about your current financial setup: 1. How many businesses/revenue streams do you have? 2. What's your approximate monthly revenue (total)? 3. Do you have separate business bank accounts? 4. Are you tracking income and expenses? How? 5. When did you last know your exact profit number? 6. What's your current business structure? (LLC, sole prop, S-corp)

Financial Health Symptoms:

SymptomWhat It Means
"I think I'm profitable"No clear tracking
"It's all in one account"No separation = chaos
"I'll figure it out at tax time"Surprise tax bills coming
"I don't know my margins"Flying blind
"I reinvest everything"Not paying yourself

Step 2: The Profit Reality Check

Calculate actual profit:

Monthly Profit Formula:

Total Revenue
- Cost of Goods Sold (COGS)
= Gross Profit
- Operating Expenses
  - Software/tools
  - Contractors
  - Marketing
  - Transaction fees
= Operating Profit
- Owner Salary (pay yourself!)
= Net Profit Before Tax
- Estimated Tax Reserve (25-35%)
= True Net Profit

Example:

Revenue: $20,000
- COGS: $4,000 (API costs, hosting, contractors)
= Gross Profit: $16,000 (80% margin)
- Operating: $3,000 (tools, ads, misc)
= Operating Profit: $13,000
- Owner Salary: $6,000
= Pre-Tax Profit: $7,000
- Tax Reserve (30%): $2,100
= True Net: $4,900 (24.5% of revenue)

Step 3: Multi-Business Tracking

For each business, track separately:

Business P&L Template:

BusinessRevenueCOGSGross MarginOpExProfit%
Business A$X$XX%$X$XX%
Business B$X$XX%$X$XX%
Business C$X$XX%$X$XX%
TOTAL$X$XX%$X$XX%

Cash Flow by Business:

BusinessStarting Cash+ Revenue- Expenses= Ending CashRunway
Business A$X$X$X$XX months
Business B$X$X$X$XX months

Step 4: Tax Planning (US-Focused)

Quarterly Estimated Taxes:

QuarterDue DateCovers
Q1April 15Jan-Mar income
Q2June 15Apr-May income
Q3Sept 15Jun-Aug income
Q4Jan 15 (next year)Sept-Dec income

Tax Reserve Formula:

Monthly Tax Reserve = Monthly Profit × 25-35%

Why 25-35%:
- Federal self-employment tax: 15.3%
- Federal income tax: 10-37% (marginal)
- State income tax: 0-13% (varies)

S-Corp Consideration:

Annual ProfitStructureWhy
< $40KSole Prop/LLCSimple, SE tax not too painful
$40-80KConsider S-CorpSave ~$5-10K in SE tax
> $80KLikely S-CorpSignificant SE tax savings

S-Corp Basics:

  • Pay yourself "reasonable salary" (W-2)
  • Take rest as distributions (no SE tax)
  • Requires payroll, more complexity
  • Consult accountant for your specific situation

Step 5: Cash Flow Management

The Cash Flow Reality:

When money HITS your account ≠ When you "earned" it
When money LEAVES your account ≠ When you "spent" it

Cash Flow Forecasting:

WeekExpected InExpected OutNetRunning Balance
Week 1$X$X+/- $X$X
Week 2$X$X+/- $X$X
Week 3$X$X+/- $X$X
Week 4$X$X+/- $X$X

Danger Zones:

  • Balance < 2 months expenses = Yellow alert
  • Balance < 1 month expenses = Red alert
  • Balance < 2 weeks expenses = Emergency

Step 6: Bookkeeping System Setup

Recommended Stack for Indies:

ToolPurposeCost
Mercury/RelayBusiness bankingFree
Stripe/PaddlePayments2.9% + 30¢
Wave/QuickBooksBookkeepingFree-$30/mo
Bench/PilotOutsourced bookkeeping$300+/mo

DIY Monthly Bookkeeping Routine:

  1. Weekly (15 min):

- Categorize transactions - Check for unusual charges - Note pending invoices

  1. Monthly (1 hour):

- Reconcile all accounts - Generate P&L report - Transfer tax reserve - Review cash flow forecast - Pay yourself

  1. Quarterly (2 hours):

- Calculate estimated taxes - Make quarterly tax payment - Review each business performance - Adjust budgets/forecasts

Step 7: Key Financial Metrics

Track These Monthly:

MetricFormulaTarget
Gross Margin(Revenue - COGS) / Revenue>60% for services, >40% for products
Net MarginNet Profit / Revenue>20%
Owner's Pay RatioOwner Salary / Revenue30-50%
Tax Reserve RatioTax Reserve / Profit25-35%
RunwayCash Balance / Monthly Burn>6 months
Revenue/BusinessTotal Revenue / # BusinessesKnow your avg

Output Format

# Financial Health Check: [Business Name / Portfolio]

## Executive Summary

**Overall Health:** [Healthy / Needs Attention / Critical]
**Monthly Revenue:** $X
**Monthly Profit:** $X (X%)
**Cash Runway:** X months
**Tax Situation:** [On track / Behind / Unknown]

