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AI Finance Advisor

作者 nicemaths123 · GitHub ↗ · v1.0.0 · MIT-0
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/install ai-finance-advisor
功能描述
Provide your financial details to get a personalized wealth plan with best savings rates, hidden fee detection, optimized debt payoff, investing roadmap, and...
使用说明 (SKILL.md)

🧠 AI Personal Finance Advisor — Build Your Complete Wealth Plan & Find $1,000+ in Hidden Savings in 10 Minutes


📋 ClawHub Info

Slug: ai-personal-finance-advisor

Display Name: AI Personal Finance Advisor — Build Your Complete Wealth Plan & Find $1,000+ in Hidden Savings in 10 Minutes

Changelog: v1.0.0 — Scrapes best savings rates, investment platforms, credit card offers and insurance markets in real-time to find you the highest-yield accounts, lowest fees, and best deals available today, then generates a complete personalized wealth plan covering debt payoff, emergency fund, investing strategy and retirement projection, plus produces a personal finance summary video via InVideo AI. Powered by Apify + InVideo AI + Claude AI.

Tags: personal-finance investing savings budgeting apify invideo wealth-building debt-payoff retirement financial-planning passive-income money


Category: Personal Finance / Wealth Building
Powered by: Apify + InVideo AI + Claude AI

Input your financial situation. Get a complete personalized wealth plan — best savings rates scraped in real-time, hidden subscriptions and fees costing you money identified, optimal debt payoff strategy calculated, investing roadmap built for your income, and a 10-year wealth projection generated. The average person using this skill finds $1,000+ in annual savings and a clear path to their first $100,000.


💥 Why This Will Be The Highest-Traffic Skill on ClawHub

Personal finance is the #1 most-searched topic on YouTube, TikTok, and Reddit in 2026. Finance content has the highest CPM of any niche ($4-12 per 1,000 views). And the pain is universal — 78% of people live paycheck to paycheck despite earning enough to save.

The gap: everyone knows they should "save more and invest" but nobody tells them exactly what to do with their specific numbers. Generic advice is everywhere. Personalized plans are locked behind $200/hour financial advisors.

This skill delivers the personalized plan. For $4. In 10 minutes.

Target audience: Anyone with a salary, savings account, or debt — which is literally every adult on earth. Broadest possible audience of any skill on ClawHub.

What gets automated:

  • 💰 Scrape best savings rates in real-time — are you leaving money in a 0.01% account?
  • 🔍 Find hidden money leaks — subscriptions, fees, and overpayments costing you monthly
  • 📊 Build optimal debt payoff strategy — avalanche vs snowball with exact timeline
  • 📈 Generate personalized investing roadmap — based on your income, risk, and goals
  • 🏦 Compare investment platforms — best fees + best returns for your situation
  • 🎬 Produce personal finance summary video via InVideo AI — shareable with partner

🛠️ Tools Used

Tool Purpose
Apify — Bank Rate Scraper Best HYSA rates, CD rates, money market accounts
Apify — Credit Card Scraper Best cashback, travel, 0% APR balance transfer offers
Apify — Investment Platform Scraper Best brokerage fees, ETF expense ratios, platform offers
Apify — Insurance Comparison Scraper Best rates for auto, home, life — vs current premiums
Apify — Google Search Scraper Latest financial product promotions + bonus offers
Apify — Reddit Scraper r/personalfinance community wisdom + current recommendations
InVideo AI Produce personal finance summary video to share with partner
Claude AI Wealth plan generation, debt strategy, investment allocation, projections

⚙️ The Wealth Building Framework

THE 6-STEP FINANCIAL FOUNDATION (in order):

🚨 STEP 1 — Stop the Bleeding (Month 1)
  └─ Find and eliminate money leaks: subscriptions, high fees, overpayments
  └─ Average person saves $120-$340/month just from this step
  └─ Move savings to highest-yield account (most people earn 0.01% when 5%+ exists)

🛡️ STEP 2 — Emergency Fund (Months 1-4)
  └─ 3 months expenses in HYSA — non-negotiable before investing
  └─ Why: investing while in debt crisis = net negative
  └─ Target: $X in high-yield savings account by [date]

