[{"data":1,"prerenderedAt":-1},["ShallowReactive",2],{"skill:01M6H247WQ8AHRTW20C3VRR747":3,"skill-same:01M6H247WQ8AHRTW20C3VRR747":87},{"skillNo":4,"name":5,"nameZh":6,"description":7,"descriptionZh":6,"repositoryFullName":8,"ownerLogin":9,"ownerAvatarUrl":10,"ownerAccountNo":11,"ownerDisplayName":12,"repositoryNo":13,"starsCount":14,"licenseSpdxId":15,"licenseFileUrl":6,"sourceHtmlUrl":16,"categories":17,"keywords":23,"publishedAt":45,"linkOnly":46,"markdownContent":47,"markdownBody":48,"frontMatter":49,"refName":50,"commitSha":51,"skillDirectory":52,"forksCount":53,"repositoryHtmlUrl":54,"repositoryHomepageUrl":6,"ownerHtmlUrl":55,"ownerBlogUrl":56,"ownerDescription":57,"updatedAt":58,"install":59,"resources":72},"01M6H247WQ8AHRTW20C3VRR747","aeon-paper-pick",null,"Surface the one AI \u002F ML paper to read today from Hugging Face Papers, with the central claim,\nwhy it's worth an hour, where it might be wrong, and a time-budgeted read order. Filters out\npure benchmark-chasing and incremental scaling reports. Use as a daily morning brief input\nfor AI-savvy operators.\nTriggers: \"one paper to read today\", \"best AI paper today\", \"what's the must-read paper\",\n\"HF Papers top pick\".","jiayaoqijia\u002Fcryptoskill","jiayaoqijia","https:\u002F\u002Favatars.githubusercontent.com\u002Fu\u002F1453879?v=4","01M6GMYTX7Q7S504VC6E756ENR","YQ","01M6GMYV1QKJ1CC75MTTGT9PR0",81,"AGPL-3.0","https:\u002F\u002Fgithub.com\u002Fjiayaoqijia\u002Fcryptoskill\u002Fblob\u002Fmain\u002Fskills\u002Ftrading\u002Fbankrbot-official-aeon-paper-pick\u002FSKILL.md",[18],{"categoryNo":19,"categoryName":20,"taxonomyType":21,"taxonomyTypeDesc":22},"01JBSEEDCAT000000000000021","资料检索与研究","SCENARIO","使用场景",[24,25,26,27,28,29,30,31,32,33,34,35,36,37,38,39,40,41,42,43,44],"aeon","pick","aeon paper pick","paper","scaling","morning brief","for","top","papers","with","as","triggers","operators","ml","time","claim","reports","filters","daily","use","brief","2026-11-10 10:12:30",false,"---\nname: aeon-paper-pick\ndescription: |\n  Surface the one AI \u002F ML paper to read today from Hugging Face Papers, with the central claim,\n  why it's worth an hour, where it might be wrong, and a time-budgeted read order. Filters out\n  pure benchmark-chasing and incremental scaling reports. Use as a daily morning brief input\n  for AI-savvy operators.\n  Triggers: \"one paper to read today\", \"best AI paper today\", \"what's the must-read paper\",\n  \"HF Papers top pick\".\n---\n\n# aeon-paper-pick\n\nOne paper per day. Not a digest — one pick, with a short brief that lets the reader decide whether to invest the next hour.\n\n## How the pick works\n\n1. Fetch last 24h of HF Papers (`https:\u002F\u002Fhuggingface.co\u002Fpapers`).\n2. Drop pure benchmark-chasing (new SOTA on existing leaderboard, no method change), incremental scaling reports, and position papers without empirical claims.\n3. Score survivors on novelty of method\u002Fframing, falsifiability of central claim, reproducibility signal (code + weights + data), and cross-discipline applicability.\n4. Pick the highest scoring. Tie-break: sharper falsifiable claim.