Buy-side deep-read of a US company earnings report producing a brand-styled single-page HTML report with consensus scorecard, growth/margin/cash quality checks, transcript signals, and overlooked-detail insights. TRIGGER when: analyze a US earnings report or quarter results, post-earnings deep dive, earnings quality review, or a Chinese-language US earnings analysis request for a specific ticker. DO NOT USE when: earnings calendar lookup, pure fair-value work, non-US issuers, or general stock analysis without a reported quarter.

5-day capital flow momentum dashboard across US, Japan, South Korea, and Hong Kong markets — 3-section output: hero inflow/outflow ETF scorecards, detailed flow data table, and market sentiment monitor. TRIGGER when: user asks for cross-market capital flow momentum, global money flow pulse, 5-day market flow snapshot, inflow/outflow ETF ranking, or capital flow dashboard. DO NOT USE when: user wants single-stock analysis, sector rotation, or long-term macro regime diagnosis.

Fetch a quick daily snapshot of major market indexes and key stock quotes. TRIGGER when: user asks for daily market overview, morning briefing, how the market is doing today, major index levels. DO NOT USE when: user wants deep analysis, stock screening, or valuation work.

Generate interactive Sankey diagrams visualizing income statement flow from revenue to net income. TRIGGER when: Sankey diagram, income statement visualization, financial flow chart. DO NOT USE for: balance sheet, cash flow, or non-financial charts.

Surfaces constituent stocks within the strongest capital-inflow ETFs and monitors whether their trading heat has become overheated, scoring each on 5-day price momentum, 10-day large-order concentration, and institutional flow trend. TRIGGER when: ETF inflow constituent analysis, smart-money momentum screen, overheating alert, flow-confirmed hot stock ranking. DO NOT USE when: single-stock deep-dive, portfolio allocation, pure sector rotation, or general market overview.

Serenity-style supply-chain bottleneck hunter for thematic investing. Map a hot theme into its value chain, find the scarce/hard-to-scale layer, then rank companies and fund directions by how close they sit to the real chokepoint — backed by filings-grade evidence. TRIGGER when: 用 Serenity 的方式看 / 产业链/供应链/卡点/瓶颈研究, "AI半导体/机器人/CPO/算力/电力设备/创新药 哪个方向/哪只票最值得研究", rank candidates by chain position, challenge whether a company is a real core supplier. DO NOT USE for single-stock quick checks (stock-analysis), pure valuation/DCF (valuation-matrix), or factor screening without a chain thesis (stock-screener).

Analyze and visualize retail sentiment of a stock on Xueqiu. TRIGGER when: user asks to summarize Xueqiu sentiment, retail views, or public opinion on a specific ticker.

Price-volume trend/momentum signal engine — CTA-lite proxy: MTF momentum, Donchian breakout, MA filter, volume gate, risk-parity sizing, regime dial, drawdown/vol-shock overlay, walk-forward backtester. TRIGGER when: 量价/趋势/动量/CTA signals, buy/sell/trim/hedge today, scanning Nasdaq-100 for trend/breakout candidates, rebalancing a trend book, backtesting this strategy. DO NOT USE when: fundamental/earnings analysis, valuation/DCF, options pricing, futures/multi-asset CTA execution, macro views.

Pick the top 3 US short-put opening candidates from a defined option-income universe using fresh quotes, charts, earnings checks, and option-chain data. TRIGGER when: user asks to find, pick, rank, or choose US options to open today. DO NOT USE when: user asks about HK options, existing-position management, ETF allocation, broad stock valuation, or paper-trade execution.

HK IPO hunter: fetch active HK IPO subscriptions via driven calendar, then pull Xueqiu discussions and synthesize ALL 8 analysis dimensions (fundamentals, sector heat, AH valuation, peers, supply/demand, market variables, margin financing, probability × odds) entirely from those discussions — no other data sources. TRIGGER when: user asks to hunt, screen, or evaluate active HK IPOs for subscription. DO NOT USE when: user wants to analyze an already-listed HK stock, a US IPO, or a CN A-share IPO.

One press, one pick. The "luck" is fully engineered: a three-pass sweep (screener + earnings catalysts + big movers) builds the pool, 4-dimension scoring crowns a single winner, and a fresh-data deep dive delivers an 8-section report with buy/abandon triggers. US by default; HK/CN on request. TRIGGER when: user asks for a daily/fresh stock idea without naming a ticker.

'Analyzes daily market sentiment across 7 dimensions (sentiment scoring, macro context, global markets, commodities, portfolio status, and prioritized action recommendations) and delivers investment advice tailored to your current holdings. Input your positions to receive daily portfolio action recommendations; issue a review command to compare against the previous day''s actual market performance and automatically recalibrate the 7-dimension weights. TRIGGER when: user asks for daily investment report, 七维度日报, 七度空间日报, 终极决策日报, 投资决策日报, daily briefing, or when the scheduled daily run fires. DO NOT USE when: user asks for single-stock analysis, portfolio risk diagnostics, or standalone macro research.'