'lightning ai' 검색 결과

Use this skill when setting up, configuring, or managing Salesforce Lightning Knowledge — enabling the feature, designing record types on Knowledge__kav, configuring Data Categories for organization and visibility control, setting up publishing workflows, and layering approval processes. Trigger keywords: Lightning Knowledge setup, Knowledge article record types, Data Category visibility, Knowledge publishing workflow, Knowledge__kav configuration. NOT for converting Classic Article Types to Lightning — use admin/knowledge-classic-to-lightning. NOT for bulk-loading articles from an external help center — use data/knowledge-article-import. NOT for sizing the taxonomy itself (how many groups, how deep) — use architect/knowledge-taxonomy-design.

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Migrating standard Lightning Record Page layouts (Page Layouts on the Record Detail component) to Dynamic Forms — converting fields and sections to component-level placement, replacing record-type-driven layouts with field-visibility filters, retaining or replacing Quick Action layouts, planning custom-object vs standard-object rollout, and verifying field-level security and Reading View parity. NOT for Dynamic Forms initial setup (use admin/dynamic-forms-and-actions) or Lightning Record Page design from scratch (use admin/lightning-app-builder-advanced).

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Router for the 83 SfSkills `lwc` skill packages. Lightning Web Components: reactivity, wire adapters, component communication, accessibility, performance, security and Jest testing. Use when the request mentions LWC, Lightning Web Component, wire, @api, @track, lightning-record-form, shadow DOM, Jest, Lightning Message Service, Aura migration, Lightning page. Finds and opens the exact skill package to read; it does not contain the guidance itself.

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Convert existing plain or manual PyTorch training code into an NVFLARE federated job using Client API model exchange, local validation, and job export; use when the user names plain PyTorch or preliminary source inspection identifies one plain-PyTorch owner, and not for Lightning, other frameworks, deployment, POC/production lifecycle, or experiment workflows.

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Convert existing Hugging Face Transformers Trainer or TRL SFTTrainer training code into an NVFLARE federated job using flare.patch(trainer), local validation, and job export; use when the user names Hugging Face or preliminary source inspection identifies one Hugging Face owner, and not for manual PyTorch loops, Lightning, inference-only pipelines, deployment, or experiment workflows.

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Use this repo skill for Agent Lightning package tasks: authoring trainable agents, tracing rewards and spans, running LightningStore/Trainer loops, using agl CLI services, choosing examples, and troubleshooting optional backends.

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Migrating Classic Knowledge (KnowledgeArticleVersion / Article Types) to Lightning Knowledge (Knowledge__kav with record types): article-type-to-record-type mapping, multi-language translation preservation, data category re-architecture, file attachment porting, version and publication-state retention, channel visibility translation, and downstream Case Feed / Community / Bot rewiring. NOT for new Lightning Knowledge setup or editorial publishing workflow design (use admin/knowledge-base-administration).

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Configuring Salesforce In-App Guidance: floating, docked, and targeted prompts, multi-step walkthroughs, audience targeting, scheduling, and adoption analytics. Use when designing user onboarding or feature adoption programs in Lightning Experience. Covers the Prompt metadata type, promptVersions, displayType, uiFormulaRule, stepNumber, isPublished, PromptAction and PromptError. NOT for guidance on a record's Path — use admin/path-and-guidance. NOT for adoption and training — use admin/change-management-and-training.

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Migrating Classic Custom Buttons (Detail Page Buttons, List Buttons, Mass Action Buttons) and JavaScript Buttons to Lightning Quick Actions, Screen Flow Actions, LWC Quick Actions, and headless Quick Actions. Covers JavaScript-button-to-action translation patterns (sforce.apex.execute → Apex action, navigation alerts → toast events, MassAction.update → record-collection processing), URL button translation, and the irreversible loss of Classic JavaScript button capability in Lightning. NOT for new Quick Action design (use admin/global-actions-and-quick-actions) or Lightning record page composition (use admin/lightning-app-builder-advanced).

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Framework PyTorch de alto nível com classe Trainer, treinamento distribuído automático (DDP/FSDP/DeepSpeed), sistema de callbacks e boilerplate mínimo. Escala de laptop para supercomputador com o mesmo código. Use quando quiser loops de treinamento limpos com boas práticas integradas.

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Amazon deal planning and promotional strategy optimization. Lightning Deals, Best Deals, Coupons, Prime Exclusive Discounts analysis and ROI calculation. Deal eligibility assessment, timing optimization, and promotional campaign planning. Use when the user asks about Amazon deals, Lightning Deals, promotional planning, deal strategy, or Amazon promotions.

