Set up macOS automation access for Apple Notes via AppleScript, JXA, and Shortcuts. Use when configuring accessibility permissions, setting up osascript access, or initializing Apple Notes automation on macOS. Trigger: "setup apple notes", "apple notes automation", "apple notes permissions".

Reference architecture for Apple Notes automation systems. Trigger: "apple notes architecture".

Migrate Apple Notes automation scripts between macOS versions. Trigger: "apple notes upgrade migration".

Production readiness checklist for CAST AI cluster onboarding. Use when going live with CAST AI autoscaling, validating Phase 2 setup, or preparing for production cost optimization. Trigger with phrases like "cast ai production", "cast ai go-live", "cast ai checklist", "cast ai launch".

Configure RBAC and namespace isolation for CoreWeave multi-team GPU access. Use when managing team permissions, isolating GPU quotas, or implementing namespace-level access control. Trigger with phrases like "coreweave rbac", "coreweave permissions", "coreweave namespace isolation", "coreweave team access".

Configure CoreWeave across development, staging, and production environments. Use when setting up multi-environment GPU infrastructure, separating namespaces, or managing per-environment GPU quotas. Trigger with phrases like "coreweave environments", "coreweave staging", "coreweave multi-env", "coreweave namespace setup".

Execute major migration strategies for Flexport including migrating from legacy freight forwarders, ERP system integration, and strangler fig patterns. Trigger: "flexport migration", "migrate to flexport", "flexport ERP integration".

Data quality and pipeline health check — freshness, schema drift, null rates, orphaned records, pipeline status. Use when asked about "data quality check", "pipeline health", "is our data fresh", or "schema drift".

Build a data pipeline — ETL/ELT with extraction, transformation, loading, error handling, and scheduling. Use when asked to "build ETL", "data pipeline", "move data from X to Y", or "sync data".

Database reconnaissance — full inventory of schema, migrations, data volume, backups, connection pooling, and query patterns. Use when asked to "assess this database", "understand the schema", or "database health check".

Implement Framer webhook signature validation and event handling. Use when setting up webhook endpoints, implementing signature verification, or handling Framer event notifications securely. Trigger with phrases like "framer webhook", "framer events", "framer webhook signature", "handle framer events", "framer notifications".

Configure Grammarly enterprise role-based access control. Use when managing team access, configuring organization settings, or implementing Grammarly enterprise governance. Trigger with phrases like "grammarly enterprise", "grammarly teams", "grammarly rbac", "grammarly organization", "grammarly admin".

Implement Hootsuite reference architecture with best-practice project layout. Use when designing new Hootsuite integrations, reviewing project structure, or establishing architecture standards for Hootsuite applications. Trigger with phrases like "hootsuite architecture", "hootsuite best practices", "hootsuite project structure", "how to organize hootsuite", "hootsuite layout".

Implement Hootsuite webhook signature validation and event handling. Use when setting up webhook endpoints, implementing signature verification, or handling Hootsuite event notifications securely. Trigger with phrases like "hootsuite webhook", "hootsuite events", "hootsuite webhook signature", "handle hootsuite events", "hootsuite notifications".

Prod Checklist for OpenEvidence. Trigger: "openevidence prod checklist".

Build a browser-based code editor with WebContainers: file tree, editor, terminal, and preview. Use when creating interactive coding environments, building educational tools, or embedding development environments in web apps. Trigger: "webcontainer IDE", "browser IDE", "stackblitz editor", "code playground".

Manage stakeholder communication template operations. Auto-activating skill for Enterprise Workflows. Triggers on: stakeholder communication template, stakeholder communication template Part of the Enterprise Workflows skill category. Use when working with stakeholder communication template functionality. Trigger with phrases like "stakeholder communication template", "stakeholder template", "stakeholder".

Create troubleshooting guide creator operations. Auto-activating skill for Technical Documentation. Triggers on: troubleshooting guide creator, troubleshooting guide creator Part of the Technical Documentation skill category. Use when working with troubleshooting guide creator functionality. Trigger with phrases like "troubleshooting guide creator", "troubleshooting creator", "troubleshooting".

