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I built a 9-wave morning briefing agent with Claude Code — here is the architecture

DEV Community·tellmefrankie·6 months ago
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Every trading day at 06:00 KST, a Claude Code skill runs a 9-wave analysis pipeline and delivers a structured briefing to my Telegram.

Not a single-shot prompt. Nine distinct analytical passes, each informing the next.

Here's how it works.

Why 9 waves?

A single LLM call for "give me a market analysis" produces generic output. It has no memory of what came before, no way to let macro context inform a sector read, no critique pass to catch errors.

Nine waves solve this. Each wave receives the outputs of all prior waves as context.

The 9 waves

Wave 1: Macro

Inputs: Fed data, yield curve, DXY, VIX Output: Risk-on/risk-off stance + confidence level

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