@forcedotcom

developing-datacloud-code-extension covers the full lifecycle of building python transformations for salesforce data cloud, from project initialization through local testing to production deployment via sf cli plugin.

generating-custom-object provides structured guidance for creating salesforce custom object metadata xml with explicit constraint validation, sharing model decision logic, and a comprehensive verification checklist to prevent deployment errors.

generating-custom-field provides exhaustive metadata rules for creating salesforce custom fields, with particular rigor on roll-up summaries and master-detail relationships. covers field types, attribute constraints, and common deployment errors.

generating-list-view covers salesforce list view metadata creation, configuration, and deployment. handles field naming conventions, filter logic, visibility strategy, and common deployment errors with structured validation workflows.

generates complete salesforce lightning experience applications from natural language by orchestrating custom objects, fields, flows, pages, and permission sets in dependency order, with per-type skill and api context validation before file generation.

generating-apex-test guides construction of production-ready apex test classes with emphasis on single-behavior methods, bulkified record testing, isolated test data via factory pattern, meaningful assertions, and external boundary mocking.

platform-metadata-retrieve covers all retrieval modes for the sf project retrieve start command, including by metadata type, manifest, package name, and source directory. structured command patterns with clear constraints and troubleshooting guidance for common failures.

generating-lightning-app orchestrates end-to-end salesforce lightning application deployment by parsing natural language requests into a multi-phase build plan, executing dependent metadata skills in strict order (data model, business logic, ui, assembly, security), and producing deployment-ready sfdx artifacts with integrity validation.

retrieves data lake object and data model object schema from salesforce data cloud via rest apis. supports listing all objects or fetching detailed field metadata for specific dlos or dmos using sf cli and bundled python scripts.

creating-b2b-commerce-store provides a structured 7-step workflow to provision commerce stores in salesforce, retrieve generated storefront metadata via cli, and prepare for customization. emphasizes the store-first pattern and cli-driven retrieval over manual configuration.

generating-ui-bundle-metadata covers scaffolding react ui bundles with proper naming, metadata xml structure, target configuration, and csp trusted site registration for external domains.

integration-eventing-subscription-configure handles creation, modification, and deletion of salesforce managed event subscriptions. covers crud operations on .managedEventSubscription-meta.xml with explicit input validation, constraint enforcement, and deployment guardrails.

platform-apex-test-generate provides disciplined patterns for salesforce apex test authoring, covering test data isolation, bulk record scenarios, mocking strategies, and assertion best practices with explicit governance of test structure and negative path validation.

creating-b2b-commerce-store guides agents through a structured 7-step workflow to provision a salesforce b2b commerce store, list auto-generated storefronts, and retrieve metadata to a local repository via cli.

platform-custom-application-generate handles creation and configuration of lightning apps with tab organization, navigation type selection (standard vs console), branding, and action overrides for custom record pages. critical decision point on navigation type based on workflow complexity.

generating-flexipage covers creation and modification of salesforce lightning pages via cli bootstrapping and xml manipulation, with detailed validation rules and component-specific patterns for recordpage, apppage, and homepage types.

building-ui-bundle-app orchestrates a seven-phase workflow to construct deployable react ui bundles on salesforce, from scaffolding through experience site generation, with explicit skill dependencies and phase checkpoints.

platform-custom-tab-generate covers creation and configuration of salesforce custom tabs across object, web, and visualforce variants, with strict xml element validation and forbidden-element guards to prevent deployment errors.

generating-apex-test documents disciplined test patterns for salesforce apex covering testdatafactory isolation, bulk record testing (251+), mocking strategies, and assertion best practices with governor limit resets.

building-ui-bundle-app orchestrates a seven-phase workflow to generate complete, deployable react applications on salesforce, from scaffolding through hosting via experience sites or custom applications. it enforces strict phase ordering and dependency resolution.

generating-custom-application covers creation and configuration of lightning apps with tabs, navigation modes, branding, and action overrides. provides detailed metadata specification and navtype decision logic for standard vs console workflows.