Build IAM from scratch — roles, policies, service accounts with least privilege. Use when asked to "set up IAM", "create roles", "service accounts", or "access control".

Create acceptance criteria creator operations. Auto-activating skill for Enterprise Workflows. Triggers on: acceptance criteria creator, acceptance criteria creator Part of the Enterprise Workflows skill category. Use when working with acceptance criteria creator functionality. Trigger with phrases like "acceptance criteria creator", "acceptance creator", "acceptance".

Create airflow operator creator operations. Auto-activating skill for Data Pipelines. Triggers on: airflow operator creator, airflow operator creator Part of the Data Pipelines skill category. Use when working with airflow operator creator functionality. Trigger with phrases like "airflow operator creator", "airflow creator", "airflow".

Manage alertmanager rules config operations. Auto-activating skill for DevOps Advanced. Triggers on: alertmanager rules config, alertmanager rules config Part of the DevOps Advanced skill category. Use when configuring systems or services. Trigger with phrases like "alertmanager rules config", "alertmanager config", "alertmanager".

Generate ansible playbook generator operations. Auto-activating skill for DevOps Advanced. Triggers on: ansible playbook generator, ansible playbook generator Part of the DevOps Advanced skill category. Use when working with ansible playbook generator functionality. Trigger with phrases like "ansible playbook generator", "ansible generator", "ansible".

Calculate apdex score calculator operations. Auto-activating skill for Performance Testing. Triggers on: apdex score calculator, apdex score calculator Part of the Performance Testing skill category. Use when working with apdex score calculator functionality. Trigger with phrases like "apdex score calculator", "apdex calculator", "apdex".

Reference architecture for AppFolio property management integration. Trigger: "appfolio architecture".

Incident response runbook for Apple Notes automation failures. Trigger: "apple notes incident".

Monitor Apple Notes automation health and performance metrics. Trigger: "apple notes monitoring".

Optimize Apple Notes automation performance for large note collections. Trigger: "apple notes performance".

Production checklist for Apple Notes automation deployments. Trigger: "apple notes production checklist".

Handle Apple Notes automation rate limits and iCloud sync throttling. Trigger: "apple notes rate limit".

Monitor Apple Notes changes using file system events and Shortcuts triggers. Trigger: "apple notes events".

Generate approval workflow generator operations. Auto-activating skill for Business Automation. Triggers on: approval workflow generator, approval workflow generator Part of the Business Automation skill category. Use when working with approval workflow generator functionality. Trigger with phrases like "approval workflow generator", "approval generator", "approval".

Generate artillery config generator operations. Auto-activating skill for Performance Testing. Triggers on: artillery config generator, artillery config generator Part of the Performance Testing skill category. Use when configuring systems or services. Trigger with phrases like "artillery config generator", "artillery generator", "artillery".

Execute backlog grooming assistant operations. Auto-activating skill for Enterprise Workflows. Triggers on: backlog grooming assistant, backlog grooming assistant Part of the Enterprise Workflows skill category. Use when working with backlog grooming assistant functionality. Trigger with phrases like "backlog grooming assistant", "backlog assistant", "backlog".

Execute batch inference pipeline operations. Auto-activating skill for ML Deployment. Triggers on: batch inference pipeline, batch inference pipeline Part of the ML Deployment skill category. Use when working with batch inference pipeline functionality. Trigger with phrases like "batch inference pipeline", "batch pipeline", "batch".

Create benchmark suite creator operations. Auto-activating skill for Performance Testing. Triggers on: benchmark suite creator, benchmark suite creator Part of the Performance Testing skill category. Use when working with benchmark suite creator functionality. Trigger with phrases like "benchmark suite creator", "benchmark creator", "benchmark".

Execute bottleneck identifier operations. Auto-activating skill for Performance Testing. Triggers on: bottleneck identifier, bottleneck identifier Part of the Performance Testing skill category. Use when working with bottleneck identifier functionality. Trigger with phrases like "bottleneck identifier", "bottleneck identifier", "bottleneck".