## Profit & Loss Analysis

### Revenue Breakdown
| Source | Monthly | % of Total | Trend |
|--------|---------|------------|-------|
| [Source 1] | $X | X% | [Up/Down/Flat] |
| [Source 2] | $X | X% | [Up/Down/Flat] |
| **Total** | **$X** | **100%** | |

### Expense Breakdown
| Category | Monthly | % of Revenue | Notes |
|----------|---------|--------------|-------|
| COGS | $X | X% | [Assessment] |
| Software/Tools | $X | X% | [Assessment] |
| Contractors | $X | X% | [Assessment] |
| Marketing | $X | X% | [Assessment] |
| Other | $X | X% | [Assessment] |
| **Total Expenses** | **$X** | **X%** | |

### Profit Calculation

Revenue: $X

  • COGS: $X = Gross Profit: $X (X% margin)
  • Operating: $X = Operating Profit: $X
  • Owner Salary: $X = Pre-Tax Profit: $X
  • Tax Reserve: $X (X%) = True Net Profit: $X (X% of revenue)
## Cash Flow Status

**Current Cash:** $X
**Monthly Burn:** $X
**Runway:** X months

**Cash Flow Forecast:**
| Month | Revenue | Expenses | Net | Balance |
|-------|---------|----------|-----|---------|
| [Month 1] | $X | $X | $X | $X |
| [Month 2] | $X | $X | $X | $X |
| [Month 3] | $X | $X | $X | $X |

**Cash Flow Concerns:**
- [Any concerns or all clear]

## Tax Status

**Estimated Annual Income:** $X
**Estimated Tax Liability:** $X
**Quarterly Payment Amount:** $X

**Quarterly Schedule:**
| Quarter | Due | Amount | Status |
|---------|-----|--------|--------|
| Q1 | Apr 15 | $X | [Paid/Due/Overdue] |
| Q2 | Jun 15 | $X | [Paid/Due/Overdue] |
| Q3 | Sep 15 | $X | [Paid/Due/Overdue] |
| Q4 | Jan 15 | $X | [Paid/Due/Overdue] |

**Tax Reserve Account:** $X ([Sufficient / Needs attention])

## Multi-Business Comparison (if applicable)

| Business | Revenue | Profit | Margin | Time Invested | $/Hour |
|----------|---------|--------|--------|---------------|--------|
| [Biz A] | $X | $X | X% | X hrs | $X |
| [Biz B] | $X | $X | X% | X hrs | $X |
| [Biz C] | $X | $X | X% | X hrs | $X |

**Insights:**
- [Which business is most profitable per hour?]
- [Which needs attention?]
- [Reallocation opportunities?]

## Recommendations

### Immediate Actions
- [ ] [Action 1]
- [ ] [Action 2]

### This Month
- [ ] [Monthly priority]
- [ ] [Monthly priority]

### System Improvements
- [ ] [Infrastructure to set up]
- [ ] [Process to implement]

## Key Metrics Dashboard

| Metric | Current | Target | Status |
|--------|---------|--------|--------|
| Gross Margin | X% | >60% | [Good/Bad] |
| Net Margin | X% | >20% | [Good/Bad] |
| Runway | X mo | >6 mo | [Good/Bad] |
| Tax Reserve | $X | $X | [Good/Bad] |

Common Financial Mistakes

  1. Not separating business/personal: Use separate bank accounts
  2. Ignoring taxes until April: Reserve and pay quarterly
  3. Revenue = profit thinking: Expenses matter
  4. Not paying yourself: You're an expense too
  5. One big account: Separate by business
  6. No cash buffer: Keep 3-6 months runway
  7. Ignoring small expenses: They add up fast

Integration with Other Skills

SkillHow It Works Together
pricing-strategistPricing affects all financial metrics
business-model-auditorUnit economics feed into P&L
business-operatorFinancial health per business
stripe-implementerPayment revenue flows

When to Get Professional Help

Hire a bookkeeper when:

  • Revenue > $10K/month
  • More than 50 transactions/month
  • You hate doing it (time cost > bookkeeper cost)

Hire an accountant when:

  • Revenue > $50K/year
  • Considering S-corp election
  • Multiple businesses with complex structures
  • Audit concerns or back taxes

Hire a CFO/fractional CFO when:

  • Revenue > $500K/year
  • Need strategic financial planning
  • Raising capital or considering exit

When to Route Elsewhere

  • If the problem is pricing → pricing-strategist
  • If the problem is business model viability → business-model-auditor
  • If you need to prioritize businesses → business-operator
  • If stuck on decisions → execution-accelerator

平台分布

Claude Code

29.06%
按下载量换算3,794

OpenCode

25.4%
按下载量换算3,316

Antigravity

18.59%
按下载量换算2,427

Gemini CLI

13.55%
按下载量换算1,769

Codex

8.01%
按下载量换算1,046

Cursor

4.16%
按下载量换算543

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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