\n\n## Brief format\n\n```\n[Paper title]\nAuthors: A, B, C (Lab)\narXiv: 2505.xxxxx\n\nCentral claim: [one sentence, plain English]\n\nWhy it's worth an hour:\n- [method shift, not benchmark bump — they replace X with Y]\n- [claim is falsifiable: ablation in §4 isolates X vs not-X cleanly]\n- [code + weights released, reproducible at home]\n\nWhere it might be wrong:\n- [training distribution is narrow — open question whether the effect transfers]\n- [comparison baseline is older than expected]\n\nRead order:\n1. §3 (method) — 8 min\n2. §4 (ablations) — 12 min\n3. §6 (limitations) — 5 min\nOptional: §5 (extended experiments)\n```\n\n## Empty days\n\nIf 0 papers survive the filter:\n\n```\nNo surviving picks today. 14 papers filtered out: 6 benchmark-chasing, 5 incremental scaling, 3 position papers.\nWorth scrolling yourself: huggingface.co\u002Fpapers\n```\n\nHonesty over manufactured picks.\n\n## Rules\n\n- One pick, not three. Three picks is a digest, and digests become wallpaper.\n- \"Where it might be wrong\" is mandatory.\n- Read order time-budgeted. Save the reader from skimming the whole PDF.\n- Cite actual sections so the reader can verify the brief.\n","# aeon-paper-pick\n\nOne paper per day. Not a digest — one pick, with a short brief that lets the reader decide whether to invest the next hour.\n\n## How the pick works\n\n1. Fetch last 24h of HF Papers (`https:\u002F\u002Fhuggingface.co\u002Fpapers`).\n2. Drop pure benchmark-chasing (new SOTA on existing leaderboard, no method change), incremental scaling reports, and position papers without empirical claims.\n3. Score survivors on novelty of method\u002Fframing, falsifiability of central claim, reproducibility signal (code + weights + data), and cross-discipline applicability.\n4. Pick the highest scoring. Tie-break: sharper falsifiable claim.\n\n## Brief format\n\n```\n[Paper title]\nAuthors: A, B, C (Lab)\narXiv: 2505.xxxxx\n\nCentral claim: [one sentence, plain English]\n\nWhy it's worth an hour:\n- [method shift, not benchmark bump — they replace X with Y]\n- [claim is falsifiable: ablation in §4 isolates X vs not-X cleanly]\n- [code + weights released, reproducible at home]\n\nWhere it might be wrong:\n- [training distribution is narrow — open question whether the effect transfers]\n- [comparison baseline is older than expected]\n\nRead order:\n1. §3 (method) — 8 min\n2. §4 (ablations) — 12 min\n3. §6 (limitations) — 5 min\nOptional: §5 (extended experiments)\n```\n\n## Empty days\n\nIf 0 papers survive the filter:\n\n```\nNo surviving picks today. 14 papers filtered out: 6 benchmark-chasing, 5 incremental scaling, 3 position papers.\nWorth scrolling yourself: huggingface.co\u002Fpapers\n```\n\nHonesty over manufactured picks.\n\n## Rules\n\n- One pick, not three. Three picks is a digest, and digests become wallpaper.\n- \"Where it might be wrong\" is mandatory.\n- Read order time-budgeted. Save the reader from skimming the whole PDF.\n- Cite actual sections so the reader can verify the brief.\n",{"name":5,"description":7},"main","3df1d0d67b30ff15236561f8c0f9f06d33f42dfd","skills\u002Ftrading\u002Fbankrbot-official-aeon-paper-pick",17,"https:\u002F\u002Fgithub.com\u002Fjiayaoqijia\u002Fcryptoskill","https:\u002F\u002Fgithub.com\u002Fjiayaoqijia","https:\u002F\u002Feth2030.com","Hardcore infra. Building @alt-research and applied cryptography.","2026-11-15 02:28:10",{"source":8,"skillName":5,"commands":60,"prompt":70,"zipAvailable":71},[61,64,67],{"tool":62,"command":63},"npx","npx skills add jiayaoqijia\u002Fcryptoskill --skill aeon-paper-pick",{"tool":65,"command":66},"bunx","bunx skills add jiayaoqijia\u002Fcryptoskill --skill