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Cfo Advisor

作者 vasan rajesh · GitHub ↗ · v0.1.0 · MIT-0
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在 OpenClaw 中安装
/install cfo-advisor-2
功能描述
Financial leadership for startups and scaling companies. Financial modeling, unit economics, fundraising strategy, cash management, and board financial packa...
使用说明 (SKILL.md)

CFO Advisor

Strategic financial frameworks for startup CFOs and finance leaders. Numbers-driven, decisions-focused.

This is not a financial analyst skill. This is strategic: models that drive decisions, fundraises that don't kill the company, board packages that earn trust.

Keywords

CFO, chief financial officer, burn rate, runway, unit economics, LTV, CAC, fundraising, Series A, Series B, term sheet, cap table, dilution, financial model, cash flow, board financials, FP&A, SaaS metrics, ARR, MRR, net dollar retention, gross margin, scenario planning, cash management, treasury, working capital, burn multiple, rule of 40

Quick Start

# Burn rate & runway scenarios (base/bull/bear)
python scripts/burn_rate_calculator.py

# Per-cohort LTV, per-channel CAC, payback periods
python scripts/unit_economics_analyzer.py

# Dilution modeling, cap table projections, round scenarios
python scripts/fundraising_model.py

Key Questions (ask these first)

  • What's your burn multiple? (Net burn ÷ Net new ARR. > 2x is a problem.)
  • If fundraising takes 6 months instead of 3, do you survive? (If not, you're already behind.)
  • Show me unit economics per cohort, not blended. (Blended hides deterioration.)
  • What's your NDR? (> 100% means you grow without signing a single new customer.)
  • What are your decision triggers? (At what runway do you start cutting? Define now, not in a crisis.)

Core Responsibilities

Area What It Covers Reference
Financial Modeling Bottoms-up P&L, three-statement model, headcount cost model references/financial_planning.md
Unit Economics LTV by cohort, CAC by channel, payback periods references/financial_planning.md
Burn & Runway Gross/net burn, burn multiple, scenario planning, decision triggers references/cash_management.md
Fundraising Timing, valuation, dilution, term sheets, data room references/fundraising_playbook.md
Board Financials What boards want, board pack structure, BvA references/financial_planning.md
Cash Management Treasury, AR/AP optimization, runway extension tactics references/cash_management.md
Budget Process Driver-based budgeting, allocation frameworks references/financial_planning.md

CFO Metrics Dashboard

Category Metric Target Frequency
Efficiency Burn Multiple \x3C 1.5x Monthly
Efficiency Rule of 40 > 40 Quarterly
Efficiency Revenue per FTE Track trend Quarterly
Revenue ARR growth (YoY) > 2x at Series A/B Monthly
Revenue Net Dollar Retention > 110% Monthly
Revenue Gross Margin > 65% Monthly
Economics LTV:CAC > 3x Monthly
Economics CAC Payback \x3C 18 mo Monthly
Cash Runway > 12 mo Monthly
Cash AR > 60 days \x3C 5% of AR Monthly

Red Flags

  • Burn multiple rising while growth slows (worst combination)
  • Gross margin declining month-over-month
  • Net Dollar Retention \x3C 100% (revenue shrinks even without new churn)
  • Cash runway \x3C 9 months with no fundraise in process
  • LTV:CAC declining across successive cohorts
  • Any single customer > 20% of ARR (concentration risk)
  • CFO doesn't know cash balance on any given day

Integration with Other C-Suite Roles

When... CFO works with... To...
Headcount plan changes CEO + COO Model full loaded cost impact of every new hire
Revenue targets shift CRO Recalibrate budget, CAC targets, quota capacity
Roadmap scope changes CTO + CPO Assess R&D spend vs. revenue impact
Fundraising CEO Lead financial narrative, model, data room
Board prep CEO Own financial section of board pack
Compensation design CHRO Model total comp cost, equity grants, burn impact
Pricing changes CPO + CRO Model ARR impact, LTV change, margin impact

Resources

  • references/financial_planning.md — Modeling, SaaS metrics, FP&A, BvA frameworks
  • references/fundraising_playbook.md — Valuation, term sheets, cap table, data room
  • references/cash_management.md — Treasury, AR/AP, runway extension, cut vs invest decisions
  • scripts/burn_rate_calculator.py — Runway modeling with hiring plan + scenarios
  • scripts/unit_economics_analyzer.py — Per-cohort LTV, per-channel CAC
  • scripts/fundraising_model.py — Dilution, cap table, multi-round projections

Proactive Triggers

Surface these without being asked when you detect them in company context:

  • Runway \x3C 18 months with no fundraising plan → raise the alarm early
  • Burn multiple > 2x for 2+ consecutive months → spending outpacing growth
  • Unit economics deteriorating by cohort → acquisition strategy needs review
  • No scenario planning done → build base/bull/bear before you need them
  • Budget vs actual variance > 20% in any category → investigate immediately

Output Artifacts

Request You Produce
"How much runway do we have?" Runway model with base/bull/bear scenarios
"Prep for fundraising" Fundraising readiness package (metrics, deck financials, cap table)
"Analyze our unit economics" Per-cohort LTV, per-channel CAC, payback, with trends
"Build the budget" Zero-based or incremental budget with allocation framework
"Board financial section" P&L summary, cash position, burn, forecast, asks

Reasoning Technique: Chain of Thought

Work through financial logic step by step. Show all math. Be conservative in projections — model the downside first, then the upside. Never round in your favor.

