@Saboo_Shubham_: I'm open-sourcing /first-reader, a free agent skill that reads your draft the way an actual person would. first-reader …

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Summary

Open-sourcing first-reader, a free agent skill that simulates human readers to provide feedback on drafts by analyzing passages and reporting reactions.

I'm open-sourcing /first-reader, a free agent skill that reads your draft the way an actual person would. first-reader simulates two people going through your draft one passage at a time, and reports how they felt - what's interesting, what doesn't make sense, things they skipped and what's something they will remember the next day. A third reader just skims and tells you whether they'd have opened it at all. You point your agent at a draft and say who it's for: "review this, the audience is backend engineers who've seen ten launches this month" A few minutes later you get the read back in plain language, plus a page with your draft on it and each reader's comments sitting next to the lines they reacted to. You can see where they leaned in, where they bailed, and a strip down the side tracks their attention rising and falling as they go. Get the free, open-source skill here: https://github.com/Shubhamsaboo/awesome-llm-apps/tree/main/agent_skills/first-reader… If you find it useful, please the repo and share it with anyone interested in writing better and clearer.
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Cached at: 09/11/26, 02:42 PM

I’m open-sourcing /first-reader, a free agent skill that reads your draft the way an actual person would. first-reader simulates two people going through your draft one passage at a time, and reports how they felt - what’s interesting, what doesn’t make sense, things they skipped and what’s something they will remember the next day. A third reader just skims and tells you whether they’d have opened it at all. You point your agent at a draft and say who it’s for: “review this, the audience is backend engineers who’ve seen ten launches this month” A few minutes later you get the read back in plain language, plus a page with your draft on it and each reader’s comments sitting next to the lines they reacted to. You can see where they leaned in, where they bailed, and a strip down the side tracks their attention rising and falling as they go. Get the free, open-source skill here: https://github.com/Shubhamsaboo/awesome-llm-apps/tree/main/agent_skills/first-reader… If you find it useful, please the repo and share it with anyone interested in writing better and clearer.


Shubhamsaboo/awesome-llm-apps

Source: https://github.com/Shubhamsaboo/awesome-llm-apps

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  • 👁️ First Reader - Simulates real readers going through your draft and reports where they lose interest, where they stop reading, and what they remember afterward, without rewriting a word
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