searching-media routes users to appropriate image retrieval sources within salesforce cms and data cloud. it enforces a mandatory selection workflow before executing searches, preventing premature tool invocation.

generating-custom-lightning-type covers the complete workflow for authoring json schema-based type definitions on the lightning platform, including schema generation, editor/renderer configuration, deployment validation, and common error recovery patterns.

building-omnistudio-integration-procedure covers declarative orchestration of OmniStudio Integration Procedures (IP), combining DataRaptor, Apex Remote Actions, HTTP callouts, and conditional logic into multi-step server-side workflows with 110-point scoring validation.

deploying-ui-bundle orchestrates salesforce metadata deployment with ui bundle builds, permission assignment, schema introspection, and optional data import in strict sequence. activation requires uibundles or sfdx-project.json plus deploy-related intent.

platform-flexipage-generate provides structured guidance for creating, modifying, and validating salesforce lightning pages via cli bootstrapping, component discovery tiers, and property inference. mandatory workflows prevent hand-coded xml and deployment failures.

platform-trust-archive-manage covers salesforce archive operations via connect api and archiveactivity metadata, including search, restore, analysis, erasure, masking, and job log retrieval with explicit correlation patterns.

agentforce-test automates functional and security validation for agentforce agents via smoke tests, batch execution, trace analysis, and fix loops. covers owasp llm top 10 adversarial patterns alongside utterance derivation and iterative remediation.

switches the active salesforce org for cli commands. handles both local (project-scoped) and global (system-wide) scope selection, with fallback org discovery via sf org list when needed.

dx-code-analyzer-configure handles installation, prerequisite checks, code-analyzer.yml creation and editing, engine tuning, rule overrides, file exclusions, and ci/cd pipeline scaffolding for salesforce code analyzer projects.

platform-validation-rule-generate provides guidance on salesforce validation rule creation, metadata structure, and formula syntax rules. covers core properties, function-specific guidelines, and common xml/formula pitfalls.

searching-media routes requests to find existing images in salesforce cms and connected data sources. it enforces user-driven source selection before executing searches, with support for keyword-based and semantic hybrid search methods.

switching-org changes the active salesforce org context for cli commands via sf config set, supporting both local project scope and global system scope with optional verification.

generating-ui-bundle-site configures salesforce digital experience infrastructure for react ui bundles, resolving five required properties (siteName, siteUrlPathPrefix, appNamespace, appDevName, enableGuestAccess) with explicit fallback chains before metadata generation.

building-omnistudio-callable-apex covers system.callable class generation, migration from legacy vlocity interfaces, and audit against a 120-point rubric for omnistudio-industries extension points.

building-omnistudio-flexcard handles creation and validation of salesforce omnistudio flexcard ui components with integration procedure data binding, conditional rendering, and structured rubric-based scoring across layout, states, and actions.

deploying-ui-bundle activates for salesforce projects with ui bundle sources, orchestrating authentication, dependency installation, dist build, and metadata deployment via manifest or full project sync.

platform-apex-generate provides comprehensive authoring guidance for production apex classes, services, and triggers with detailed templates, naming conventions, and hard-stop constraints, but activates on generic apex mentions without specificity around user intent or desired outcome.

integration-eventing-cdc-configure covers metadata generation for salesforce change data capture on standard and custom objects, including platformeventchannelmember and platformeventchannel files, enrichment field mapping, and filter expression syntax.

uplifting-components-to-slds2 provides a taxonomy-driven approach to migrating lightning web components from SLDS 1 to SLDS 2 styling hooks, mapping six hook categories with guidance on linter-identified violations.

generating-custom-application covers salesforce lightning app creation with guidance on navigation types, branding, tab organization, and action overrides for custom record pages. prescriptive but lacks concrete examples.

agentforce-generate covers agent development with salesforce's agent script language, spanning design through deployment, with emphasis on .agent files and supporting metadata infrastructure.

audits lightning web components against slds standards using linting and static analysis, produces a compliance scorecard, and enforces manual review before changes merge. scoped to css, html, and js artifacts only.

