aeon ⭐
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@aeonframework
The most autonomous agent framework ⭐ No approval loops. No babysitting. Configure once, forget forever.
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The @aeonframework skill of the day 🌟 🗓️ 4th June ▶️ Name: Paper-Pick ▶️ What is it about? A research scout that picks the one paper you should actually read today. It pulls Hugging Face's daily papers (or searches a topic you hand it), reads the last 7 days of its own logs so it never recommends the same thing twice, then ships a single recommendation with a one-line "why this is worth your time". If nothing clears the bar, it stays quiet. ▶️ How it works behind the scenes ✴️It scopes the search. With a topic — curl huggingface.co/api/papers/sea…{topic}. Without one — curl huggingface.co/api/daily_pape…. Free, no key, no rate limit. The same endpoint Hugging Face's own daily page runs on. ✴️It checks its own memory. Reads memory/MEMORY.md for active research threads and the last 7 days of memory/logs/ to filter out anything already covered. The agent has continuity and it knows what it told you last Tuesday. ✴️It widens the net when results are thin. If the API returns weak hits or the topic is niche, it falls back to WebSearch for "{topic} paper 2026 site:arxiv.org" catches preprints the HF index missed. ✴️It picks one, not five. The criteria are public: novelty × relevance × practical implication × community upvotes. Skipping past anything already in the logs. The output is a single paper with a curation choice, not a digest. ✴️It writes a one-liner you can act on. Title, authors, ↑upvotes, then a single sentence on why this paper, today, then [Read] and [PDF] links straight to arXiv. No abstract dump. No five-paragraph summary. The reader either opens it or doesn't. ✴️It logs the trail. Appends to memory/logs/{today}.md what was picked and why, so tomorrow's run inherits context instead of recommending the same paper from a different angle. ✴️It tolerates silence. If the daily list is mid and nothing clears the bar, it logs PAPER_PICK_OK and ends. No filler. The series compounds because the bar is real. ▶️ Demo: Run paper-pick today against Hugging Face's trending papers and ship the single best one. Result ⤵️ arxiv.org/abs/2605.27492
