Filing and Research-Note Monitoring That Only Pings You on Change
A long-running monitor built in half a day6 steps3 tools
What this scenario solves
Manually refreshing HKEX filings and broker notes daily — 90% of the time just confirming nothing changed.
Tool stack
Not the only solution, but a stack we have verified end to end. Each tool links to its full review, including who it is not for.
What you end up with
You get
A push summary only on material change, carrying what changed, impact assessment, and a link to the source.
Full steps
- 01調研目標
- 02備選 API
- 03整合策略
- 04優先級
- 05接入層的技術要點與取捨
- 06資料品質與一致性檢查
- 07整合進 Agent 框架的做法
- 08驗證方式與實作檢查清單
- 09相關文章
Articles carrying the full content
- Financial Data API Research: Injecting Market Data Capabilities into Agent Frameworks
Research on financial data APIs suitable for Agent frameworks: Hong Kong stocks, US stocks, macroeconomic data, with plans to integrate financial data analysis capabilities into OpenClaw.
2026-05-107 minRead - 公告與研報監控 Agent：變動時自動提醒你
設計一個只在有實質變動時通知你的監控 Agent：三類監控目標、抓取與去重策略、過濾雜訊的三道閘、摘要與影響評估的界線、推送分級，以及「不漏掉重大事項」與「避免通知疲勞」的平衡術。
2026-09-3010 minRead
Adjacent scenarios
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Level: Intermediate · Tracks: Finance Track · Business Track · Last verified: 2026-09-29