configuring-connected-apps covers oauth flow selection, jwt bearer setup, and connected app vs external client app choices for salesforce integrations, with metadata file handling and scope design.

building-sf-integrations covers salesforce integration architecture including named credentials, external services, callout patterns, and event-driven design, with clear ownership boundaries but minimal procedural depth.

debugging-apex-logs covers root-cause analysis of salesforce debug output via governor limits, stack traces, and query performance evidence. distinguishes itself by explicit delegation boundaries to related apex and agentforce skills.

generating-ui-bundle-site configures salesforce digital experience sites to host react ui bundles, resolving five required properties (site name, url prefix, app namespace, app dev name, guest access) and generating minimum infrastructure (network, custom site, digital experience config, bundle, and content type).

connecting-datacloud covers the discovery, creation, testing, and configuration phases of data cloud connectors and source connections, with clear delegation boundaries to upstream and downstream skills.

platform-sharing-rules-generate handles creation, modification, and deletion of salesforce sharing rules metadata across criteria-based, role-based, and guest user sharing types.

platform-custom-object-generate covers salesforce custom object metadata creation, xml generation, and field/validation rule management with required description freshness enforcement on every object mutation.

building-omnistudio-omniscript guides declarative omniScript construction with 120-point validation scoring, element selection strategy, and data flow tracing for multi-step guided experiences without code generation.

testing-agentforce automates validation of agentforce agents through smoke tests, batch execution, and trace analysis. covers iterative fix loops but procedure remains incomplete in the provided skill.md excerpt.

testing-agentforce covers automated test execution for agentforce agents including smoke testing, batch runs, and trace analysis, but the specification is incomplete and lacks procedural clarity in critical areas.

querying-soql covers soql and sosl query authoring, optimization, and analysis for salesforce. handles natural-language-to-query generation, relationship queries, aggregates, and governor-aware design with clear delegation boundaries.

generating-flexipage covers creation, modification, and troubleshooting of salesforce lightning pages and flexipage metadata. emphasizes cli-first approach to prevent deployment errors.

generates mermaid diagrams and ascii fallbacks for salesforce architecture, oauth flows, integrations, and entity relationships. lacks actionable steps and failure recovery guidance.

implementing-ui-bundle-agentforce-conversation-client guides embedding the pre-built agentforce conversation client component in salesforce projects by import, configuration, and prerequisite setup. it emphasizes hard constraints against custom component builds.

building-omnistudio-datamapper covers extract, transform, load, and turbo extract data mapper creation within salesforce omnistudio, including field mapping design, query optimization, fls validation, and scoring against internal criteria.

harmonizing-datacloud covers the data cloud harmonize phase, handling dmo creation, identity resolution, unified profiles, and data graph operations within salesforce data cloud.

platform-metadata-deploy covers salesforce devops automation via sf cli v2, addressing deployment orchestration, scratch org management, and ci/cd workflow setup with clear ownership boundaries but sparse procedural detail.

generates salesforce custom application metadata to host react ui bundles in lightning experience, routing bundle names and namespace values through fallback chains and api-version-aware field selection.

platform-soql-query covers soql and sosl authoring, optimization, and performance analysis with clear delegation boundaries, but lacks actionable procedures and failure-mode guidance.

orchestrating-datacloud provides workflow-level guidance for salesforce data cloud multi-phase tasks (connect, prepare, harmonize, segment, act) and troubleshooting across pipeline stages, but lacks procedural depth and failure-mode coverage.

running-code-analyzer invokes salesforce code analyzer to detect security, performance, and style violations across multiple engines, with mandatory script-based result handling.

generates salesforce flow metadata by orchestrating a three-step mcp pipeline (metadata fetch, element selection, code generation) to produce deployment-ready flow xml for screen, autolaunched, record-triggered, and scheduled flow types.

design-systems-slds-apply covers selecting and implementing slds artifacts (components, blueprints, styling hooks, utility classes, icons) for v2-compliant ui. includes validation scope limitations for non-html frameworks.