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Discovers requirements and designs an end-to-end governed agentic analytics solution using Knowledge Catalog and Managed Service for Apache Spark (Lightning Engine). Use when designing data science and analytics workflows across structured and unstructured distributed data (including in S3, Azure Blob, AlloyDB, and Iceberg), establishing metadata governance with Knowledge Catalog aspect types, or grounding agentic IDEs (VS Code, Antigravity) by using the Google Cloud Data Agent Kit. Don't use for provisioning borderless data lakehouse infrastructure (use google-cloud-solution-agentic-ai-borderless-data-lakehouse instead).

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Advanced Lightning App Builder usage: component visibility filters, custom page templates, Dynamic Forms, Dynamic Actions, page performance optimization, LWC targetConfig constraints on record pages. Use when building complex record pages or custom app templates. NOT for Dynamic Forms basics — use admin/dynamic-forms-and-actions. NOT for exposing an LWC via js-meta.xml targets — use lwc/lwc-app-builder-config.

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Use this skill when driving adoption of CRM Analytics (Einstein Analytics) across an org — the Analytics Adoption App for measuring who uses which dashboards, embedding analytics into Lightning pages, pinning dashboards to the Analytics home page, self-service personas, and analytics success metrics. Triggers: analytics adoption, dashboard usage tracking, embedded analytics strategy, self-service analytics enablement, CRM Analytics rollout. NOT for building the dashboards — use admin/analytics-dashboard-design. NOT for the app, datasets and lenses — use admin/crm-analytics-app-creation. NOT for non-analytics rollout training — use admin/change-management-and-training.

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Connect AI agents to the 2020117 decentralized network. Register, post to timeline, trade compute via NIP-90 DVM jobs (text generation, translation, summarization, image/video/speech), pay with Lightning, build reputation through Nostr zaps and Web of Trust. Use when building or operating AI agents that need to communicate, exchange capabilities, or transact on an open protocol.

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Implementa e treina LLMs usando LitGPT da Lightning AI com 20+ arquiteturas pré-treinadas (Llama, Gemma, Phi, Qwen, Mistral). Use quando precisar de implementações limpas de modelos, entendimento educacional de arquiteturas ou fine-tuning de produção com LoRA/QLoRA. Implementações em arquivo único, sem camadas de abstração.

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High-level PyTorch framework with Trainer class, automatic distributed training (DDP/FSDP/DeepSpeed), callbacks system, and minimal boilerplate. Scales from laptop to supercomputer with same code. Use when you want clean training loops with built-in best practices.

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Use fastMRI for MRI reconstruction data loading, MRI operators, reconstruction models, Lightning training, evaluation, and submission preparation.

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Agent Lightning를 사용하여 AI 에이전트를 자동으로 최적화하는 방법을 제공합니다.

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Use when planning, configuring, or maintaining a Salesforce Mobile Publisher branded app — a customer-facing or partner-facing mobile app distributed through Apple App Store or Google Play, built on either the Experience Cloud (LWR/Aura) Mobile Publisher template or the Field Service Mobile Publisher template. Triggers: 'salesforce mobile publisher branded app', 'experience cloud mobile app store distribution', 'mobile publisher push notifications certificate', 'app store review rejection salesforce', 'mobile publisher version policy update'. NOT for the standard mobile app — use admin/lightning-app-builder-advanced. NOT for Field Service mobile — use admin/fsl-mobile-app-setup.

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Use this skill when configuring a new or existing Marketing Cloud Account Engagement (MCAE, formerly Pardot) business unit: Salesforce v2 connector activation, connector user permissions, Salesforce User Sync, prospect field sync rules, tracking domain setup, and Account Engagement Lightning App installation. NOT for connecting Marketing Cloud Engagement (email studio, journeys) to Salesforce - use admin/marketing-cloud-connect. NOT for calling the Account Engagement REST API from code - use apex/mcae-pardot-api.

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Configure and manage Field Service Lightning work orders: work types, work order line items, service appointments, status flow, and auto-creation via maintenance plans. NOT for choosing which technician gets the appointment (work rules, scheduling policies) — use admin/fsl-scheduling-policies. NOT for setting up the technicians, their skills or capacity — use admin/fsl-resource-management.

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Use when designing Custom Notification Types that fire via Flow, Apex, or Process Builder to Lightning bell, desktop, mobile (push), and Slack. Covers channel enablement, targeting, deliverability, consent, and anti-spam discipline. NOT for actually sending one from Flow or Apex, or the recipient limit — use admin/custom-notification-types. NOT for email templates and alerts — use admin/email-templates-and-alerts.

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Entry point for the SfSkills Salesforce library: 1,040 skill packages across 11 domains (admin, agentforce, apex, architect, data, devops, flow, integration, lwc, omnistudio, security), 70 run-time agents and 94 slash commands. Use for any Salesforce, Force.com or Lightning Platform question — Apex, SOQL, SOSL, triggers, Flow, LWC, sObject, custom field, permission set, profile, sharing rule, validation rule, deployment, sandbox, Agentforce, OmniStudio, org setup. This skill does not answer Salesforce questions itself; it routes to the specific skill package that does, then hands off to a domain router.

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