financial-operations-expert

shipshitdev/library · updated May 17, 2026

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$npx skills add https://github.com/shipshitdev/library --skill financial-operations-expert
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summary

Complete financial clarity for indie businesses: profit analysis, tax planning, cash flow forecasting, and multi-venture tracking.

  • Calculates true profitability using a structured formula that accounts for COGS, operating expenses, owner salary, and tax reserves
  • Tracks finances separately across multiple businesses with comparative P&L analysis and runway forecasting
  • Provides quarterly estimated tax planning with payment schedules and S-corp vs. sole proprietor guidance
  • Inclu
skill.md

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:

Symptom What 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:

Business Revenue COGS Gross Margin OpEx Profit %
Business A $X $X X% $X $X X%
Business B $X $X X% $X $X X%
Business C $X $X X% $X $X X%
TOTAL $X $X X% $X $X X%

Cash Flow by Business:

Business Starting Cash + Revenue - Expenses = Ending Cash Runway
Business A $X $X $X $X X months
Business B $X $X $X $X X months

Step 4: Tax Planning (US-Focused)

Quarterly Estimated Taxes:

Quarter Due Date Covers
Q1 April 15 Jan-Mar income
Q2 June 15 Apr-May income
Q3 Sept 15 Jun-Aug income
Q4 Jan 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 Profit Structure Why
< $40K Sole Prop/LLC Simple, SE tax not too painful
$40-80K Consider S-Corp Save ~$5-10K in SE tax
> $80K Likely S-Corp Significant 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:

Week Expected In Expected Out Net Running 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:

Tool Purpose Cost
Mercury/Relay Business banking Free
Stripe/Paddle Payments 2.9% + 30¢
Wave/QuickBooks Bookkeeping Free-$30/mo
Bench/Pilot Outsourced bookkeeping $300+/mo

DIY Monthly Bookkeeping Routine:

  1. Weekly (15 min):

    • Categorize transactions
    • Check for unusual charges
    • Note pending invoices
  2. Monthly (1 hour):

    • Reconcile all accounts
    • Generate P&L report
    • Transfer tax reserve
    • Review cash flow forecast
    • Pay yourself
  3. 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:

Metric Formula Target
Gross Margin (Revenue - COGS) / Revenue >60% for services, >40% for products
Net Margin Net Profit / Revenue >20%
Owner's Pay Ratio Owner Salary / Revenue 30-50%
Tax Reserve Ratio Tax Reserve / Profit 25-35%
Runway Cash Balance / Monthly Burn >6 months
Revenue/Business Total Revenue / # Businesses Know 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 | 
how to use financial-operations-expert

How to use financial-operations-expert on Cursor

AI-first code editor with Composer

1

Prerequisites

Before installing skills in Cursor, ensure your development environment meets these requirements:

  • Cursor installed and configured on your development machine
  • Node.js version 16.0+ with npm package manager (verify with node --version)
  • Active project directory or workspace where you want to add financial-operations-expert
2

Execute installation command

Execute the skills CLI command in your project's root directory to begin installation:

$npx skills add https://github.com/shipshitdev/library --skill financial-operations-expert

The skills CLI fetches financial-operations-expert from GitHub repository shipshitdev/library and configures it for Cursor.

3

Select Cursor when prompted

The CLI will show a list of available agents. Use arrow keys to navigate and space to select Cursor:

◆ Which agents do you want to install to?
│ ── Universal (.agents/skills) ── always included ────
│ • Amp
│ • Antigravity
│ • Cline
│ • Codex
│ ●Cursor(selected)
│ • Cursor
│ • Windsurf
4

Verify installation

Confirm successful installation by checking the skill directory location:

.cursor/skills/financial-operations-expert

Reload or restart Cursor to activate financial-operations-expert. Access the skill through slash commands (e.g., /financial-operations-expert) or your agent's skill management interface.

Security & Verification Notice

We perform automated surface-level scans (Gen AI Scanner, Socket, Snyk) during installation. These checks detect common vulnerabilities but do not guarantee complete security. Always review skill source code and verify the publisher's reputation before production use.

Skills execute code in your development environment. Always verify the publisher's identity, review recent commits, and test in isolated environments before production deployment.