agentforce-architecture-analyze reads declared metadata for a single Agentforce agent across planner, topics, actions, flows, apex, and plugins. execution completes in 30-60s via parallel tooling soql.

platform-custom-field-generate handles creation and validation of salesforce custom field metadata xml, with explicit constraints for mandatory attributes and documented pitfalls around naming conventions and field value formatting.

generates salesforce permission set xml metadata with object, field, user, and app permissions. covers core properties and naming conventions but lacks complete procedural depth.

dx-org-manage wraps salesforce dx org lifecycle operations (scratch org creation, snapshots, browser opens) with bash tooling and structured json output capture. procedure routing based on user intent and file detection.

dx-app-analytics-query covers salesforce app analytics metadata types and query lifecycle management, including request creation, settings configuration, datatype selection, and troubleshooting of failed or expired queries.

experience-ui-bundle-frontend-generate activates before ui styling or component edits in existing apps. establishes routing standards, typescript rules, design principles, and mobile responsiveness requirements, but omits activation conditions and failure recovery.

generating-visual-diagrams handles rendered image output for salesforce contexts via nano banana pro, covering erds, mockups, and architecture illustrations. lacks procedural depth and failure handling.

generating-permission-set constructs salesforce permission set xml metadata with object, field, and user permissions, starting from core properties and naming conventions through structured xml assembly.

dx-code-analyzer-run invokes salesforce code analyzer across multiple engines (pmd, eslint, cpd) to detect security, performance, and style violations. enforces mandatory use of bundled scripts for result processing.

observing-agentforce covers session trace inspection and live preview testing for agentforce agents via a three-phase workflow (observe, reproduce, improve), with fallback paths when data cloud sessions are unavailable.

deploying-omnistudio-datapacks covers vlocity build orchestration for datapack export, deployment, and retry workflows. scope includes manifest-driven deploys, dependency resolution, and ci/cd sequencing but lacks concrete procedural steps.

uplifting-components-to-slds2 provides category mappings for migrating web components from slds 1 to slds 2 styling hooks, but lacks procedural depth and execution guidance for agents.

using-ui-bundle-salesforce-data specifies mandatory use of the salesforce data sdk for record operations within ui bundle contexts, covering graphql queries and rest fallback patterns.

experience-ui-bundle-app-coordinate orchestrates salesforce react ui bundle creation from natural language by sequencing specialized skills in dependency order, with explicit conflict detection before proceeding.

generating-list-view covers creating and configuring salesforce list view metadata for filtered record listings, but provides minimal procedural depth and no concrete deployment guidance.

generating-validation-rule addresses salesforce validation rule creation and deployment, covering formula generation and data quality enforcement. lacks actionable procedural steps and edge case handling.

developing-agentforce covers agent script authoring on atlas reasoning engine, including syntax, design patterns, validation, debugging, and deployment workflows for .agent files within aiauthoringbundle metadata structures.

skill covers react/typescript ui development within existing app bundles, enforcing shadcn/ui, tailwind, routing patterns, and design aesthetics. activates before visual or layout changes to existing pages, components, or sections.

implementing-ui-bundle-file-upload provides programmatic apis for file upload handling in react applications. developers must construct custom ui components while leveraging the upload() function and progress callbacks.

platform-metadata-api-context-get documents the salesforce metadata api's 604 types with json-structured schemas, fields, and examples. primarily a reference resource requiring programmatic section-extraction to avoid token waste rather than a procedural skill.

developing-agentforce covers agent script authoring for salesforce's atlas reasoning engine, including lifecycle phases from design through deployment, but lacks procedural specificity and edge case documentation.

generating-ui-bundle-metadata documents initial scaffold setup for salesforce ui bundles using the sf cli, covering naming constraints and post-generation boilerplate replacement steps.

platform-docs-get retrieves official salesforce documentation from developer.salesforce.com, help.salesforce.com, and related domains. scope is clearly bounded but procedure details are missing.

