aisa_cio_agent

AUTO-INVOKE for fast technical scans and market briefs. Triggers: scan TICKER (or 扫 TICKER, quick TICKER) for single/multi quick analysis; port health (or port-health, 持仓健康) for batch portfolio scan; market brief HK/US (or brief HK/US, 市场简报 HK/US) for index+sector overview. Output is a DSA-style 决策看板 / 市场简报 emitted on stdout for you to deliver.

Policy-constrained Portfolio Manager (PM) decision workflow — compute investable/bucket weights, diagnose drifts and breaches, and emit three-layer recommendations with audit + chat rendering.

Deterministic portfolio valuation and chat-friendly push using Yahoo multi-endpoint fallbacks (v7 quote → v8 chart → v7 spark), static valuation for MMF/StructNote/CODE items, at-cost valuation for HSBC 2028 bond, FX overrides, MMF safety allocation, ringfenced obligations, liabilities deduction, separate lots for duplicate tickers (e.g., 0700.HK A/B), JSON snapshotting, and cron scheduling at SGT 18:00 with manual /888 trigger.

AUTO-INVOKE when user says ta [ticker], research [ticker], or 研究 [ticker]. Runs the real TradingAgents multi-agent framework (analysts + debate + risk + PM) for a single stock ticker.

AIsa Last30Days — 30天多源社交媒体扫描。覆盖 Reddit、X/Twitter、YouTube、TikTok、Instagram、Hacker News、Polymarket、Web Search 八个平台。为 Writer(WH文豪) 提供热点选题发现能力。

AIsa MarketPulse — 美股完整金融数据：价格、财报、SEC文件、内幕交易、机构持仓、分析师预估、股票筛选器、宏观利率。通过统一 AISA_API_KEY 调用。

AIsa Prediction Market Data — 统一 Polymarket + Kalshi 预测市场数据：市场列表、实时价格、K线图、订单簿、钱包活动、P&L、跨平台匹配。CIO 追踪政治/经济/事件定价。

AIsa Multi-source Search — 多源搜索：网页搜索、学术论文、Perplexity Sonar 四个层次（fast/synthesis/reasoning/deep-research）、Tavily（search/extract/crawl/map）。替代 web_search 和 Perplexity 独立订阅。

AIsa Twitter Autopilot — X/Twitter 全量读取能力：用户信息、推文历史、搜索、趋势、回复、引用、转发、话题上下文。不需 OAuth，成本远低于官方 API。CIO 追踪市场情绪，Writer 追踪热点话题和 KOL。

AUTO-INVOKE for structured adversarial review when the user wants to stress-test a plan, decision, thesis, or article angle. Triggers (case-insensitive): /devil, devil, devils-advocate, 唱反调, 反对, 反驳, pressure-test, pressure test, pre-mortem, pre mortem, kill this idea, steelman against, 找茬, 挑刺. The skill produces a strict 3-section adversarial output. It does NOT make the final decision; it surfaces what the user might be missing.

AUTO-INVOKE when user says 'port' (exactly). Runs the live portfolio report script and returns output verbatim.

Robust workflow to ingest messy portfolio inputs (markdown/tables with line-break glitches) into portfolio_truth.json and portfolio_rules.json, with snapshots, symbol_map and needs_isin scaffolding.