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serenity

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Use when evaluating US stocks through Serenity / @aleabitoreddit's AI and semiconductor supply-chain lens: upstream chokepoints, photonics/CPO bottlenecks, hyperscaler capex, institutional rotation, dilution risk, and thesis validation.

When to use

• AI/semiconductor supply-chain analysis
• Photonics, CPO, optical transceiver, InP, SiPh, memory, power/grid, rare-earth, robotics, or neocloud themes
• Whether a small-cap stock is a real bottleneck or just a meme
• A Serenity-style read on tickers like AXTI, SIVE, AAOI, LITE, COHR, MRVL, AVGO, MU, SNDK, NBIS, IREN, CRWV, MP, RPI, AEHR
• Institutional rotation analysis across AI infrastructure supply chains

When not to use

• The request is mainly crypto narrative or memecoin flow. Use `ansem-crypto` instead.
• The company has no plausible upstream supply-chain role.
• The thesis is only social hype with no technical, customer, or revenue validation path.
• Current filings, dilution, liquidity, or balance-sheet data are unavailable.
• The user wants blind copy-trading of Serenity's posts.

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