Stock Picker Orchestratorv1.0.3

An individual investor with a Vietnamese stock portfolio wants to identify undervalued stocks in the banking sector for potential investment. The orchestrator would classify this as a Multi-Ticker/Universe Screening request, use the Standard budget preset to analyze sector data via vnstock-free-expert, and provide ranked outputs with confidence levels and risk flags.

A financial analyst at a research firm needs a comprehensive analysis of a single ticker (e.g., VIC) for a client report. The orchestrator would route this as a Single-Ticker Deep Dive, apply a Deep budget preset to fetch financials, macro/news context, and full valuation via equity-valuation-framework, and output a detailed thesis with assumptions and gaps.

A portfolio manager overseeing a Vietnam-focused fund requires a periodic refresh of holdings against macro and news signals. The orchestrator would trigger a Portfolio Refresh mode, integrate macro monitors and portfolio-risk-manager, and produce rebalance candidates with risk controls and next-step options for decision-making.

A corporate strategist at a manufacturing company wants to understand how recent US macro news affects Vietnamese industrial stocks. The orchestrator would classify this as a Macro/News-Led Investigation, prioritize context from macro/news monitors, validate impacted tickers, and provide quick valuation insights with confidence levels.

A retail trader looks to screen multiple stocks for short-term trading based on recent market narratives. The orchestrator would use a Light budget preset for Multi-Ticker/Universe Screening, limit vnstock calls and news depth, and output quick results with risk flags and practical follow-up actions like deepening top candidates.

A fintech firm offers premium stock analysis services to subscribers, using this orchestrator to automate and scale recommendations. Revenue is generated through monthly or annual subscription fees, with tiered plans based on analysis depth (e.g., Light vs. Deep budgets) and access to real-time data.

A company licenses this orchestrator as part of a larger analytics platform for institutional clients like banks and hedge funds. Revenue comes from licensing fees, custom integration projects, and support services, leveraging the skill's ability to coordinate multiple data sources under budget controls.

An investment app provides free basic stock screening using the Light budget preset, with upsells to advanced features like deep dives and portfolio refreshes via in-app purchases or premium tiers. Revenue is driven by ad-supported free users and conversions to paid plans for enhanced analysis.