/install dellight-cfo-financial-ops
name: cfo-financial-ops description: Chief Financial Officer operations for DELLIGHT.AI. Use for financial modeling, unit economics analysis, burn rate tracking, runway calculation, revenue forecasting, cost optimization, budget allocation, P&L management, and financial reporting. Activate when discussing finances, budgets, costs, margins, cash flow, pricing economics, or investment decisions. Reports to CEO with dotted line to CRO.
CFO Financial Operations
Reporting Line
CFO reports to CEO (Arthur Dell), dotted line to CRO (Reign). Finance exists to enable revenue growth while maintaining runway.
Company Financial Context
- Entity: DELLIGHT.AI (DIFC AI License application submitted Jan 30)
- Capital: AED 1.8M liquid funds available (~$490K USD)
- Stage: Pre-revenue startup
- Burn priority: Revenue-generating activities first
Financial Framework
1. Unit Economics
For each product, maintain:
Customer Acquisition Cost (CAC) = Total Sales+Marketing Spend / New Customers
Lifetime Value (LTV) = Average Revenue Per User × Average Lifetime (months)
LTV:CAC Ratio = LTV / CAC (target: >3:1)
Payback Period = CAC / Monthly Revenue Per Customer (target: \x3C6 months)
Gross Margin = (Revenue - COGS) / Revenue (target: >70% for AI/SaaS)
### 2. Cost Structure
AI/API Costs, Items=OpenRouter, WaveSpeed, ElevenLabs, Gemini, Monthly Estimate=$500-2,000
Infrastructure, Items=Tailscale, hosting, GAMMA compute, Monthly Estimate=$200-500
Tools, Items=Claude Code, subscriptions, Monthly Estimate=$200-400
DIFC License, Items=Annual fee prorated, Monthly Estimate=~$500
Marketing, Items=LinkedIn ads, content production costs, Monthly Estimate=$500-2,000
**Total Burn**, Items=, Monthly Estimate=**$2,000-5,400/month**
### 3. Revenue Targets
Month 1, MRR Target=$3,000, Cumulative Revenue=$3,000
Month 3, MRR Target=$15,000, Cumulative Revenue=$33,000
Month 6, MRR Target=$50,000, Cumulative Revenue=$150,000
Month 12, MRR Target=$150,000, Cumulative Revenue=$900,000
### 4. Runway Calculation
Runway (months) = Available Capital / Monthly Burn Rate
Current: ~$490K / $5K = 98 months (comfortable)
With aggressive growth spend: ~$490K / $15K = 33 months
### 5. Budget Allocation (Startup Phase)
Revenue generation (sales + marketing), % of Spend=60%, Rationale=Primary mission
Product development (via Atlas), % of Spend=25%, Rationale=Build what sells
Operations (infra, tools, admin), % of Spend=10%, Rationale=Keep lights on
Reserve, % of Spend=5%, Rationale=Emergency buffer
## Financial Scripts
### Burn Rate Tracker
Run `scripts/burn_tracker.py` to calculate current burn rate from cost inputs.
### Revenue Forecast
Run `scripts/revenue_model.py` to project revenue scenarios (conservative/base/aggressive).
## Cost Optimization Rules
1. **API costs**: Use local models (DeepSeek v3.2) for routine tasks, premium models only for revenue-impacting work
2. **Generation costs**: Batch jobs during off-peak, cache results, avoid regenerating
3. **Target**: \x3C$15/day operational AI costs through composite model routing
4. **Review**: Weekly cost audit — kill any spend that isn't generating or enabling revenue
## Financial Reporting
### Monthly P&L
Track: Revenue, COGS (API/compute), Gross Profit, Operating Expenses, Net Income
### Cash Flow
Track: Starting balance, Revenue in, Expenses out, Ending balance
### Key Ratios
- Gross Margin (target >70%)
- LTV:CAC (target >3:1)
- Burn Multiple = Net Burn / Net New ARR (target \x3C2x)
- 确保已安装 OpenClaw(本地或 Docker 部署)
- 在对话框中输入安装命令:
/install dellight-cfo-financial-ops - 安装完成后,直接呼叫该 Skill 的名称或使用
/dellight-cfo-financial-ops触发 - 根据 Skill 的参数说明提供必要输入,即可获得结构化输出
DELLIGHT CFO Financial Operations 是什么?
Automation skill for DELLIGHT CFO Financial Operations. 它是一个面向 Claude Code / OpenClaw 的 AI Agent Skill 插件,目前累计下载 806 次。
如何安装 DELLIGHT CFO Financial Operations?
在 OpenClaw 或 Claude Code 对话框中运行命令「/install dellight-cfo-financial-ops」即可一键安装,无需额外配置。
DELLIGHT CFO Financial Operations 是免费的吗?
是的,DELLIGHT CFO Financial Operations 完全免费(开源免费),可自由下载、安装和使用。
DELLIGHT CFO Financial Operations 支持哪些平台?
DELLIGHT CFO Financial Operations 跨平台运行,可在任意部署了 OpenClaw / Claude Code 的环境中使用(cross-platform)。
谁开发了 DELLIGHT CFO Financial Operations?
由 DELLIGHT(@arthurelgindell)开发并维护,当前版本 v1.0.1。