Demo · 15 minutes sped up to 60 seconds

An amateur gets a pro report in ~15 minutes.

$TAYMO · Finhay MCP + /stock + Claude

An amateur making a pro report
in 15 minutes?

✳Claude DesktopMac / Windows
📱Claudeon mobile
◎ChatGPTApps → Finhay
Claude
Good evening 👋  What would you like to do today?
Open Claude Desktop — or Claude on mobile, or ChatGPT
Step 1 · Connect Finhay MCP
Claude · Settings
Customize
Skills
Connectors
Plugins
Connectors
Finhay
Finhay Community
Track Vietnam markets & stock portfolio
ChatGPT · Plugins
Plugins
Finhay
Finhay
Track Vietnam markets & stock
Sign in
IndividualBusiness
Phone numberEnter your phone number
PasswordEnter your password
Sign in with QR codeOpen the Finhay app on your device and scan the QR code to sign in.
✓ Finhay connected
Claude: Connectors · ChatGPT: Plugins → search "Finhay" → connect → sign in. Done.
Step 2 · Install the /stock skill
What does /stock do?
  • 🧠 9 AI "experts" debate one ticker
  • 📊 Scores 4 gates × 25 points with explicit thresholds
  • 📄 Exports a ~5-page PDF report
  • 🚫 Never says BUY/SELL — only conditions
How to install?
In Claude: Settings → Skills → + Add → pick stock-skill.zip
⬇
stock-skill.zip
9-role investment committee · PDF export
✓ Skill /stock enabled
Using Claude Code? Drop the file in and type:
Download stock-skill.zip → Settings › Skills › upload. Install once, then type /stock <ticker>
Step 3 · Type /stock VNM
Finhay MCP · 10 calls
Claude is reading the data and running the 9-role debate...
Fetch Finhay data · ~2s
Claude analysis + writing · ~15 min
PDF export · ~5s
Finhay returns data in a few hundred milliseconds — the slow part is Claude reading and debating
01Fundamentals
02Valuation
03Technicals
04Risk manager
05Macro
06Industry
07Portfolio manager
08Devil's advocate
09 Amateur Wall Street makes the call
"Why could this stock fall 20–30%?"
9 roles debate — the devil's advocate must find reasons NOT to buy
VNM · 07/08/2026
0/100 Grade A
Business
21
Valuation
19
Technicals
16
Risk
20
4 gates × 25 points, anchored to explicit thresholds
VNM · Công ty Cổ phần Sữa Việt Nam (Vinamilk)07/08/2026
76/100 · A

Sau bốn năm EPS gần như đứng yên (+2,5%/năm), quý 2/2026 doanh thu tăng 12,7% và LNST tăng 28,0% so với cùng kỳ với biên gộp 43,53% cao nhất 5 quý — trong khi P/E 12,03 nằm ở percentile 6,9% của 29 quý và cổ tức 7,11%.

Jev summary

Bright spot
P/E 12,03 ở percentile 6,9% của 29 quý; chỉ một quý trong bảy năm rẻ hơn.

Key risk
SCIC nắm 36%, kịch bản thoái vốn nhà nước luôn treo trên đầu.

5-page PDF + a summary selected by TypeSafe Jev from the report itself (Vietnamese)

such report. very wow.

The skill walks you through connecting Finhay MCP if you have not yet. Details: fhsc.com.vn/finhay-mcp

⬇ Download /stock skill for Claude (.zip)  See real reports
⬇ Download skill (.zip)

Sped up: a real run takes ~15 minutes, almost all of it Claude thinking. Per-call Finhay times shown are illustrative, based on measured times under 250 ms per call. Report figures are as of the analysis date and are not investment advice.

Disclaimer

Please read carefully before using any content, report or tool on this site.

  1. Personal project. Amateur Wall Street ($TAYMO) is a personal, non-commercial project sharing a tool-usage experience. “$TAYMO” is just a fun name — not a token, cryptocurrency, investment fund or financial institution. The project does not represent and is not sponsored or endorsed by Finhay, FHSC, Anthropic, OpenAI, TypeSafe or any securities firm.
  2. Not investment advice. All content on this site — reports, scores, grades, target prices, valuation scenarios and summaries — is for reference and to illustrate how the tools work. It is not a recommendation to buy, sell or hold any security, nor investment, financial, legal or tax advice, and is not provided by a licensed securities professional.
  3. AI-generated content. Reports are generated automatically by an AI model following the /stock skill workflow. The AI can misread, miscalculate or omit information, and two runs may differ. Valuations follow from the stated assumptions — wrong assumptions produce wrong results.
  4. Data may be wrong or outdated. Figures come from Finhay MCP as of the date on each report and may be delayed, differ from audited financial statements or have changed since. Some figures in the demo (e.g. response times) are illustrative only. Times on this site are Vietnam time (GMT+7).
  5. Investment risk. Investing in securities involves risk, including the loss of part or all of your capital. Past performance does not guarantee future results. Verify with official sources (financial statements, HOSE/HNX/SSC disclosures) and consider consulting a licensed professional before deciding.
  6. Your own responsibility. You are solely responsible for your investment decisions. The author accepts no liability for any direct or indirect loss arising from the use of the content or tools on this site.
  7. /stock skill shared “as is”. The /stock skill package (stock-skill.zip: workflow, Python code and references) is shared free of charge, as is, without any warranty of accuracy, completeness or fitness for a particular purpose. Install and use it at your own risk. Finhay MCP is read-only — all trades must be placed in the Finhay app.
  8. Trademarks. Finhay, Claude, ChatGPT, TypeSafe and related names and logos belong to their respective owners and are mentioned only to describe how the tools connect and are used.

Official Finhay MCP information: fhsc.com.vn/finhay-mcp