MR
Mayur Rathi
@mayurrathi
⭐ 40.7k GitHub stars

Startup Business Analyst Financial Projections

Startup Business Analyst Financial Projections is an design AI skill with a core value of |. It helps developers solve real-world problems in the design domain, boosting efficiency, automating repetitive tasks, and optimizing workflows.

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Last verified on: 2026-07-07

Quick Facts

Category design
Works With Claude
Source sickn33/antigravity-awesome-skills
Stars ⭐ 40.7k
Last Verified 2026-07-07
Risk Level Low
mkdir -p ./skills/startup-business-analyst-financial-projections && curl -sfL https://raw.githubusercontent.com/sickn33/antigravity-awesome-skills/main/skills/startup-business-analyst-financial-projections/SKILL.md -o ./skills/startup-business-analyst-financial-projections/SKILL.md

Run in terminal / PowerShell. Requires curl (Unix) or PowerShell 5+ (Windows).

Skill Content

# Financial Projections


Create a comprehensive 3-5 year financial model with revenue projections, cost structure, headcount planning, cash flow analysis, and three-scenario modeling (conservative, base, optimistic) for startup financial planning and fundraising.


Use this skill when


- Working on financial projections tasks or workflows

- Needing guidance, best practices, or checklists for financial projections


Do not use this skill when


- The task is unrelated to financial projections

- You need a different domain or tool outside this scope


Instructions


- Clarify goals, constraints, and required inputs.

- Apply relevant best practices and validate outcomes.

- Provide actionable steps and verification.

- If detailed examples are required, open `resources/implementation-playbook.md`.


What This Command Does


This command builds a complete financial model including:

1. Cohort-based revenue projections

2. Detailed cost structure (COGS, S&M, R&D, G&A)

3. Headcount planning by role

4. Monthly cash flow analysis

5. Key metrics (CAC, LTV, burn rate, runway)

6. Three-scenario analysis


Instructions for Claude


When this command is invoked, follow these steps:


Step 1: Gather Model Inputs


Ask the user for essential information:


**Business Model:**

- Revenue model (SaaS, marketplace, transaction, etc.)

- Pricing structure (tiers, average price)

- Target customer segments


**Starting Point:**

- Current MRR/ARR (if any)

- Current customer count

- Current team size

- Current cash balance


**Growth Assumptions:**

- Expected monthly customer acquisition

- Customer retention/churn rate

- Average contract value (ACV)

- Sales cycle length


**Cost Assumptions:**

- Gross margin or COGS %

- S&M budget or CAC target

- Current burn rate (if applicable)


**Funding:**

- Planned fundraising (amount, timing)

- Pre/post-money valuation


Step 2: Activate startup-financial-modeling Skill


The startup-financial-modeling skill provides frameworks. Reference it for:

- Revenue modeling approaches

- Cost structure templates

- Headcount planning guidance

- Scenario analysis methods


Step 3: Build Revenue Model


**Use Cohort-Based Approach:**


For each month, track:

1. New customers acquired

2. Existing customers retained (apply churn)

3. Revenue per cohort (customers × ARPU)

4. Expansion revenue (upsells)


**Formula:**

text
MRR (Month N) = Σ across all cohorts:
  (Cohort Size × Retention Rate × ARPU) + Expansion

**Project:**

- Monthly detail for Year 1-2

- Quarterly detail for Year 3

- Annual for Years 4-5


Step 4: Model Cost Structure


Break down operating expenses:


**1. Cost of Goods Sold (COGS)**

- Hosting/infrastructure (% of revenue or fixed)

- Payment processing (% of revenue)

- Variable customer support

- Third-party services


Target gross margin:

- SaaS: 75-85%

- Marketplace: 60-70%

- E-commerce: 40-60%


**2. Sales & Marketing (S&M)**

- Sales team compensation

- Marketing programs

- Tools and software

- Target: 40-60% of revenue (early stage)


**3. Research & Development (R&D)**

- Engineering team

- Product management

- Design

- Target: 30-40% of revenue


**4. General & Administrative (G&A)**

- Executive team

- Finance, legal, HR

- Office and facilities

- Target: 15-25% of revenue


Step 5: Plan Headcount


Create role-by-role hiring plan:


**Reference team-composition-analysis skill for:**

- Roles by stage

- Compensation benchmarks

- Hiring velocity assumptions


**For each role:**

- Title and department

- Start date (month/quarter)

- Base salary

- Fully-loaded cost (salary × 1.3-1.4)

- Equity grant


**Track departmental ratios:**

- Engineering: 40-50% of team

- Sales & Marketing: 25-35%

- G&A: 10-15%

- Product/CS: 10-15%


Step 6: Calculate Cash Flow


Monthly cash flow projection:


text
Beginning Cash Balance
+ Cash Collected (revenue, consider payment terms)
- Operating Expenses
- CapEx
= Ending Cash Balance

Monthly Burn = Revenue - Expenses (if negative)
Runway = Cash Balance / Monthly Burn Rate

**I

🎯 Best For

  • Claude users
  • Designers
  • Creative professionals
  • Product teams

💡 Use Cases

  • Design system documentation
  • Component specification creation

📖 How to Use This Skill

  1. 1

    Install the Skill

    Copy the install command from the Terminal tab and run it. The SKILL.md file downloads to your local skills directory.

  2. 2

    Load into Your AI Assistant

    Open Claude and reference the skill. Paste the SKILL.md content or use the system prompt tab.

  3. 3

    Apply Startup Business Analyst Financial Projections to Your Work

    Provide context for your task — paste source material, describe your audience, or share existing work to guide the AI.

  4. 4

    Review and Refine

    Edit the AI output for accuracy, tone, and completeness. Add human insight where the AI lacks context.

❓ Frequently Asked Questions

Does Startup Business Analyst Financial Projections generate production-ready design specs?

It generates detailed specifications that developers can use directly. Review and adjust for your specific design system.

How do I install Startup Business Analyst Financial Projections?

Copy the install command from the Terminal tab and run it. The skill downloads to ./skills/startup-business-analyst-financial-projections/SKILL.md, ready to use.

Can I customize this skill for my team?

Absolutely. Edit the SKILL.md file to add team-specific instructions, examples, or workflows.

⚠️ Common Mistakes to Avoid

Not reading the full skill

Skills contain important context and edge cases beyond the quick start.

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