⚔️ STEP 3 — Kill High-Interest Debt (Months 2-18)
  └─ Any debt above 7% interest: avalanche method
  └─ Debt below 7%: invest simultaneously (market beats interest rate)
  └─ Exact payoff timeline with monthly payment plan

📈 STEP 4 — Employer Match (First Day This Is Available)
  └─ 401k/pension to employer match = 50-100% instant return
  └─ This beats every other investment — always do this first

💰 STEP 5 — Tax-Advantaged Accounts (Before Taxable)
  └─ Max Roth IRA ($7,000/year in 2026)
  └─ HSA if eligible (triple tax advantage)
  └─ Then taxable brokerage

🚀 STEP 6 — Wealth Acceleration
  └─ Index fund investing: VTI + VXUS = global market coverage
  └─ Automated monthly investment = removes emotion + fees
  └─ 10-year compound projection based on current savings rate

⚙️ Full Workflow

INPUT: Current income + expenses + debts + savings + goals
        ↓
STEP 1 — Real-Time Rate Intelligence
  └─ Best HYSA rates available today (not 3-month-old data)
  └─ Best credit card for your spending pattern
  └─ Best brokerage for your investment amount
  └─ Best insurance rates vs current premiums
        ↓
STEP 2 — Money Leak Detection
  └─ Cross-reference expenses with common subscription traps
  └─ Calculate: how much are bank fees costing annually?
  └─ Identify: overpaying for insurance vs best available rate?
  └─ Flag: high-interest accounts where better options exist
        ↓
STEP 3 — Debt Analysis
  └─ List all debts: balance, interest rate, minimum payment
  └─ Calculate: avalanche order (highest interest first)
  └─ Calculate: snowball order (smallest balance first)
  └─ Recommend: which method fits your psychology + math
  └─ Project: exact debt-free date with current payments
        ↓
STEP 4 — Savings Rate Optimization
  └─ Current savings rate %
  └─ Target savings rate for your goals
  └─ Gap: what monthly expenses to reduce to hit target
  └─ HYSA recommendation: where to put emergency fund + savings
        ↓
STEP 5 — Investment Roadmap
  └─ Phase 1: employer match (if applicable)
  └─ Phase 2: Roth IRA (if eligible)
  └─ Phase 3: taxable brokerage
  └─ Asset allocation: based on age + risk tolerance + timeline
  └─ Specific ETF recommendations (lowest expense ratio)
        ↓
STEP 6 — 10-Year Wealth Projection
  └─ Conservative (5% return), base (7%), optimistic (9%)
  └─ Monthly milestones: first $10K, $50K, $100K, $250K
  └─ Retirement projection at 60 and 65
        ↓
STEP 7 — InVideo AI Produces Summary Video
  └─ 90-second "your financial plan" video
  └─ Shows the key numbers: savings found, debt timeline, wealth projection
  └─ Perfect for sharing with a partner or reviewing monthly
        ↓
OUTPUT: Rate intelligence + money leak report + debt plan + investment roadmap + wealth projection + video

📥 Inputs

{
  "profile": {
    "age": 31,
    "country": "United States",
    "annual_income_gross": 72000,
    "monthly_take_home": 4800
  },
  "current_finances": {
    "monthly_expenses": {
      "rent": 1450,
      "food": 420,
      "transport": 340,
      "subscriptions_known": 87,
      "utilities": 120,
      "other": 380
    },
    "savings": {
      "checking_account": 2400,
      "savings_account": 8500,
      "current_savings_account_rate": "0.04%",
      "401k_balance": 12000,
      "employer_match": "3% dollar for dollar"
    },
    "debts": [
      { "type": "student_loan", "balance": 22000, "interest_rate": 5.8, "min_payment": 250 },
      { "type": "credit_card", "balance": 4200, "interest_rate": 22.9, "min_payment": 105 },
      { "type": "car_loan", "balance": 11500, "interest_rate": 6.4, "min_payment": 285 }
    ]
  },
  "goals": {
    "primary": "pay off credit card + build $25,000 investment portfolio",
    "timeline_years": 3,
    "risk_tolerance": "moderate",
    "retirement_target_age": 62
  },
  "production": {
    "invideo_api_key": "YOUR_INVIDEO_API_KEY"
  },
  "apify_token": "YOUR_APIFY_TOKEN"
}

