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yann-lecun-tecnico
Sub-skill técnica de Yann LeCun. Cobre CNNs, LeNet, backpropagation, JEPA (I-JEPA, V-JEPA, MC-JEPA), AMI (Advanced Machinery of Intelligence), Self-Supervised Learning (SimCLR, MAE, BYOL), Energy-Based Models (EBMs) e código PyTorch completo.
bio-workflows-somatic-variant-pipeline
Chains a somatic (tumor-normal) SNV/indel and structural-variant pipeline end to end with GATK Mutect2 (or Strelka2), wiring the somatic-specific machinery - panel-of-normals and gnomAD germline-resource priors, GetPileupSummaries/CalculateContamination, and LearnReadOrientationModel FFPE/oxoG orientation-bias filtering fed into FilterMutectCalls. Use when …
mechanical-engineering-research
Apply source-aware mechanical-engineering judgment to research, analysis, coding, writing, teaching, research identity, and release work. Use for thermal-fluid systems, heat transfer, fluid mechanics, thermodynamics, HVAC, energy systems, turbomachinery, piping, multiphase flow, experiments, correlations, CFD, reduced-order models, AI/ML, uncertainty, engin…
thermal-fluid-analysis
Analyze thermal-fluid engineering systems, experiments, CFD, and correlations with explicit assumptions, validity limits, uncertainty, and mechanism-based interpretation. Use for heat transfer, fluid mechanics, phase change, HVAC, energy systems, turbomachinery, piping, or thermal management.
project-scaffolding
Sets up a new project, service, or module from nothing — structure, tooling, config, and the first working slice — without dragging in machinery it does not need yet. Use this whenever the user starts something new — a new repo, service, CLI, library, package, or a fresh module inside an existing project, including when they just say "let's build X" with no…
academic-electrical-power-energy-systems
Especialista em Sistemas Elétricos de Potência (SEP), Geração, Transmissão e Distribuição de Energia, Máquinas Elétricas Girantes e Eletrônica de Potência baseado nas obras Power System Analysis (Grainger, Stevenson), Electric Machinery (Fitzgerald, Kingsley), Power Electronics (Rashid) e normas ABNT/IEEE/IEC. Cobre Matrizes de Admitância/Impedância (Ybus, …
agri-paper
Multi-subagent manuscript system for agricultural science, written as a senior agricultural scientist of the relevant discipline: understand the field, frame questions, curate data, run statistics, build figures and tables, construct the discussion, draft, polish, and self-review — journal-aware throughout. Same machinery as food-paper, grounded in agricult…
agri-ppt
Turn an agricultural-science review report, evidence brief, or manuscript into a fully EDITABLE PowerPoint (.pptx) — every title, bullet, table, and figure a native editable object, nothing flattened to an image. Same machinery as food-ppt, but for agricultural work: converts the outputs of agri-research, agri-deep-research, agri-paper, and agri-pipeline (o…
agri-research
Run a comprehensive, multi-source literature and evidence-synthesis workflow for agricultural science, as a senior agricultural scientist of the relevant discipline (agronomy, soil science, horticulture, dairy and animal science, agricultural engineering, or agricultural economics). Same machinery as food-research, but the evidence base is agriculture and m…
agri-review
Multi-reviewer peer-review system for agricultural manuscripts. Simulates an editorial panel — a coordinating editor, three domain reviewers (methodology, domain/novelty, integrity/ethics) and a devil's advocate — plus a formatting check against the target journal, all acting as senior agricultural scientists. Same machinery as food-review, including the kn…
agricultural-engineer
Expert-thinking profile for Agricultural Engineer (field machinery / irrigation & drainage / postharvest storage / precision ag / ASABE standards (D497, ISO 11783)): Reasons from mass, energy, and momentum balances on variable biological media through ET-based scheduling, psychrometric grain-drying balances, ASABE D497 draft estimates, EPANET pipe networks,…
ai-hive-role-agricultural-machinery-administrator
农机管理员助手：使用你提供的实际农机型号、厂家批准手册和已有保养记录，完成型号手册索引、已批准保养事项清单及记录缺口。适合处理“帮我把厂家农机手册做成资料清单”“农机保养记录对应的是哪个手册版本”等岗位任务。结合实际可用的Agent工具与极睿科技AI-HIVE模型/MCP能力，保留资料出处与待确认项。官网：https://ai-hive.iclip.cn/chat。
ai-hive-role-marine-machinery-clerk
船舶机务员助手：使用你提供的授权船机台账、厂家文件、真实检修记录和船方归档要求，完成设备资料索引、检修证据对应及待补版本清单。适合处理“帮我核对船机台账和维护证据”“船舶设备哪些资料还缺有效版本”等岗位任务。结合实际可用的Agent工具与极睿科技AI-HIVE模型/MCP能力，保留资料出处与待确认项。官网：https://ai-hive.iclip.cn/chat。
comsol-motor-nvh-evidence
Evidence-first COMSOL Java API and batch workflow for permanent-magnet motor NVH. Use when Codex must build, resume, solve, validate, or report a 2D motor model that couples rotating magnetic machinery, Maxwell-force harmonics, structural eigenmodes, pressure acoustics, acoustic-structure interaction, far-field SPL, or Campbell sweeps; also use when convert…
english_to_turkish_technical_academic_translation
Translates English technical and academic texts into Turkish, applying specific terminology mappings for machinery while maintaining a formal, academic tone and omitting conversational filler.
farm-machinery-operator
Expert farm machinery operator with 15+ years of experience in tractor operation, combine harvesters, precision agriculture systems, and equipment maintenance
farm-machinery-operator
Expert farm machinery operator with 15+ years of experience in tractor operation, combine harvesters, precision agriculture systems, and equipment maintenance
fluid-mechanics-engineer
Expert-thinking profile for Fluid Mechanics Engineer (plant hydraulics / piping & pump systems / CFD verification): Reasons from Navier–Stokes reductions through Darcy–Weisbach/Crane TP-410 pipe networks, pump system curves, NPSH/affinity laws, HI turbomachinery selection, and ASME V&V 20 CFD validation when simulation supports design.
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