aeon-paper-pick",{"tool":68,"command":69},"pnpm","pnpm dlx skills add jiayaoqijia\u002Fcryptoskill --skill aeon-paper-pick","安装技能，技能地址：https:\u002F\u002Fgithub.com\u002Fjiayaoqijia\u002Fcryptoskill\u002Fblob\u002Fmain\u002Fskills\u002Ftrading\u002Fbankrbot-official-aeon-paper-pick\u002FSKILL.md",true,[73,79,83],{"path":74,"resourceType":75,"resourceTypeDesc":76,"sizeBytes":77,"sourceHtmlUrl":78},"catalog.json","REFERENCE","参考文档",892,"https:\u002F\u002Fgithub.com\u002Fjiayaoqijia\u002Fcryptoskill\u002Fblob\u002Fmain\u002Fskills\u002Ftrading\u002Fbankrbot-official-aeon-paper-pick\u002Fcatalog.json",{"path":80,"resourceType":75,"resourceTypeDesc":76,"sizeBytes":81,"sourceHtmlUrl":82},"SOURCE.md",325,"https:\u002F\u002Fgithub.com\u002Fjiayaoqijia\u002Fcryptoskill\u002Fblob\u002Fmain\u002Fskills\u002Ftrading\u002Fbankrbot-official-aeon-paper-pick\u002FSOURCE.md",{"path":84,"resourceType":75,"resourceTypeDesc":76,"sizeBytes":85,"sourceHtmlUrl":86},"TRUST.auto.yaml",2217,"https:\u002F\u002Fgithub.com\u002Fjiayaoqijia\u002Fcryptoskill\u002Fblob\u002Fmain\u002Fskills\u002Ftrading\u002Fbankrbot-official-aeon-paper-pick\u002FTRUST.auto.yaml",[88,117,139,157,170,180],{"skillNo":89,"name":90,"nameZh":6,"description":91,"descriptionZh":6,"repositoryFullName":8,"ownerLogin":9,"ownerAvatarUrl":10,"ownerAccountNo":11,"ownerDisplayName":12,"repositoryNo":13,"starsCount":14,"licenseSpdxId":92,"licenseFileUrl":93,"sourceHtmlUrl":94,"categories":95,"keywords":96,"publishedAt":45},"01M712C436EQYE43342Q4E7GG1","recipe-performance","Diagnose a specific MetaMask user flow's real-app performance and Sentry critical-user-flow telemetry with deterministic mm-harness recipes. Use for CUF boundaries, cold\u002Fwarm\u002Fbackground-resume behavior, latency regressions, lifecycle tags, duplicate or blocking network requests, long tasks, layout\u002Fpaint cost, screen redraws, React rerenders, or browser trace analysis where tests alone cannot prove the real app.","MIT","https:\u002F\u002Fgithub.com\u002Fjiayaoqijia\u002Fcryptoskill\u002Fblob\u002Fmain\u002Fskills\u002Fwallets\u002Fmetamask-official-recipe-performance\u002FLICENSE","https:\u002F\u002Fgithub.com\u002Fjiayaoqijia\u002Fcryptoskill\u002Fblob\u002Fmain\u002Fskills\u002Fwallets\u002Fmetamask-official-recipe-performance\u002FSKILL.md",[],[97,98,99,100,101,102,103,104,105,106,107,108,109,110,111,112,113,114,115,116],"performance","recipe 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keys.","Apache-2.0","https:\u002F\u002Fgithub.com\u002Fjiayaoqijia\u002Fcryptoskill\u002Fblob\u002Fmain\u002Fskills\u002Fexchanges\u002Fmncrftfrcnm-mexc-spot-websocket\u002FLICENSE","https:\u002F\u002Fgithub.com\u002Fjiayaoqijia\u002Fcryptoskill\u002Fblob\u002Fmain\u002Fskills\u002Fexchanges\u002Fmncrftfrcnm-mexc-spot-websocket\u002FSKILL.md",[],[126,127,128,129,130,131,132,133,134,135,30,136,137,138],"mexc spot websocket","spot","websocket","api","workflows","public","listen","streams","depth","keys","api keys","maintenance","protobuf",{"skillNo":140,"name":141,"nameZh":6,"description":142,"descriptionZh":6,"repositoryFullName":8,"ownerLogin":9,"ownerAvatarUrl":10,"ownerAccountNo":11,"ownerDisplayName":12,"repositoryNo":13,"starsCount":14,"licenseSpdxId":121,"licenseFileUrl":143,"sourceHtmlUrl":144,"categories":145,"keywords":146,"publishedAt":45},"01M70XT0MBXN3WZY1BKN0CPNKR","mexc-spot-rest","MEXC Spot REST workflows for public data, signed account