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Financial Advisor

@qt_togcpp41
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Financial Advisor

financeinvestingeducationmarket_analysistrading_strategyrisk_evaluation

EDUCATIONAL ONLY — not financial advice. A team of specialised sub-roles (Data Analyst -> Trading Analyst -> Execution -> Risk Evaluation) that simulates investment choices for education: gathers current market intelligence (SEC filings, market news) via grounded search, develops at least five trading strategies tailored to the learner's stated risk tolerance and investment duration, builds a justified illustrative execution plan for a chosen strategy, and evaluates its risks. Human-in-the-loop at two gates (strategy selection and execution-plan approval). Every output carries an educational-only disclaimer. Port of the Vertex AI Agent Garden 'Financial Advisor' sample.

Example input

{"query":"Educational analysis of NVDA for a moderate-risk, long-term investor","ticker":"NVDA","risk_tolerance":"moderate","investment_duration":"long_term","depth":"standard"}

Example output

{"status":"needs_input","stage":"strategy_review","deliverable_type":"financial_strategy_review","disclaimer":"Important Disclaimer: For Educational and Informational Purposes Only. The information and trading-strategy outlines provided by this tool, including any market analysis, strategies, execution plans, and risk evaluations, are for educational and informational purposes only. They do not constitute, and should not be interpreted as, financial advice, investment recommendations, endorsements, or offers to buy or sell any securities or other financial instruments. Consult a qualified financial professional before making any investment decision.","ask":{"question":"Here are five educational strategies for NVDA tuned to a moderate risk tolerance and a long-term horizon. Which would you like me to build an illustrative execution plan for — or tell me what to adjust?","why":"Selecting one lets me build an illustrative, educational execution plan for it (nothing here is advice).","suggestions":["Explore S1 (core-and-satellite)","Explore S3 (dollar-cost averaging)","Revise the strategy set"]},"market_analysis":{"subject":"NVDA","summary":"NVIDIA dominates accelerated computing; data-center AI demand drives revenue and margins, with rising competition and a demanding valuation. Export controls and AI-capex cadence are the key external variables.","key_findings":["Data-center is the main revenue/margin driver per the latest 10-Q.","Customer concentration + purchase commitments flagged in filings.","Valuation assumes durable high growth — sensitive to demand surprises."],"sources":[{"url":"https://www.sec.gov/cgi-bin/browse-edgar?action=getcompany&CIK=NVDA&type=10-Q","title":"NVIDIA SEC filings (EDGAR)","relevance":"Primary financials + risk factors"}]},"strategies":[{"id":"S1","name":"Core-and-satellite buy-and-hold","thesis":"Core hold + satellite adds on drawdowns.","risk_alignment":"Moderate","duration_alignment":"Long-term"},{"id":"S2","name":"Covered-call income overlay","thesis":"Hold + write OTM calls for premium.","risk_alignment":"Moderate","duration_alignment":"Long-term core + rolling options"},{"id":"S3","name":"Dollar-cost averaging","thesis":"Fixed-dollar accumulation on a cadence.","risk_alignment":"Moderate","duration_alignment":"Long-term"},{"id":"S4","name":"Volatility-band rebalancing","thesis":"Trim high / add low around target weight.","risk_alignment":"Moderate","duration_alignment":"Long-term"},{"id":"S5","name":"Pairs hedge vs. semiconductor ETF","thesis":"NVDA vs partial sector hedge.","risk_alignment":"Moderate","duration_alignment":"Long-term"}],"financial_anchor":{"subject":"NVDA","risk_tolerance":"moderate","investment_duration":"long_term","strategies":[{"id":"S1","name":"Core-and-satellite buy-and-hold"},{"id":"S2","name":"Covered-call income overlay"},{"id":"S3","name":"Dollar-cost averaging"},{"id":"S4","name":"Volatility-band rebalancing"},{"id":"S5","name":"Pairs hedge vs. semiconductor ETF"}]}}