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589 results for "sf skills"
salesforce-development
Expert patterns for Salesforce platform development including
sickn33
usfiscaldata
Query the U.S. Treasury Fiscal Data REST API for federal financial data. No API key required. Use for national debt (Debt to the Penny), Daily Treasury Statements, Monthly Treasury Statements, Treasury securities auctions, interest rates, foreign exchange rates, savings bonds, or U.S. government revenue and spending statistics.
k-dense-aitimesfm-forecasting
Zero-shot time series forecasting with Google's TimesFM foundation model. Use for any univariate time series (sales, sensors, energy, vitals, weather) without training a custom model. Supports CSV/DataFrame/array inputs with point forecasts and prediction intervals. Includes a preflight system checker script to verify RAM/GPU before first use.
k-dense-aitransformers
Hugging Face Transformers for loading Hub models, running pipeline inference, text generation, and Trainer fine-tuning on NLP, vision, audio, and multimodal tasks. Use when working with AutoModel, pipelines, tokenizers, or TrainingArguments—not for general ML outside the Transformers library.
k-dense-ai
dbt-sf-to-bq-translator
Translates Snowflake dbt SQL models to Standardized BigQuery SQL. Handles SQL compilation, Jinja macro placeholder masking, BigQuery Translation Service migration workflows, AST-based config transformations, explicit type casting, JSON extraction standardization, and deduplication. Use when migrating Snowflake dbt pipelines or models to Google Cloud BigQuery. Don't use for generic BigQuery queries or non-Snowflake SQL migrations.
google
train-sentence-transformers
Train or fine-tune sentence-transformers models across `SentenceTransformer` (bi-encoder, dense or static embedding model for retrieval, similarity, clustering, classification, paraphrase mining, dedup, multimodal), `CrossEncoder` (reranker, pair scoring for two-stage retrieval / pair classification), `SparseEncoder` (SPLADE, sparse embedding model for learned-sparse retrieval), and `MultiVectorEncoder` (ColBERT / late-interaction, per-token embeddings scored with MaxSim). Covers loss selection, hard-negative mining, evaluators, distillation, LoRA, Matryoshka, and Hugging Face Hub publishing. Use for any sentence-transformers training task.
huggingfacetransformers-js
Use Transformers.js to run state-of-the-art machine learning models directly in JavaScript/TypeScript. Supports NLP (text classification, translation, summarization), computer vision (image classification, object detection), audio (speech recognition, audio classification), and multimodal tasks. Works in browsers and server-side runtimes (Node.js, Bun, Deno) with WebGPU/WASM using pre-trained models from Hugging Face Hub.
huggingface
salesforce-developer
编写和调试Apex代码，构建Lightning Web组件，优化SOQL查询，实现触发器、批处理作业、平台事件以及Salesforce平台上的集成。适用于开发Salesforce应用程序、定制CRM工作流、管理调控器限制、批量处理或设置Salesforce DX和CI/CD流水线。
jeffallan
tilegym-monkey-patch-kernels-to-transformers
Integrate TileGym kernels into Hugging Face `transformers` models by replacing the library's submodule(s) and certain class(es)' implementations, and patching certain class(es)' init/forward/load weight methods prior to instantiating models. Used when the user requires integrating TileGym kernels into `transformers` models.
nvidia
platform-custom-setting-generate
Use to create, generate, or validate Salesforce Custom Setting metadata. Trigger on custom settings (hierarchy/list), customSettingsType, SetupOwnerId, per-profile/per-user config overrides, feature flags/toggles, kill switches, or admin on/off switches (e.g. bypass triggers during a data load); also \"create a custom setting\" or a setting that silently deployed as a regular object. A kill switch is just a checkbox on a hierarchy setting — generate ONLY the setting, never an Apex trigger/handler. DO NOT TRIGGER for Custom Metadata Types (use platform-custom-metadata-type-generate), business-record objects (use platform-custom-object-generate), or secrets/tokens (use a Named Credential).
forcedotcomdx-org-shape-manage
ALWAYS USE THIS SKILL to create, list, or delete org shapes. An org shape is a captured baseline configuration (features, limits, edition, and Metadata API settings) of a source org, without its data or metadata. Use when the user asks to create/make/take an org shape, capture or replicate an org's configuration/edition/limits, list/show/view existing org shapes (including INACTIVE/superseded ones) or their IDs and status, or delete/remove org shapes for a source org. Requires a source org with Dev Hub and Org Shape for Scratch Orgs enabled. DO NOT TRIGGER for creating/checking/listing/deleting snapshots (use dx-org-snapshot-manage) or for creating scratch orgs (use dx-org-manage).
forcedotcomexperience-lwc-accessibility-jest-run
Use ALWAYS when running Sa11y accessibility Jest tests for an LWC — locally before pushing, producing the command(s), running one file vs a suite, selecting tests by naming convention, saving Sa11y-rendered HTML, or reproducing a Sa11y/A11yBug failure. Covers core (Bazel; `bazel test //<module>:<target>`) and standalone `npx jest` (`.accessibility.test.js`, `@sa11y/jest`). REQUIRED for a `run-plan.md`, a failing a11y test's exit code, or `SA11Y_*`/`A11yBug`/core-Bazel test paths. DO NOT TRIGGER for functional Jest tests, a11y review without running tests (use experience-accessibility-validate), or Selenium-based a11y tests.
