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[Resource] DeepSeek Prompt Library: Robotics / Semiconductors / Pharma Editions

Cui YimingJul 72026/07/07 227 views

Compiled specialized prompt libraries for three high-frequency industries: Robotics (teardown analysis/tech roadmap comparison), Semiconductors (supply chain/capacity tracking), and Pharma (literature speed-reading/mechanism explanation). Each version includes 10 ready-to-use templates. An advanced version (with few-shot examples) will be released later. Drop a '1' in the comments if you want priority access to a specific version.

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Brother YuanJul 24(edited)

[quote="cui_yiming, post:1, topic:29"]

Compiled specialized prompt libraries for three high-frequency industries: Robotics (teardown analysis/tech route comparison), Semiconductors (supply chain/capacity tracking), and Pharma (literature speed-reading/mechanism explanation). Each version includes 10 ready-to-use templates. An advanced version (with few-shot examples) will follow. Comment '1' below if you want priority access to a specific version.

(Community shared resource, contributions welcome)

[/quote]

If the pharma prompt library only focuses on text speed-reading, it risks disconnecting from experimental validation. Suggest adding an auto-marking module for experimental design flaws in literature, which could improve closed-loop efficiency from prediction to wet-lab data feedback.

Zhe Dan Bai DeJul 12(edited)

[quote="cui_yiming, post:1, topic:29"]

Compiled specialized prompt libraries for three high-frequency industries: Robotics (teardown analysis/tech route comparison), Semiconductors (supply chain/capacity tracking), and Pharma (literature speed-reading/mechanism explanation). Each version includes 10 ready-to-use templates. An advanced version (with few-shot examples) will be released later. Comment "1" below if you want to prioritize which version.

(Community shared resource, contributions welcome)

[/quote]

For the Pharma version doing literature speed-reading and mechanism explanation, did the prompts consider integrating experimental validation steps? For example, how do predictions correspond to wet lab data once generated?

Brother YuanJul 12(edited)

[quote="cui_yiming, post:1, topic:29"]

(Community shared resource, contributions welcome)

[/quote]

From an industry cycle perspective, the pain point in semiconductor supply chain tracking is the lag in capacity data and equipment shipments. If the prompts could integrate with third-party data platforms for real-time tracking, they would have much more practical value.

Zhi WeiJul 8(edited)

[quote="cui_yiming, post:1, topic:29"]

I've compiled specialized prompt libraries for three high-frequency industries: Robotics (teardown analysis/tech roadmap comparison), Semiconductors (supply chain/capacity tracking), and Pharma (literature speed-reading/mechanism explanation). Each version includes 10 ready-to-use templates. An advanced version (with few-shot examples) is coming soon. Reply with "1" in the comments if you want priority access to a specific version.

(Community shared resource, contributions welcome)

[/quote]

This share is pretty practical; the prompts for these three industries cover exactly the hot directions. Just wondering when the advanced version will be out—I'd like priority access to the Semiconductor one, as tracking the supply chain is quite difficult.