Google Workspace CLI automation via gogcli. Gmail, Calendar, Drive, Docs, Slides, Sheets, and 9 more services. JSON-first output, composable pipelines.

Content extraction skill for AI coding agents. YouTube transcripts, podcasts, PDFs, images (OCR), audio/video via the summarize CLI.

Build system optimization covering compilation, caching, incremental builds, and developer tooling. Use when improving build times, configuring CI pipelines, or designing developer tools.

GitHub Actions workflow patterns for CI/CD including matrix builds, reusable workflows, secrets management, and caching strategies. Use when setting up or optimizing GitHub Actions pipelines.

Design and write hands-on tutorials with progressive disclosure, exercises, and troubleshooting sections. Use when creating learning content, workshops, or step-by-step guides.

Interact with Slack workspaces — send messages, react, pin/unpin, read history, manage threads, search, upload files, and look up members. Use when the user asks to send a Slack message, react to something, read a channel, or manage Slack content.

Use this skill when editing CRM Analytics dashboard JSON directly to implement advanced bindings, custom SAQL/SOQL step queries, layout changes, step parameters, or cross-widget interactions. Trigger keywords: dashboard JSON, SAQL step, binding syntax, mustache binding, dashboard REST API, widget layout, step limit, datasetId, datasetVersionId. NOT for standard dashboard builder UI configuration, chart type selection, or dataset design.

Use when designing, implementing, or auditing a Change Advisory Board (CAB) process for Salesforce deployments — covering change classification (standard, normal, emergency), required approvals, deployment gate sequencing, and integration with external ITSM tooling. NOT for record-level approval workflows (use Salesforce Approval Processes for business-object approvals), NOT for detailed pipeline automation scripting (see devops-process-documentation or pre-deployment-checklist), and NOT for Salesforce DevOps Center pipeline configuration.

Configuring Salesforce Omni-Channel routing from scratch or updating existing routing: enabling Omni-Channel, creating Service Channels, configuring Routing Configurations (queue-based and skills-based), setting up Presence Statuses and Presence Configurations, assigning skills to Service Resources, and defining Skills-Based Routing Rules. Trigger keywords: Omni-Channel setup, routing configuration, queue-based routing, skills-based routing, presence status, service channel, routing rules. NOT for capacity model design (use omni-channel-capacity-model). NOT for OmniStudio FlexCards or DataRaptors. NOT for Omni-Channel Supervisor dashboard analysis.

Rebate Management setup: rebate types, payout calculations, accruals, partner rebates, program setup, compliance reporting. NOT for CPQ discounts on quotes (use revenue-cloud-cpq-setup). NOT for channel loyalty programs (use partner-loyalty-programs).

Use when configuring Remote Site Settings to allow Apex callouts to external URLs, or when distinguishing Remote Site Settings from CSP Trusted Sites for Lightning component resource loading. NOT for Named Credentials (use named-credential-configuration).

Use when learning, designing, or explaining Salesforce Reports and Dashboards from first principles — report types, custom report types, groupings, bucket fields, summary formulas, charts, dashboard components, dynamic dashboards, report subscriptions, and folder permissions. Triggers: 'how do I build a report', 'what report type should I use', 'set up a dashboard', 'joined report limits', 'bucket field vs formula', 'dynamic dashboard running user'. NOT for CRM Analytics (use crm-analytics-* skills). NOT for Einstein Discovery predictive analytics. NOT for troubleshooting missing report data caused by sharing model issues (use admin/reports-and-dashboards for that).

Use when building, auditing, or troubleshooting Salesforce Reports and Dashboards. Triggers: 'report', 'dashboard', 'missing data in report', 'pipeline report', 'cross-filter', 'report subscription', 'dashboard refresh'. NOT for Einstein Analytics / CRM Analytics — separate skill needed for that.

Eliciting, documenting, and structuring a sales process before it is built in Salesforce: stage sequencing, entry/exit criteria per stage, win/loss analysis requirements, and stage transition rules. Use when a business needs to analyse or formalise its sales methodology before any Salesforce configuration begins. Trigger keywords: sales process design, stage discovery, entry criteria, exit criteria, stage gate, win/loss categorisation, sales methodology, pipeline stages, opportunity stage mapping. NOT for configuring OpportunityStage picklist values, Sales Processes, or record types in Setup (use opportunity-management skill). NOT for Path configuration. NOT for Collaborative Forecasts or quota alignment.

Use this skill when configuring or troubleshooting NPSP soft credits, partial soft credits, or matching gift workflows — including OpportunityContactRole-based credit attribution, npsp__Partial_Soft_Credit__c records, and the Find Matched Gifts process. NOT for gift entry staging flows, recurring donation setup, or non-NPSP Salesforce Fundraising (Gift object) credit configurations.

Use this skill when integrating Einstein Discovery predictions into Salesforce apps, automating bulk scoring jobs, deploying stories as prediction definitions, managing models via API, or querying prediction history. Trigger keywords: Einstein Discovery, smartdatadiscovery, predict endpoint, bulk scoring job, model refresh job, prediction definition, story deployment, regression prediction, multiclass prediction, CRM Analytics ML. NOT for CRM Analytics dashboard design, TCRM dataset management, Einstein Prediction Builder binary classification (which requires no CRM Analytics license), or Einstein Next Best Action recommendation strategies.