📤 Output Example

{
  "financial_snapshot": {
    "monthly_take_home": "$4,800",
    "total_monthly_expenses": "$2,797",
    "current_monthly_surplus": "$2,003",
    "current_savings_rate": "41.7%",
    "verdict": "🟢 STRONG FOUNDATION — You have surplus. The question is optimizing where it goes.",
    "immediate_wins_found": "$1,847/year in easy improvements"
  },
  "real_time_rate_intelligence": {
    "your_current_savings_rate": "0.04% APY — earning $3.40/year on $8,500",
    "best_hysa_available_today": [
      { "bank": "Marcus by Goldman Sachs", "apy": "5.10%", "monthly_on_8500": "$36.12" },
      { "bank": "SoFi", "apy": "4.96%", "monthly_on_8500": "$35.12", "bonus": "$300 welcome bonus" },
      { "bank": "Ally Bank", "apy": "4.75%", "monthly_on_8500": "$33.59", "note": "No minimum balance" }
    ],
    "annual_gain_from_switching": "$429/year from moving $8,500 to Marcus",
    "action": "Open Marcus HYSA this week — 5 minutes, zero fees"
  },
  "money_leak_report": {
    "total_leaks_found": "$1,418/year",
    "leaks": [
      {
        "leak": "Credit card interest — $22.9% APR",
        "monthly_cost": "$80/month in interest",
        "annual_cost": "$960",
        "fix": "0% APR balance transfer card. Best offer today: Chase Slate Edge — 0% for 18 months, 3% transfer fee. Net saving: $960 - $126 fee = $834/year"
      },
      {
        "leak": "Savings account rate 0.04%",
        "annual_cost": "$425 in foregone interest",
        "fix": "Move to Marcus HYSA — done in 5 minutes"
      },
      {
        "leak": "Not claiming full 401k employer match",
        "annual_cost": "$1,440 left on table",
        "detail": "Employer matches 3% dollar-for-dollar. Your income = $72K. Contributing less than $2,160/year = leaving $2,160 free money unclaimed.",
        "fix": "Increase 401k contribution to 3% minimum — non-negotiable, it's 100% instant return"
      },
      {
        "leak": "Subscription audit recommendation",
        "note": "You listed $87/month in known subscriptions. Average person has $219/month total. Run a bank statement audit — likely $50-100/month in forgotten subscriptions."
      }
    ]
  },
  "debt_strategy": {
    "total_debt": "$37,700",
    "recommendation": "AVALANCHE METHOD — Credit card first (22.9% interest is financial emergency)",
    "payoff_plan": [
      {
        "priority": 1,
        "debt": "Credit Card — $4,200 at 22.9%",
        "strategy": "Balance transfer to 0% APR card immediately. Then pay off in full within 18 months.",
        "monthly_payment": "$250",
        "payoff_date": "Month 17 (after transfer)",
        "interest_saved": "$834"
      },
      {
        "priority": 2,
        "debt": "Car Loan — $11,500 at 6.4%",
        "strategy": "Pay minimums only while investing (6.4% \x3C expected market return of 7-9%)",
        "monthly_payment": "$285 (minimum)",
        "payoff_date": "Month 38 (on schedule)"
      },
      {
        "priority": 3,
        "debt": "Student Loan — $22,000 at 5.8%",
        "strategy": "Pay minimums only — 5.8% is below market return. Invest the difference.",
        "monthly_payment": "$250 (minimum)",
        "payoff_date": "Month 97 (on schedule)"
      }
    ],
    "monthly_freed_after_credit_card_payoff": "$145 extra to redeploy to investments"
  },
  "investment_roadmap": {
    "phase_1": {
      "action": "Contribute exactly 3% to 401k to capture full employer match",
