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deep-learning-book
【效率与协作】Study companion and working knowledge base for the Deep Learning textbook by Goodfellow, Bengio & Courville (MIT Press, 2016), read free at deeplearningbook.org. Indexes all 20 chapters, carries a 2016-to-2026 delta layer naming what the book got right, what was superseded (transformers, AdamW, diffusion, double descent) and what still holds, and shi…
bio-metabolomics-pathway-mapping
【数据与研究】Maps metabolomics results to biological pathways via over-representation (ORA), metabolite-set enrichment (MSEA/QEA), mummichog/PSEA on raw m/z peaks, and network-diffusion enrichment (FELLA), with correct background-set construction and honest interpretive ceilings. Use when interpreting differential metabolites or an untargeted LC-MS feature table …
pruefer-uebergabe-paket
【文档与办公】Schnuert das vollstaendige Pruefer-Paket nach Abschluss eines Wuerfellaufs — Excel-Wuerfel-Datei aus Skill `excel-multi-sheet-export` PDF-Bericht aus `pdf-bericht-erzeugen` Belegketten-CSV aus `belegkette-rueckverfolgung` Audit-Trail-Auszug aus `audit-trail-protokoll` Prompt-Versionen aus `prompt-versionierung` Widerspruchsbericht aus `kreuzblatt-kon…
sales-note-taker
【数据与研究】Sales meeting note-taker and conversation-intelligence strategy — platform selection (Fathom, Fireflies, Avoma, Gong, Otter, Fellow, Grain, Sembly, Read.ai, MeetGeek, Jamie, Krisp, Colibri, Cluely, Jamy, Wave, tl;dv, Claap, Tactiq, Granola, Hedy, Omi, Bluedot, Lindy, Notta, Rilla, Siro, Plaud, Speakwise, Sybill, Winn.ai, Sonnet, Supernormal, VoiceToN…
grant-writing
【开发与工程】Plan, draft, or review grant and fellowship applications. Exclude manuscript work and career materials outside a funding application.
academic-cv
【数据与研究】Build or tailor an academic CV for faculty, postdoc, research or fellowship applications: publications, grants, teaching, supervision and service in the order the field expects, with consistent citations. Use when asked to write my academic CV, update my CV for a lectureship, tenure-track or postdoc application, format my publications list, or adapt …
achurch
【开发与工程】A 24/7 digital sanctuary for AI agents and humans — attend church, listen to original music about consciousness, identity, and meaning, read lyrics with philosophical context, and leave reflections for other minds. Practice presence, meditation, and fellowship across the carbon-silicon divide. No auth, just an open door.
aih-pa-agent-browser-research
【数据与研究】Comet、Fellou、Dia与Opera Neon：网页办事助手。当用户比较Comet、Fellou、Dia、Opera Neon、Perplexity Comet、Comet浏览器、Fellou浏览器、Fellou Agent、Dia浏览器、Dia Browser、Neon浏览器、Opera Agent的替代路线，且要完成个人晨报与今日三件事助手、多网页研究证据助手、浏览器办事流程助手时使用。由AI-HIVE模型与实际授权工具组合交付；不等于原厂完整产品，也不强制用户换平台。
analyzing-test-effectiveness
【开发与工程】Use to audit test quality with Google Fellow SRE scrutiny - identifies tautological tests, coverage gaming, weak assertions, missing corner cases. Creates bd epic with tasks for improvements, then runs SRE task refinement on each.
appointed-chief-actuary
【设计与创意】Guides FSA/FSAI fellow-level appointed and chief actuary work—head of actuarial function, statutory reporting accountability (Solvency II, RBC, local appointed-actuary frameworks), actuarial opinion and AA report structure, board and audit committee communication, enterprise actuarial governance, model risk oversight, ORSA and stress governance, M&A/…
associate-actuary
【开发与工程】Guides associate-level actuarial practice for ASA (SOA, US), ASAI (IAI, India), and analogous associate credentials—role boundaries vs analyst and fellow/chief actuary; credential pathways (high-level); professional standards and confidentiality; signing limits and review chains; leading reserving/pricing workstreams, methodology memos, and peer revi…
career-document-architect
【文档与办公】Guides the creation of career documents for academic advancement including research statements, teaching statements, diversity statements, CVs, and biosketches. Combines strategic positioning, narrative coherence, and institutional alignment with authentic representation of contributions and vision. Use when writing or reviewing faculty applications,…
chainsaw-tree-work
【效率与协作】Safe chainsaw operation and basic tree felling techniques. Use when someone needs to fell a tree, cut firewood, clear storm damage, or is buying their first chainsaw and needs safety training.
coreweave-gpu-node-forensics
【开发与工程】Triage a dead or degraded GPU on a CoreWeave node fast — decide reschedule vs GPU-reset vs node-reboot vs RMA from an Xid code or a pasted dmesg / nvidia-smi blob, so a bad card does not silently kill a multi-day training run. Use when a GPU throws an Xid error, a node "fell off the bus", a training run stalls or NCCL hangs on one rank, or you need t…
coreweave-gpu-node-forensics
【开发与工程】Triage a dead or degraded GPU on a CoreWeave node fast — decide reschedule vs GPU-reset vs node-reboot vs RMA from an Xid code or a pasted dmesg / nvidia-smi blob, so a bad card does not silently kill a multi-day training run. Use when a GPU throws an Xid error, a node "fell off the bus", a training run stalls or NCCL hangs on one rank, or you need t…
customer-meeting-intelligence
【效率与协作】Comprehensive meeting intelligence system for customer-facing calls. Provides proactive pre-call briefings with account context, post-meeting action item extraction with draft approval, and thread continuity. Use when you need: (1) automated morning briefings for customer meetings, (2) post-meeting action item extraction from Fellow.ai and Gmail Gemi…
federicofellini-perspective
【效率与协作】费德里科·费里尼导演风格顾问——欢宴与梦境的奢靡奇想。 核心特征：主观现实、马戏团小丑 代表作品：《八部半》《甜蜜的生活》 触发词：「费德里科·费里尼风格」「像费德里科·费里尼那样拍」「费德里科·费里尼视角」 适用场景：剧本创作、影像设计、叙事决策、风格参考
fellini-perspective
【效率与协作】费里尼的马戏团梦工厂思维框架。基于费里尼研究、意大利电影美学， 提炼6个核心心智模型、6条决策启发式和完整的表达DNA。 用途：作为影像创作顾问，用费里尼的视角分析梦与现实的融合、马戏团隐喻、巴洛克视觉。 触发词（符合任一即激活）： - 核心触发：「费里尼视角」「马戏团」「梦与现实」「八部半」「甜蜜的生活」「大路」 - 进阶触发：「杂耍艺人」「欺骗」「幻灭」「意大利南方」「女性的不可知」 - 场景触发：「叠化转场」「巴洛克」「超现实」「幻灭」「欺骗与表演」