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Use Cases

User Story & Requirements Generation

Create detailed user stories, acceptance criteria, and feature specs

Example

Generate user stories for 'password reset feature' with acceptance criteria, edge cases, and test scenarios

Reduce spec writing time by 50%, ensure comprehensive coverage

Competitive Analysis

Research competitors, compare features, identify gaps

Example

Analyze 5 competitor products, create feature comparison matrix, suggest differentiation opportunities

Complete competitive research in 2 hours instead of 2 days

Roadmap Prioritization

Evaluate features using frameworks (RICE, ICE, Kano) and create prioritized backlogs

Example

Score 20 feature ideas using RICE framework, generate prioritized roadmap with rationale

Make data-driven prioritization decisions faster

Stakeholder Communication

Draft PRDs, status updates, and stakeholder presentations

Example

Create executive summary of Q3 roadmap, monthly progress report, feature launch announcement

Save 3-5 hours/week on communication overhead

Implementation Guide

Prerequisites

  • Claude Desktop or compatible AI client
  • Access to product documentation and roadmap tools (Jira, Notion, etc.)
  • Understanding of product management frameworks (RICE, Jobs-to-be-Done, etc.)
  • Stakeholder contact information and communication channels

Time Estimate

30-60 minutes to see productivity improvements

Installation Steps

  1. 1.Install product management skill
  2. 2.Start with user story generation for known feature
  3. 3.Progress to competitive analysis: research 2-3 competitors
  4. 4.Use for roadmap prioritization: apply RICE/ICE scoring
  5. 5.Draft stakeholder communications and refine based on feedback
  6. 6.Build template library for recurring PM tasks
  7. 7.Share effective prompts with product team

Common Pitfalls

  • Not validating competitive research—verify facts before sharing
  • Accepting user stories without involving engineering team
  • Over-relying on frameworks without qualitative judgment
  • Not customizing outputs to company culture and communication style
  • Skipping stakeholder validation of generated requirements

Best Practices

✓ Do

  • +Validate research and competitive analysis with real data
  • +Collaborate with engineering when generating technical requirements
  • +Customize frameworks and templates to your company context
  • +Use skill for first drafts, refine with stakeholder input
  • +Document successful prompt patterns for PM tasks
  • +Combine AI efficiency with human judgment and intuition

✗ Don't

  • Don't publish competitive analysis without fact-checking
  • Don't finalize user stories without engineering review
  • Don't make prioritization decisions solely on AI scoring
  • Don't skip customer validation of generated requirements
  • Don't ignore company-specific context and culture

💡 Pro Tips

  • Provide context: company goals, constraints, customer feedback
  • Ask for alternatives: 'Show 3 ways to prioritize this roadmap'
  • Request stakeholder-specific formatting: 'Executive summary vs. engineering spec'
  • Use skill for 70% generation + 30% customization to company needs

When to Use This

✓ Use When

Use for user story writing, competitive research, roadmap prioritization, stakeholder communication, and PRD drafting. Best for reducing repetitive documentation and research work.

✗ Avoid When

Avoid for strategic product vision (requires deep customer empathy), pricing decisions (needs market and financial expertise), or when face-to-face customer discovery is more valuable than speed.

Learning Path

  1. 1Basic: user stories, feature specs, status updates
  2. 2Intermediate: competitive analysis, prioritization frameworks, PRDs
  3. 3Advanced: product strategy, go-to-market planning, OKR setting
  4. 4Expert: product vision, market positioning, business model innovation

Discussion

Product Hunt–style comments (not star reviews)
  • No comments yet — start the thread.
general reviews

Ratings

4.644 reviews
  • Shikha Mishra· Dec 28, 2024

    Registry listing for financial-operations-expert matched our evaluation — installs cleanly and behaves as described in the markdown.

  • Kofi Malhotra· Dec 24, 2024

    financial-operations-expert has been reliable in day-to-day use. Documentation quality is above average for community skills.

  • Dev Khanna· Dec 20, 2024

    Solid pick for teams standardizing on skills: financial-operations-expert is focused, and the summary matches what you get after install.

  • Anika Sanchez· Dec 16, 2024

    financial-operations-expert reduced setup friction for our internal harness; good balance of opinion and flexibility.

  • Henry Kapoor· Dec 8, 2024

    I recommend financial-operations-expert for anyone iterating fast on agent tooling; clear intent and a small, reviewable surface area.

  • Yuki Abbas· Nov 27, 2024

    Useful defaults in financial-operations-expert — fewer surprises than typical one-off scripts, and it plays nicely with `npx skills` flows.

  • Isabella Ghosh· Nov 27, 2024

    financial-operations-expert is among the better-maintained entries we tried; worth keeping pinned for repeat workflows.

  • Yash Thakker· Nov 19, 2024

    Solid pick for teams standardizing on skills: financial-operations-expert is focused, and the summary matches what you get after install.

  • Mia Khan· Nov 15, 2024

    Keeps context tight: financial-operations-expert is the kind of skill you can hand to a new teammate without a long onboarding doc.

  • Sakshi Patil· Nov 11, 2024

    financial-operations-expert reduced setup friction for our internal harness; good balance of opinion and flexibility.

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