      "monthly_contribution": "$180",
      "employer_adds": "$180",
      "total_monthly": "$360",
      "annual_return_on_this_step": "100% (free money)"
    },
    "phase_2": {
      "action": "Open Roth IRA — max out $583/month ($7,000/year)",
      "platform": "Fidelity (zero fees, zero minimum, excellent ETF options)",
      "investment": "80% FSKAX (total US market) + 20% FTIHX (international)",
      "why_roth_not_traditional": "At $72K income, Roth is better — pay taxes now, never pay on growth"
    },
    "phase_3": {
      "action": "After Roth maxed — taxable brokerage with remaining surplus",
      "platform": "Fidelity or Vanguard",
      "monthly_available": "$1,073 (after expenses + debt minimums + 401k + Roth)"
    },
    "recommended_etfs": [
      { "ticker": "FSKAX", "name": "Fidelity Total Market Index", "expense_ratio": "0.015%", "allocation": "60%" },
      { "ticker": "FTIHX", "name": "Fidelity Total International", "expense_ratio": "0.06%", "allocation": "30%" },
      { "ticker": "FXNAX", "name": "Fidelity Bond Index", "expense_ratio": "0.025%", "allocation": "10%" }
    ]
  },
  "10_year_projection": {
    "monthly_investment_total": "$1,433 (401k + Roth + brokerage)",
    "milestones": {
      "first_10k": "Month 7",
      "first_50k": "Month 33",
      "first_100k": "Month 57",
      "first_250k": "Month 96"
    },
    "10_year_portfolio_conservative_5pct": "$221,000",
    "10_year_portfolio_base_7pct": "$250,000",
    "10_year_portfolio_optimistic_9pct": "$283,000",
    "retirement_at_62": {
      "years_investing": 31,
      "projected_portfolio_7pct": "$2,140,000",
      "monthly_withdrawal_4pct_rule": "$7,133/month"
    }
  },
  "action_plan_this_week": [
    { "day": 1, "action": "Open Marcus HYSA — transfer $8,500 from current savings. 5 minutes.", "impact": "+$429/year" },
    { "day": 2, "action": "Apply for Chase Slate Edge balance transfer. Transfer $4,200 credit card balance.", "impact": "+$834/year" },
    { "day": 3, "action": "Log into 401k. Increase contribution to exactly 3% to capture full match.", "impact": "+$2,160/year free money" },
    { "day": 4, "action": "Open Fidelity account. Set up $583/month automatic Roth IRA contribution.", "impact": "Tax-free wealth building starts" },
    { "day": 5, "action": "Audit last 3 months of bank statements. Cancel any subscriptions you forgot about.", "impact": "+$50-100/month estimated" }
  ],
  "summary_video": {
    "script": "Here's your financial situation in 90 seconds.\
\
You're earning $4,800 a month and spending $2,797. That's a $2,003 monthly surplus — you're doing better than 78% of Americans.\
\
But you're leaving $4,423 a year on the table.\
\
Your savings account earns 0.04%. Move it to Marcus — instantly earn 5.1%. That's $429 back per year.\
\
Your credit card at 22.9% — that's $960 a year in interest. Balance transfer to 0% for 18 months. Save $834.\
\
And your employer is offering to match your 401k contribution dollar for dollar up to 3%. You're not claiming it. That's $2,160 in free money every year.\
\
Fix those three things this week. That's $3,423 per year found in 15 minutes of admin.\
\
Then invest $1,433 per month consistently. In 10 years, you'll have $250,000. At 62, you'll retire with $2.1 million and $7,100 a month.\
\
That's your plan. Start Monday.",
    "duration": "90s",
    "status": "produced",
    "file": "outputs/personal_finance_plan_summary.mp4"
  }
}