experience-lwc-generate covers lightning web component scaffolding, wire service integration, and Jest testing. lacks actionable procedures and failure mode guidance.

segmenting-datacloud covers salesforce data cloud segment creation, calculated insights, and publish workflows. lacks procedural depth and edge case handling.

experience-ui-bundle-file-upload-generate provides programmatic file upload apis for react ui bundles, requiring developers to build custom ui components around the core upload() function and progress callbacks.

generating-ui-bundle-features documents how to search, inspect, and install pre-built feature packages into salesforce ui bundles using a cli tool, with emphasis on avoiding duplication and managing conflicts.

analyzing-omnistudio-dependencies audits OmniStudio component interdependencies across namespaces. maps relationships between omniscripts, flexcards, and integration procedures. generates mermaid visualizations of dependency graphs for impact assessment.

modeling-omnistudio-epc-catalog provides templated artifact references for salesforce industries product modeling but lacks executable procedure, decision logic, and failure guidance.

Integrate Salesforce B2B Commerce open source components from GitHub into B2B Commerce stores. Use when users mention "integrate open code components", "open…

Interactive workflow to create Commerce B2B Stores and retrieve storefront metadata. Use when users want to: create B2B Commerce stores, build Commerce…

Use this skill when users need to create, generate, or validate a Salesforce global value set or customize a standard value set. Trigger when users mention a…

Salesforce Industries CME EPC product-modeling skill for Product2-based catalog creation. Use when creating EPC products, configuring product attributes,…

OmniStudio FlexCard creation and validation with 130-point scoring. Use when building at-a-glance UI cards, configuring data source bindings to Integration…

Salesforce Industries DataPack deployment automation using Vlocity Build. TRIGGER when: user deploys or validates OmniStudio/Vlocity DataPacks with vlocity…

Review a Lightning Web Component for **mobile offline** compatibility — the Komaci offline static analyzer that pre-primes the data graph for Salesforce Mobile…

OmniStudio Integration Procedure creation and validation with 110-point scoring. Use this skill when building server-side process orchestrations that combine…

Salesforce Industries Common Core (OmniStudio/Vlocity) Apex callable generation and review skill with 120-point scoring. Use when creating, reviewing, or…

OmniStudio OmniScript creation and validation with 120-point scoring. Use when building guided digital experiences, multi-step forms, or interactive processes…

Cross-cutting OmniStudio analysis skill for namespace detection, dependency visualization, and impact analysis across OmniScripts, FlexCards, Integration…

Salesforce Data Cloud Segment phase. Use this skill when the user creates or publishes segments, manages calculated insights, or troubleshoots audience SQL in…

OmniStudio Data Mapper (formerly DataRaptor) creation and validation with 100-point scoring. Use when building Extract, Transform, Load, or Turbo Extract Data…

Salesforce Data Cloud Harmonize phase. Use this skill when the user works with DMOs, mappings, relationships, identity resolution, unified profiles, data…

Salesforce Data Cloud product orchestrator for connect→prepare→harmonize→segment→act workflows. Use this skill when the user needs a multi-step Data Cloud…

Salesforce Data Cloud Prepare phase. Use this skill when the user creates or manages Data Cloud data streams, DLOs, transforms, or Document AI configurations.…

Build a Salesforce LWC that uses native mobile device capabilities — barcode scanner, biometrics, location, NFC, calendar, contacts, document scanner,…

Salesforce Data Cloud Act phase. Use this skill when the user manages activations, activation targets, data actions, or downstream delivery of Data Cloud…

The entry point for building any Salesforce native mobile app on iOS or Android. TRIGGER when the user says: "build a Salesforce iOS app", "add Salesforce…

Salesforce Data Cloud Connect phase. Use this skill when the user manages Data Cloud connections, connectors, or sets up a new source system. TRIGGER when:…

Salesforce Data Cloud Retrieve phase. Use this skill when the user runs Data Cloud SQL, async queries, vector search, search-index workflows, or metadata…