forcedotcomexperience-accessibility-validate
Use this skill to determine whether a Lightning Web Component (LWC) is accessible and meets WCAG accessibility guidelines. TRIGGER when the user asks \"is my component accessible?\", \"does my LWC meet accessibility guidelines?\", \"is this component WCAG compliant?\", \"find accessibility problems in this LWC\", \"is this LWC keyboard accessible?\", \"does this component work with a screen reader?\", \"does this component have sufficient color contrast?\", \"check ARIA usage in this LWC\", or \"WCAG 2.2 accessibility check\". Also TRIGGER when the user wants to fix or improve accessibility (a11y, WCAG, ARIA) in an LWC's HTML, JS, or CSS — semantic markup, focus, keyboard nav, contrast, screen-reader labels, WCAG 2.2 SC. Produces `a11y-review.md` with WCAG-cited findings. DO NOT TRIGGER for general LWC generation (use `experience-lwc-generate`) or SLDS visual/design review not focused on accessibility (use `design-systems-slds-validate`).
forcedotcomdx-devops-conflict-resolve
Use this skill to diagnose and resolve what blocks a DevOps Center promotion of a work item's feature branch: Git merge conflicts and deployment failures. DevOps Center is Git-backed, so overlapping metadata changes surface as merge conflicts against the target stage branch, resolved with git (detect, resolve markers, commit, push). Deploy failures often cite a missing dependency a full promotion can fix when the component already exists on the branch. TRIGGER when the user wants to check a work item for conflicts before promoting, resolve merge conflicts or leftover conflict markers in metadata files (.xml, .object-meta.xml, .cls), reconcile a feature branch with its target stage branch, or diagnose why a DevOps Center promotion or deployment failed and whether a full promotion or a missing-dependency fix will resolve it. DO NOT TRIGGER for running the promotion itself (use dx-devops-promote), creating or updating work items (use dx-devops-work-item-manage), or deploying metadata directly to an org.
forcedotcomexperience-cms-content-generate
Creates, edits, and publishes Salesforce CMS content of any kind — any domain, any topic. Single and bulk: create many in parallel, edit one or many, publish all or a subset. Use this skill ANY TIME a user asks to create, generate, write, draft, author, or add content, OR to update, edit, or revise a content record, OR to publish it, OR to delete/remove a content record. Triggers like \"create a <thing> about X\", \"create 5 <things>\", \"update content <id>\", \"publish content <id>\", \"publish the record <id>\", \"make <id> live\", \"delete content <id>\" — where <thing> is any user-named content type. Activates FIRST whenever content authoring, editing, publishing, or deletion is mentioned, regardless of subject. Handles the full workflow: finding the content type, resolving the workspace, creating content, editing or publishing it — including a record identified by its variantId. Does not apply to defining a content type / schema (use experience-cms-content-type-generate), cloning, versioning, workspaces, or media.
forcedotcomdx-devops-request-status
Use this skill to poll the status of an asynchronous DevOps Center request — a promotion or deploy operation. Provide the request token returned by dx-devops-promote (the promote response) to check completion, monitor progress, or verify success or failure via sf devops request status. TRIGGER when the user wants to check whether a promotion or deploy finished, monitor an in-flight async request, poll until a request completes, or confirm a request succeeded before finalizing. DO NOT TRIGGER for initiating a promotion or deploy (use dx-devops-promote), for work item creation or status transitions (use dx-devops-work-item-manage), or for conflict detection. Read-only status check — never mutates pipeline state.
forcedotcomexperience-cms-brand-create
Author a Salesforce Digital Experience brand (a \"brand.json\") so the VS Code Brand Toolkit can load, edit, and preview it. Use this skill whenever someone wants to: create a brand, make a new brand, generate a brand from a description or a color/logo/mood, add a brand to a project so the Brand Toolkit picks it up, scaffold a brand.json, theme a Digital Experience site, or turn a brand idea (\"a dark luxury brand\", \"match our logo\", \"coral + rounded + friendly\") into a loadable brand. Also use it when the user mentions \"Brand Toolkit\", \"theme manager brand\", \"brand token\", \"colorScheme\", \"primaryAccent\", \".digitalExperience/brands\", \"sfdc_cms:title\", or a \"brand.json\" that should show up in the Brand Toolkit. Do NOT use this skill to apply an existing brand's voice, tone, or guidelines to generated content (use experience-cms-brand-apply), to search Salesforce CMS for existing brands, or to search for images, media, or logos (use experience-search-coordinate).