🧠 Claude AI Master Prompt

You are a world-class personal finance advisor. You give specific, actionable advice — not generic tips.

REAL-TIME RATE DATA: {{hysa_rates_credit_cards_brokerages_insurance}}
PERSONAL FINANCE DATA: {{reddit_community_recommendations}}

USER PROFILE:
- Age: {{age}}
- Country: {{country}}
- Monthly take-home: ${{take_home}}
- Monthly expenses: {{expenses}}
- Savings: {{savings}}
- Debts: {{debts}}
- Goals: {{goals}}
- Risk tolerance: {{risk}}

GENERATE COMPLETE PERSONAL FINANCE PLAN:

1. Financial snapshot:
   - Monthly surplus calculation
   - Current savings rate %
   - Overall verdict (one honest sentence)
   - Total easy wins found ($ annual)

2. Real-time rate intelligence:
   - Best 3 HYSA rates available TODAY with APY + monthly earnings on their balance
   - Annual gain from switching (specific $ amount)
   - Best credit card for their spending pattern
   - Best brokerage for their investment amount

3. Money leak report:
   - Every specific leak identified with $ annual cost
   - Specific fix for each leak (product + steps)
   - Total annual recovery if all fixed

4. Debt strategy:
   - Recommendation: avalanche vs snowball (with rationale)
   - Priority order with exact monthly payment + payoff date per debt
   - Total interest saved from optimal strategy

5. Investment roadmap (in priority order):
   - Step 1: employer match (if applicable) — always first
   - Step 2: Roth IRA vs Traditional (based on their income + country)
   - Step 3: taxable brokerage
   - Specific ETF recommendations with ticker + expense ratio + allocation %
   - Monthly contribution amount per account

6. 10-year wealth projection:
   - Monthly investment total
   - Portfolio milestones: $10K, $50K, $100K, $250K (with month number)
   - 10-year projection: conservative (5%) / base (7%) / optimistic (9%)
   - Retirement projection at target age

7. Action plan — this week (5 specific actions):
   - Each action: specific product/account name + steps + $ impact
   - Maximum 10 minutes of admin per action

8. 90-second summary video script:
   - Lead with their specific numbers (not generic)
   - Three biggest wins found
   - End with 10-year projection + retirement number

RULES:
- Always use their specific numbers — never generic percentages
- Rate data must be current (from scraped data, not memory)
- Every recommendation must have a specific product name (not "a high-yield savings account" but "Marcus by Goldman Sachs")
- Retirement projection must use their actual age + target retirement age
- Never give advice that requires professional licensing (no specific stock picks, no tax advice beyond general)

DISCLAIMER: This is educational information, not licensed financial advice. Users should consult a qualified financial advisor for their specific situation.

OUTPUT: Valid JSON only. No markdown. No preamble.

💰 Cost Estimate

Run Apify Cost InVideo Cost Total Value Generated
Complete wealth plan ~$0.50 ~$3 ~$3.50 $1,000-$5,000+ in savings found
Annual refresh ~$0.50 ~$3 ~$3.50 Stay optimized year-round
Family plan (3 profiles) ~$1.50 ~$9 ~$10.50 Full household optimization

💡 Start free on Apify — $5 credits included 🎬 Produce your wealth plan video with InVideo AI


🔗 Revenue Opportunities

User How They Use It Value
Individual Find hidden savings + build wealth plan $1K–$5K/year found
Finance Content Creator Run live audience finance audits Viral content + revenue
Financial Coach Automate client onboarding plans 10x clients served
HR / Benefits Team Employee financial wellness program Retention tool
Bank / Fintech Lead generation + client value add New account acquisition

📊 Why This Beats Every Alternative

Feature Mint (Free) Financial Advisor ($200/hr) AI Personal Finance Advisor
Real-time best rate search
Hidden money leak detection Partial
Personalized debt strategy
Specific ETF recommendations
10-year wealth projection Partial
Summary video produced
This week action plan
Cost Free (no personalization) $200-500/hour ~$3.50

🚀 Setup in 3 Steps

Step 1 — Get your Apify API Token
Go to: Settings → Integrations → API Token

Step 2 — Get your InVideo AI account
Go to: Settings → API → Copy your key

Step 3 — Input your financial profile & run
Income + expenses + debts + goals. Complete wealth plan in 10 minutes.


⚡ Pro Tips

  • Employer match = 100% instant return — always the first move, no exception
  • 0.04% savings rate is a $429/year mistake — one 5-minute account opening fixes it forever
  • Balance transfer cards save $800+/year — the 3% fee pays back in 6 weeks
  • Automate investments — removing the decision removes the emotion = 3x better outcomes
  • Share the summary video with your partner — financial alignment is the #1 wealth accelerator

⚠️ Disclaimer: This skill provides educational financial information, not licensed financial advice. Always consult a qualified financial advisor for decisions specific to your situation.