Retrieve Data Lake Object (DLO) and Data Model Object (DMO) schema information from Salesforce Data Cloud using REST APIs. Use this skill when you need to…

Develop and deploy Data Cloud Code Extensions using SF CLI plugin. Use this skill when creating custom Python transformations for Data Cloud, deploying code…

Enable or disable the org preference that controls whether a Salesforce org can receive partner offers from the Transactable Marketplace. Use this skill when…

Use this skill when users need to create, modify, or validate Salesforce Validation Rules. Trigger when users mention validation rules, field validation, data…

Searches for and retrieves existing visual media (images, logos, icons, photos, graphics, banners, thumbnails, hero images, backgrounds) from sources such as…

Extracts, retrieves, and applies CMS brand guidelines (voice, tone, style, colors, typography) to generated content. Use this skill ANY TIME a user request…

Use this skill when users need to create Custom Lightning Types (CLTs) for Einstein Agent actions or structured input/output schemas. Trigger when users…

Runs DevOps Center test suites on a pipeline stage (Pre-Promote, Post-Promote, or Review event) end to end: triggers async execution via the Connect API after…

Recommends and manages DevOps Center test suite assignments for pipeline stages. Mode A analyzes a commit diff against assigned suite metadata to recommend…

Configures DevOps Center pipeline testing infrastructure: enables a test provider so its suites become available, re-syncs a configured provider to pull in new…

Fetch agentic setup prompt categories from a connected Salesforce org using the Connect API. Use this skill to call GET /agenticsetup/categories and return the…

Use this skill when users need to create or configure Salesforce Custom Tabs. Trigger when users mention tabs, navigation tabs, object tabs, web tabs,…

MUST activate when the project contains a uiBundles/*/src/ directory and the task involves creating or configuring site infrastructure. Use this skill when…

Use this skill when the user asks to add, embed, integrate, configure, style, or remove an agent, chatbot, chat widget, conversation client, or AI assistant in…

MUST activate when the project contains a uiBundles/*/src/ directory and the user wants to add a pre-built feature — such as authentication (login, logout,…

MUST activate whenever a uiBundles/*/src/ project reads, writes, or displays Salesforce data — INCLUDING building a page, list, table, card grid, dashboard, or…

Generates correct, deployable Salesforce permission set metadata (PermissionSet XML) with object, field, user, and app permissions. Use this skill when…

MUST activate when the project has a uiBundles/*/src/ directory and the task involves deploying to an org or post-deploy org setup. Deploys a UI bundle app and…

Analyzes DevOps Center test failures and Code Analyzer violations in plain language — failure category, offending file/class/method/line, rule violated, fix…

Use this skill when adding a front-end React UI bundle to an existing project or configuring UI bundle metadata and config files. TRIGGER when: adding or…

Generate AgentforcePlatformTracingSettings metadata to enable or disable Agentforce agent execution trace spans flowing to Data Cloud. Use this skill for any…

Generate Salesforce Flows using the MCP tool execute_metadata_action. Use when the user asks to create, build, or generate a flow — including Screen,…

Data Cloud 360° view of a single Agentforce session. TRIGGER when user asks to trace, inspect, summarize, or describe a specific Agentforce session by session…

Generate EventSettings metadata to enable or disable Platform Tracing (TraceSpanEvent publishing) in Event Monitoring. Use this skill for any EventSettings…

Salesforce integration architecture and runtime plumbing with 120-point scoring. Use this skill to set up Named Credentials, External Credentials, External…

Salesforce Connected Apps and External Client Apps OAuth configuration with 120-point scoring. Use this skill to configure OAuth flows, JWT bearer auth,…

Primary Apex authoring skill for class generation, refactoring, and review. ALWAYS ACTIVATE when the user mentions Apex, .cls, triggers, or asks to…

ALWAYS USE THIS SKILL to assign permission sets to org users. Assign one or more permission sets to org users using the sf org assign permset command. TRIGGER…

Migrate Lightning Web Components from SLDS 1 to SLDS 2 by running the SLDS linter and fixing violations. Use this skill whenever users mention SLDS 2, SLDS…