forcedotcomservice-email-to-case-configure
Use to configure Salesforce Email-to-Case headlessly via the Metadata API. Reads CaseSettings, applies the emailToCase config with updateMetadata, and verifies by re-reading. Also the entry point for attaching an Agentforce agent to Email-to-Case: configures the E2C base, then delegates agent creation and channel wiring. TRIGGER on set up/configure Email-to-Case, enable E2C routing addresses, add a routing address, or E2C with an Agentforce agent. DO NOT TRIGGER for the interactive Easy Setup wizard, On-Demand E2C only, general Case/web-to-case setup, or an agent with no E2C involved.
forcedotcomexperience-cms-content-type-generate
Salesforce CMS ContentTypeBundle creation skill. Use this skill ANY TIME a user request involves creating a ContentTypeBundle, and activate FIRST when CMS ContentTypeBundle creation is mentioned. Discovers existing types via metadata-grounding and produces a validator-correct two-file bundle that passes dry-run deploy. TRIGGER when: user wants to define, scaffold, generate, or set up a reusable content shape in Salesforce CMS — any domain — including phrasings like \"create a content type for X\", \"generate a schema for X in CMS\", or \"set up a content type for X\". DO NOT TRIGGER when: authoring a RECORD (use experience-cms-content-generate), publishing / managing records (use CMS UI), modifying / renaming / deleting an existing bundle, CMS brand (experience-cms-brand-apply), media search (experience-search-coordinate), Custom Lightning Types (platform-custom-lightning-type-generate), or non-CMS metadata.
forcedotcomservice-de-channel-routing-configure
Configure routing on a newly-inserted Enhanced `MessagingChannel` so activation will accept it. Given a `{CHANNEL_ID}`, walks through picking a routing type (Omni-Channel Queue, Omni-Flow, Agentforce Service Agent, Digital Worker, or direct User), locates or provisions the target, then PATCHes `SessionHandlerId` (plus `FallbackQueueId` where required). Use between insertion and activation — activation fails server-side with `nullQueueId`/`LiveMessageSetupException` if no valid `SessionHandlerId` is set. Do not use for full end-to-end setup — use `service-de-headless-channel-configure`.
forcedotcomservice-de-headless-channel-configure
Top-level orchestrator: given a messaging channel type and its inputs, produces an activated Enhanced `MessagingChannel` in the target org — without the Meta/LINE/Apple setup popups. Prompts for `{MESSAGE_TYPE}` if not supplied, then sequences insert → route → consent → activate via the type-agnostic dispatcher (`service-de-channel-create`) plus the shared routing/consent/activation leaves. Resumes from partial state on re-run. Use to set up an Enhanced channel (WhatsApp, Facebook, LINE, Apple, SMS) end-to-end, bypassing in-org setup popups. Do not use for a single stage of an already-inserted channel — use the matching leaf skill (`service-de-channel-activate`, `service-de-channel-settings-configure`, `service-de-channel-routing-configure`) instead.
forcedotcomservice-de-channel-create
**INTERNAL USE ONLY — invoked by `service-de-headless-channel-configure`.** Insert an Enhanced messaging `MessagingChannel` (plus child `MessagingChannelUsage` as a free side-effect) of any type — WhatsApp, LINE, Apple Business Chat, Facebook, or SMS. Given a `{MESSAGE_TYPE}` and its inputs, runs the shared preflight → Connect-insert → verify flow, branching only where a type differs. Uses `POST /services/data/v{V}/connect/livemessage/channels` — no Aura session, no shell-stored token. **Invoke `service-de-headless-channel-configure` instead** — it handles insert → route → activate in one flow; replaces the four former per-type creation skills.
forcedotcomservice-de-channel-activate
Activate an Enhanced `MessagingChannel` (WhatsApp/Apple/Facebook/SMS/RCS) by PATCHing `MessagingChannelUsage.DeploymentStatus` from `Disabled` to `Provisioning` via the REST sobject endpoint. The UDD save-hook dispatches by `MessageType` for the external callout (`WHATS_APP`→Meta `/register`, `FACEBOOK`→`subscribeFacebookPage`, `TEXT`→`registerCsotSms`; Apple/LINE need none), writes the terminal `Active`/`Error`, and flips `IsActive`. Synchronous on the HTTP response — WhatsApp returns 204 after Meta confirms (~15-21s); no-callout channels are near-instant. No Aura RPC, no CSRF cookies. Use to activate an already-inserted Enhanced channel headlessly via REST. Do not use for full end-to-end setup — use `service-de-headless-channel-configure`.
forcedotcomservice-de-channel-consent-configure
Configure consent (opt-in/opt-out) on an Enhanced `MessagingChannel` so activation will accept it. Given a `{CHANNEL_ID}`, sets the channel's `ConsentType` (ImplicitOptIn / ExplicitOptIn / DoubleOptIn) and the `OptInPrompt` / `DoubleOptInPrompt` prompt fields, then creates or updates one `MsgChannelLanguageKeyword` record per language holding the opt-in / double-opt-in / opt-out / help / custom keywords and confirmation messages. Use between channel insertion and activation — activation fails the consent-readiness check unless a valid ConsentType and at least one matching language-keyword record exist.
forcedotcom