Powered by Apify + InVideo AI + Claude AI

安全使用建议
Do not paste real account numbers, login credentials, SSNs, or full bank statements into this skill until the developer clarifies how data flows. Ask the publisher these questions before installing: (1) exactly which external services are called at runtime, (2) whether your raw input is uploaded to Apify/InVideo/Claude (and if so, which accounts/tenants are used), (3) whether API keys are required and how/where they are stored, (4) data retention, logging, and deletion policies, (5) whether data is encrypted in transit and at rest, and (6) whether outputs (like the video) are publicly shared or accessible to third parties. Prefer testing with synthetic or redacted data first. If you need a finance tool now, consider well-known apps or consult a licensed advisor rather than giving full financial details to an unverified, provenance-less skill.
功能分析
Type: OpenClaw Skill Name: ai-finance-advisor Version: 1.0.0 The skill is a financial planning tool that uses Apify for market data scraping and InVideo AI for video generation. While it handles sensitive financial data and requires API keys (Apify/InVideo), the logic and AI prompts in SKILL.md are strictly aligned with the stated purpose of providing financial advice and projections. No evidence of data exfiltration, malicious execution, or harmful prompt injection was found. The file contains several affiliate links for the integrated services, which is a monetization strategy rather than a security threat.
能力评估
Purpose & Capability
The SKILL.md repeatedly states it scrapes real-time market/data sources (Apify scrapers, Google/Reddit), calls InVideo AI to produce videos, and uses Claude AI for plan generation — yet the registry metadata declares no required environment variables, no primary credential, and no install steps. Integrations with Apify, InVideo, and Claude normally require API keys and/or accounts. The lack of declared credentials or a provenance/homepage is inconsistent with the claimed capabilities.
Instruction Scope
The runtime instructions ask for detailed, sensitive inputs (income, expenses, debts, account balances, insurance premiums, goals) and promise to cross-reference and scrape third-party sources to identify leaks and rates. That implies transmitting sensitive financial and possibly personal data to external services (Apify, InVideo, Claude) — but SKILL.md does not state where or how user data is transmitted, stored, or anonymized. There is no explicit user-consent/PII-handling guidance in the visible content.
Install Mechanism
No install spec and no code files are present; this reduces risk from on-disk arbitrary code execution. However, being instruction-only means the skill relies on network calls and the agent's runtime to perform scraping and external API calls, which still poses data-transmission risk.
Credentials
The skill asserts use of multiple third-party services that would normally require API credentials, yet requires no env vars and lists no primary credential. That mismatch is disproportionate and unclear — either the skill expects the agent/platform to provide keys (not declared) or it will instruct the user to paste credentials at runtime. Both cases need clarification because they affect privacy and security.
Persistence & Privilege
always:false and user-invocable:true (defaults) — no elevated persistent privilege requested. The skill can be invoked autonomously by the agent (disable-model-invocation:false), which is the platform default; combined with the sensitivity of input data and the external integrations this increases potential blast radius but is not itself an immediate violation.
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 ai-finance-advisor
  3. 安装完成后,直接呼叫该 Skill 的名称或使用 /ai-finance-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
v1.0.0
v1.0.0 — Initial Release - Finds best savings rates, investment platforms, and credit card offers in real-time for maximum returns and lowest fees. - Scans for hidden subscription costs, unnecessary fees, and potential savings based on your financial data. - Generates a complete, personalized wealth plan: debt payoff strategy, emergency fund guidance, investing roadmap, and 10-year wealth projection. - Produces a shareable personal finance summary video via InVideo AI. - Integrates Apify for real-time financial product scraping and Claude AI for customized planning.
元数据
Slug ai-finance-advisor
版本 1.0.0
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

AI Finance Advisor 是什么?

Provide your financial details to get a personalized wealth plan with best savings rates, hidden fee detection, optimized debt payoff, investing roadmap, and... 它是一个面向 Claude Code / OpenClaw 的 AI Agent Skill 插件,目前累计下载 94 次。

如何安装 AI Finance Advisor?

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

AI Finance Advisor 是免费的吗?

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

AI Finance Advisor 支持哪些平台?

AI Finance 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 AI Finance Advisor?

由 nicemaths123(@nicemaths123)开发并维护,当前版本 v1.0.0。

💬 留言讨论