Analyze production Agentforce agent behavior using session traces and Data Cloud. TRIGGER when: user queries STDM session data or Data Cloud trace records;…

Build complete Salesforce Lightning Experience applications from natural language descriptions. Use this skill when a user requests a "complete app",…

Use this skill when users need to create, generate, or validate Salesforce List View metadata. Trigger when users mention list views, filtered record lists,…

Use this skill when users need to create Custom Lightning Types (CLTs) for Einstein Agent actions or structured input/output schemas. Trigger when users…

Salesforce data operations with 130-point scoring. Use this skill to create, update, delete, bulk import/export, generate test data, and clean up org records…

Generate Salesforce Flows using the MCP tool execute_metadata_action. Use when the user asks to create, build, or generate a flow — including Screen,…

Apex test execution, coverage analysis, and test-fix loops with 120-point scoring. Use when the user needs to run Apex tests, check code coverage, fix failing…

Salesforce debug log analysis and troubleshooting with 100-point scoring. TRIGGER when: user analyzes debug logs, hits governor limits, reads stack traces, or…

Create custom Code Analyzer rules for Regex (pattern matching), PMD (XPath/AST for Apex and metadata XML), and ESLint (LWC/JavaScript/TypeScript). Use when…

Replace OOTB (out-of-the-box) B2B Commerce components with open source equivalents in site metadata content.json files, or look up the equivalent open code…

MUST activate when the project contains a uiBundles/*/src/ directory and the task involves uploading, attaching, or dropping files. Use this skill when adding…

Analyze production Agentforce agent behavior using session traces and Data Cloud. TRIGGER when: user queries STDM session data or Data Cloud trace records;…

Salesforce DevOps automation using sf CLI v2. TRIGGER when: user deploys metadata, creates/manages scratch orgs or sandboxes, sets up CI/CD pipelines, or…

Lightning Web Components with PICKLES methodology and 165-point scoring. Use this skill when the user creates or edits LWC components, builds wire service…

Apex test execution, coverage analysis, and test-fix loops with 120-point scoring. Use when the user needs to run Apex tests, check code coverage, fix failing…

Official Salesforce documentation retrieval skill. Use when you need authoritative Salesforce docs from developer.salesforce.com, help.salesforce.com,…

Salesforce architecture diagrams using Mermaid with ASCII fallback. Use this skill when generating text-based diagrams for Salesforce architecture, OAuth…

Salesforce data operations with 130-point scoring. Use this skill to create, update, delete, bulk import/export, generate test data, and clean up org records…

Salesforce Data Cloud Prepare phase. Use this skill when the user creates or manages Data Cloud data streams, DLOs, transforms, or Document AI configurations.…

Salesforce Data Cloud Act phase. Use this skill when the user manages activations, activation targets, data actions, or downstream delivery of Data Cloud…

Salesforce Data Cloud Retrieve phase. Use this skill when the user runs Data Cloud SQL, async queries, vector search, search-index workflows, or metadata…

generating-ui-bundle-features — an installable skill for AI agents, published by forcedotcom/afv-library.

building-ui-bundle-frontend — an installable skill for AI agents, published by forcedotcom/afv-library.

generating-custom-tab — an installable skill for AI agents, published by forcedotcom/afv-library.

generating-custom-object — an installable skill for AI agents, published by forcedotcom/afv-library.

generating-custom-field — an installable skill for AI agents, published by forcedotcom/afv-library.

using-ui-bundle-salesforce-data — an installable skill for AI agents, published by forcedotcom/afv-library.

generating-apex — an installable skill for AI agents, published by forcedotcom/afv-library.

switching-org — an installable skill for AI agents, published by forcedotcom/afv-library.

implementing-ui-bundle-agentforce-conversation-client — an installable skill for AI agents, published by forcedotcom/afv-library.

Refactor Salesforce triggers into handler patterns with automated test generation and deployment. Use when modernizing legacy triggers with DML/SOQL in loops…