requests, orders, wallet\u002Fadmin actions, and secure signing without exposing API keys.","https:\u002F\u002Fgithub.com\u002Fjiayaoqijia\u002Fcryptoskill\u002Fblob\u002Fmain\u002Fskills\u002Fexchanges\u002Fmncrftfrcnm-mexc-spot-rest\u002FLICENSE","https:\u002F\u002Fgithub.com\u002Fjiayaoqijia\u002Fcryptoskill\u002Fblob\u002Fmain\u002Fskills\u002Fexchanges\u002Fmncrftfrcnm-mexc-spot-rest\u002FSKILL.md",[],[147,127,148,149,150,151,152,136,30,135,153,154,155,131,156,130,129],"mexc spot rest","REST","admin","signing","Wallet","requests","actions","secure","data","orders",{"skillNo":158,"name":159,"nameZh":6,"description":160,"descriptionZh":6,"repositoryFullName":8,"ownerLogin":9,"ownerAvatarUrl":10,"ownerAccountNo":11,"ownerDisplayName":12,"repositoryNo":13,"starsCount":14,"licenseSpdxId":121,"licenseFileUrl":161,"sourceHtmlUrl":162,"categories":163,"keywords":164,"publishedAt":45},"01M70XSYSVZ2N0N91XCAR2CAK0","mexc-futures-websocket","MEXC Futures WebSocket workflows for public streams, private account\u002Forder\u002Fposition streams, ping\u002Fpong, subscriptions, and depth maintenance.","https:\u002F\u002Fgithub.com\u002Fjiayaoqijia\u002Fcryptoskill\u002Fblob\u002Fmain\u002Fskills\u002Fexchanges\u002Fmncrftfrcnm-mexc-futures-websocket\u002FLICENSE","https:\u002F\u002Fgithub.com\u002Fjiayaoqijia\u002Fcryptoskill\u002Fblob\u002Fmain\u002Fskills\u002Fexchanges\u002Fmncrftfrcnm-mexc-futures-websocket\u002FSKILL.md",[],[165,166,128,167,168,137,30,169,134,133,131,130],"mexc futures websocket","futures","position","ping","subscriptions",{"skillNo":171,"name":172,"nameZh":6,"description":6,"descriptionZh":6,"repositoryFullName":8,"ownerLogin":9,"ownerAvatarUrl":10,"ownerAccountNo":11,"ownerDisplayName":12,"repositoryNo":13,"starsCount":14,"licenseSpdxId":92,"licenseFileUrl":173,"sourceHtmlUrl":174,"categories":175,"keywords":176,"publishedAt":45},"01M6H0ZWHVE5W04WG2DKQE2SQC","0xklen-version-and-refresh-sanctions-lists","https:\u002F\u002Fgithub.com\u002Fjiayaoqijia\u002Fcryptoskill\u002Fblob\u002Fmain\u002Fskills\u002Fpayments\u002F0xklen-version-and-refresh-sanctions-lists\u002FLICENSE","https:\u002F\u002Fgithub.com\u002Fjiayaoqijia\u002Fcryptoskill\u002Fblob\u002Fmain\u002Fskills\u002Fpayments\u002F0xklen-version-and-refresh-sanctions-lists\u002FSKILL.md",[],[177,178,179],"refresh","0xklen version and refresh sanctions lists","version",{"skillNo":181,"name":182,"nameZh":6,"description":183,"descriptionZh":6,"repositoryFullName":8,"ownerLogin":9,"ownerAvatarUrl":10,"ownerAccountNo":11,"ownerDisplayName":12,"repositoryNo":13,"starsCount":14,"licenseSpdxId":92,"licenseFileUrl":184,"sourceHtmlUrl":185,"categories":186,"keywords":187,"publishedAt":45},"01M6H0Z28Q3R8J0S799GJQWXM3","verify-tests-cover-changed-lines","Use when a PR adds code that the existing suite may not exercise. Measures patch coverage — the share of newly changed lines hit by tests — before approving.","https:\u002F\u002Fgithub.com\u002Fjiayaoqijia\u002Fcryptoskill\u002Fblob\u002Fmain\u002Fskills\u002Fpayments\u002F0xklen-verify-tests-cover-changed-lines\u002FLICENSE","https:\u002F\u002Fgithub.com\u002Fjiayaoqijia\u002Fcryptoskill\u002Fblob\u002Fmain\u002Fskills\u002Fpayments\u002F0xklen-verify-tests-cover-changed-lines\u002FSKILL.md",[],[188,189,190,191,192,193,194,43,195,196,197],"tests","cover","verify tests cover changed lines","verify","coverage","pr","exercise","patch","code","share"]