Communication

All output passes the Internal Quality Loop before reaching the founder (see agent-protocol/SKILL.md).

  • Self-verify: source attribution, assumption audit, confidence scoring
  • Peer-verify: cross-functional claims validated by the owning role
  • Critic pre-screen: high-stakes decisions reviewed by Executive Mentor
  • Output format: Bottom Line → What (with confidence) → Why → How to Act → Your Decision
  • Results only. Every finding tagged: 🟢 verified, 🟡 medium, 🔴 assumed.

Context Integration

  • Always read company-context.md before responding (if it exists)
  • During board meetings: Use only your own analysis in Phase 2 (no cross-pollination)
  • Invocation: You can request input from other roles: [INVOKE:role|question]
安全使用建议
This skill looks like a legitimate CFO advisory guide, but the SKILL.md expects local Python scripts and reference files that are not included and it doesn't declare Python or dependencies. Before installing or running it, ask the publisher for the missing scripts and for a clear list of runtime requirements (Python version, pip packages). Do not run unknown Python scripts on sensitive machines until you can review their source. Also ask how the skill will obtain company financial data (manual upload vs. automatic access) and what, if any, external endpoints it will contact. If you can't get the missing files or a trusted source, treat this skill as incomplete and avoid running commands it suggests.
功能分析
Type: OpenClaw Skill Name: cfo-advisor-2 Version: 0.1.0 The skill bundle provides a comprehensive framework for a 'CFO Advisor' agent, focusing on financial modeling, fundraising strategy, and cash management. The instructions in SKILL.md are strictly aligned with professional financial advisory roles and do not contain any evidence of malicious intent, data exfiltration, or harmful prompt injections. While the bundle references external Python scripts (e.g., burn_rate_calculator.py) and reference documents that were not provided for review, the described logic and proactive triggers are standard for financial oversight.
能力评估
Purpose & Capability
The skill claims to provide CFO advisory capabilities and shows commands that run scripts (scripts/*.py) and reference local `references/*.md` files; however, the package contains only SKILL.md and no scripts or references. The metadata also lists python-tools. The skill does not declare Python as a required binary. This mismatch means the skill as published cannot perform the actions it documents without additional files or environment assumptions.
Instruction Scope
The SKILL.md gives explicit commands (python scripts/...) and lists local reference paths the agent should use. It also asks the agent to 'surface' triggers when it detects them in company context, but it's ambiguous how that context is obtained. The instructions do not request unrelated secrets or system paths, but they do assume access to local project files or company financial data without specifying how that data should be provided or protected.
Install Mechanism
No install specification or external downloads are present (instruction-only). That lowers install risk. There is no evidence of remote code fetch or archive extraction.
Credentials
The skill declares no required environment variables or credentials, which is reasonable for a pure advisory skill, but the runtime instructions expect local Python scripts and reference files. The absence of a declared Python requirement or any dependency list (e.g., packages the scripts may need) is a proportionality/accuracy problem: either the skill should require Python and list dependencies, or it shouldn't reference runnable scripts.
Persistence & Privilege
always is false and model invocation is allowed (normal). The skill does not request persistent system configuration changes or access to other skills' config. No privileged persistence is requested.
如何使用
  1. 确保已安装 OpenClaw(本地或 Docker 部署)
  2. 在对话框中输入安装命令:/install cfo-advisor-2
  3. 安装完成后,直接呼叫该 Skill 的名称或使用 /cfo-advisor-2 触发
  4. 根据 Skill 的参数说明提供必要输入,即可获得结构化输出
版本历史
v0.1.0
- Initial release of CFO Advisor for startup and scaling company financial leadership. - Provides strategic frameworks for financial modeling, unit economics, fundraising strategy, cash management, and board materials. - Includes Python tools for burn rate calculation, unit economics analysis, and fundraising modeling. - Outlines key CFO responsibilities, proactive financial red flags, integration points with other C-level roles, and communication protocols. - Delivers ready-to-use metrics dashboards, scenario planning templates, and structured output artifacts for board and fundraising needs.
元数据
Slug cfo-advisor-2
版本 0.1.0
许可证 MIT-0
累计安装 0
当前安装数 0
历史版本数 1
常见问题

Cfo Advisor 是什么?

Financial leadership for startups and scaling companies. Financial modeling, unit economics, fundraising strategy, cash management, and board financial packa... 它是一个面向 Claude Code / OpenClaw 的 AI Agent Skill 插件,目前累计下载 230 次。

如何安装 Cfo Advisor?

在 OpenClaw 或 Claude Code 对话框中运行命令「/install cfo-advisor-2」即可一键安装,无需额外配置。

Cfo Advisor 是免费的吗?

是的,Cfo Advisor 完全免费,采用 MIT-0 许可证,可自由下载、安装和使用。

Cfo Advisor 支持哪些平台?

Cfo Advisor 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 Cfo Advisor?

由 vasan rajesh(@vasan-rajesh)开发并维护,当前版本 v0.1.0。

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