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Cfo Advisor

作者 Alireza Rezvani · GitHub ↗ · v2.1.1 · MIT-0
cross-platform ✓ 安全检测通过
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在 OpenClaw 中安装
/install cfo-advisor
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 appears coherent and self-contained: it provides reference docs and three standard Python scripts for runway, unit economics, and fundraising modeling, and it does not request credentials or perform network access in the visible code. Before running: (1) review the omitted unit_economics_analyzer.py to confirm it also uses only stdlib and has no network calls; (2) run the scripts locally in a controlled environment (they may write CSV output when invoked with --csv); (3) avoid pasting or uploading sensitive production credentials or raw PII into the chat — the skill will ask for financial context to produce useful outputs, so share only what’s necessary; (4) if you need automated, always-on monitoring or integration with bank/finance systems later, expect to require explicit, service-specific credentials — that's an escalation and should be reviewed separately. If any script contains hidden network requests, external downloads, or asks for environment secrets, reclassify as suspicious.
功能分析
Type: OpenClaw Skill Name: cfo-advisor Version: 2.1.1 The 'cfo-advisor' bundle is a legitimate financial advisory toolkit for startup leadership. It includes Python scripts for runway calculation, cap table modeling, and unit economics analysis (e.g., burn_rate_calculator.py, fundraising_model.py), all implemented using standard libraries without risky system calls or network activity. The instructions in SKILL.md and the reference documents provide strategic frameworks consistent with the stated purpose and show no signs of malicious intent or prompt injection.
能力评估
Purpose & Capability
Name/description (CFO advisory, runway, unit economics, fundraising) match the included reference docs and three Python scripts (burn rate, unit economics, fundraising model). There are no unrelated requirements (no cloud creds, no unusual binaries).
Instruction Scope
SKILL.md instructs the agent/user to run local Python scripts and to surface certain proactive triggers when company context indicates them. The instructions do not tell the agent to read system config files, environment secrets, or contact external endpoints. Note: the 'proactive triggers' language implies the skill will examine whatever company context the user supplies (or the agent is given) and may prompt for or summarize sensitive financial data — but the skill itself does not contain instructions to access system secrets automatically.
Install Mechanism
No install spec is present (instruction-only). The included scripts are pure Python stdlib (no external downloads or package installs), so there is no elevated install-time risk or remote code fetch in the package metadata.
Credentials
The skill declares no required environment variables, no primary credential, and the scripts shown use only the Python standard library. There are no requests for unrelated credentials or secrets in SKILL.md or the visible scripts.
Persistence & Privilege
always=false and the skill does not request persistent system-wide changes. The SKILL.md's proactive trigger behavior combined with normal autonomous invocation could cause the agent to surface findings proactively, but this is not a privilege escalation or hidden persistence mechanism in the package itself.
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
  3. 安装完成后,直接呼叫该 Skill 的名称或使用 /cfo-advisor 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
v2.1.1
v2.1.1: optimization, reference splits
v1.0.0
v2.1.1 release
v2.0.0
v2.0.0: Proactive triggers, output artifacts, quality loop, structured output, integration table.
元数据
Slug cfo-advisor
版本 2.1.1
许可证 MIT-0
累计安装 5
当前安装数 5
历史版本数 3
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 409 次。

如何安装 Cfo Advisor?

在 OpenClaw 或 Claude Code 对话框中运行命令「/install cfo-advisor」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 Alireza Rezvani(@alirezarezvani)开发并维护,当前版本 v2.1.1。

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