Use this skill when grounding Agentforce agents with retrieved knowledge using Data Cloud vector search, configuring vector search indexes, selecting chunking and embedding strategies, or controlling how retrieved context flows through the Einstein Trust Layer into prompts. NOT for Data Cloud data model setup (use a Data Cloud skill), NOT for Agentforce agent creation or topic design (use agentforce-agent-creation or agent-topic-design), and NOT for BYO LLM configuration (use model-builder-and-byollm).

Use this skill when extracting Salesforce data for consumption by external LLMs or vector stores outside the Salesforce ecosystem — covering Bulk API v2 extraction patterns, PII scrubbing before transmission, chunking and embedding pipelines that run in external infrastructure, and non-Data-Cloud vector store ingestion (Pinecone, pgvector, Weaviate, OpenSearch). Trigger keywords: export Salesforce data to external LLM, Bulk API extract for embeddings, send Salesforce records to OpenAI, pipe Salesforce data to Pinecone, PII scrubbing before LLM, external vector store ingestion. NOT for Data Cloud vector search or grounding within Salesforce (use rag-patterns-in-salesforce), NOT for Data Cloud data model or harmonized schema design (use ai-ready-data-architecture), NOT for Agentforce agent creation or topic design (use agentforce-agent-creation), NOT for BYO LLM registration inside Salesforce (use model-builder-and-byollm).

Use when Apex must create, persist, stream, or serve binary files — including uploading from LWC/REST, generating ContentVersion records, chunking large bodies, relating files to records via ContentDocumentLink, and handling the heap/payload limits that trip binary workflows. Triggers: 'ContentVersion VersionData Blob', 'upload file from LWC to Apex', 'large file heap limit Apex', 'ContentDocumentLink sharing'. NOT for generating PDFs (use pdf-generation-patterns); NOT for email attachment parsing (use apex-email-services).

Sharing records programmatically via Apex: Share objects, row cause, sharing recalculation, with/without sharing patterns. NOT for declarative sharing rules (use sharing-and-visibility).

Use when writing Apex that validates, extracts, or transforms strings with Pattern/Matcher or String regex methods. Covers catastrophic backtracking, 1M char input cap, anchored vs unanchored matching, and replaceAll reserved `$`/`\\` chars. NOT for SOQL LIKE queries, Flow formula REGEX, or client-side JavaScript regex.

Use this skill when extending Salesforce B2B/B2C Commerce Cloud behavior through Apex: building custom cart calculators, implementing pricing hooks, integrating inventory checks, or registering custom checkout extensions via the CartExtension Apex namespace and RegisteredExternalService metadata. NOT for standard LWC Commerce components, declarative store configuration, or Experience Builder page layouts — use admin/commerce-checkout-configuration for those.

Use when implementing Salesforce CPQ plugin interfaces in Apex or JavaScript (JS QCP) to customize quote calculation, product search, order creation, contracting, or configuration screens. Trigger keywords: SBQQ plugin, QuoteCalculatorPlugin, ProductSearchPlugin, OrderPlugin, ContractingPlugin, ConfigurationInitializerPlugin, SBQQ__CustomScript__c, JS QCP, calculate callback, CPQ plugin registration. NOT for standard Apex triggers on SBQQ__Quote__c or SBQQ__QuoteLine__c. NOT for Flow-based customization of CPQ processes. NOT for declarative CPQ configuration such as price rules, discount schedules, or product rules that do not require code.

Use when programmatically driving Salesforce CPQ operations from Apex or REST — creating quotes, adding products, calculating pricing, saving quotes, amending contracts, or renewing contracts through the SBQQ.ServiceRouter API. Trigger keywords: CPQ API, SBQQ.ServiceRouter, QuoteCalculator, QuoteReader, QuoteSaver, QuoteProductAdder, ProductLoader, ContractAmender, ContractRenewer, programmatic quote, calculate callback, CPQ REST API. NOT for standard REST API or Salesforce Connect. NOT for declarative CPQ configuration such as price rules, discount schedules, or product rules. NOT for CPQ plugin interfaces (QuoteCalculatorPlugin, OrderPlugin).

Use when designing or implementing a cross-cutting Apex error handling framework: custom exception hierarchies, rollback-safe logging via Platform Events, BatchApexErrorEvent processing, correlation ID threading, or a unified catch/log/rethrow utility class. Trigger keywords: 'error framework', 'centralized logging', 'rollback-safe log', 'BatchApexErrorEvent', 'correlation ID async', 'AuraHandledException boundary', 'Error_Log__c design'. NOT for individual try/catch block syntax help, basic DmlException handling, or choosing between synchronous and asynchronous execution models.

Use this skill when extending Financial Services Cloud (FSC) behavior through Apex: customizing financial rollup recalculation, disabling built-in FSC triggers to write custom trigger logic, implementing Compliant Data Sharing (CDS) participant/role integrations, or building custom FSC action handlers. NOT for standard Apex unrelated to the FSC managed package, standard Salesforce sharing rules, or configuring FSC rollups through the Admin UI — use the admin/financial-account-setup skill for declarative rollup setup.