Generate change request generator operations. Auto-activating skill for Enterprise Workflows. Triggers on: change request generator, change request generator Part of the Enterprise Workflows skill category. Use when working with change request generator functionality. Trigger with phrases like "change request generator", "change generator", "change".

Generate changelog generator operations. Auto-activating skill for Technical Documentation. Triggers on: changelog generator, changelog generator Part of the Technical Documentation skill category. Use when working with changelog generator functionality. Trigger with phrases like "changelog generator", "changelog generator", "changelog".

Analyze code documentation analyzer operations. Auto-activating skill for Technical Documentation. Triggers on: code documentation analyzer, code documentation analyzer Part of the Technical Documentation skill category. Use when analyzing or auditing code documentation analyzer. Trigger with phrases like "code documentation analyzer", "code analyzer", "analyze code documentation r".

Generate code of conduct generator operations. Auto-activating skill for Technical Documentation. Triggers on: code of conduct generator, code of conduct generator Part of the Technical Documentation skill category. Use when working with code of conduct generator functionality. Trigger with phrases like "code of conduct generator", "code generator", "code".

Manage commit message formatter operations. Auto-activating skill for DevOps Basics. Triggers on: commit message formatter, commit message formatter Part of the DevOps Basics skill category. Use when working with commit message formatter functionality. Trigger with phrases like "commit message formatter", "commit formatter", "commit".

Optimize compression optimizer operations. Auto-activating skill for Data Pipelines. Triggers on: compression optimizer, compression optimizer Part of the Data Pipelines skill category. Use when working with compression optimizer functionality. Trigger with phrases like "compression optimizer", "compression optimizer", "compression".

Generate configuration reference generator operations. Auto-activating skill for Technical Documentation. Triggers on: configuration reference generator, configuration reference generator Part of the Technical Documentation skill category. Use when configuring systems or services. Trigger with phrases like "configuration reference generator", "configuration generator", "configuration".

Generate confluence page generator operations. Auto-activating skill for Enterprise Workflows. Triggers on: confluence page generator, confluence page generator Part of the Enterprise Workflows skill category. Use when working with confluence page generator functionality. Trigger with phrases like "confluence page generator", "confluence generator", "confluence".

Generate confusion matrix generator operations. Auto-activating skill for ML Training. Triggers on: confusion matrix generator, confusion matrix generator Part of the ML Training skill category. Use when working with confusion matrix generator functionality. Trigger with phrases like "confusion matrix generator", "confusion generator", "confusion".

Analyze connection pool analyzer operations. Auto-activating skill for Performance Testing. Triggers on: connection pool analyzer, connection pool analyzer Part of the Performance Testing skill category. Use when analyzing or auditing connection pool analyzer. Trigger with phrases like "connection pool analyzer", "connection analyzer", "analyze connection pool r".

Manage consul service discovery operations. Auto-activating skill for DevOps Advanced. Triggers on: consul service discovery, consul service discovery Part of the DevOps Advanced skill category. Use when working with consul service discovery functionality. Trigger with phrases like "consul service discovery", "consul discovery", "consul".

Create contributing guide creator operations. Auto-activating skill for Technical Documentation. Triggers on: contributing guide creator, contributing guide creator Part of the Technical Documentation skill category. Use when working with contributing guide creator functionality. Trigger with phrases like "contributing guide creator", "contributing creator", "contributing".

Set up local development workflow for CoreWeave GPU deployments. Use when building containers locally, testing YAML manifests, or iterating on model serving configurations before deploying. Trigger with phrases like "coreweave dev setup", "coreweave local testing", "develop for coreweave", "coreweave container build".

Create dagster pipeline creator operations. Auto-activating skill for Data Pipelines. Triggers on: dagster pipeline creator, dagster pipeline creator Part of the Data Pipelines skill category. Use when working with dagster pipeline creator functionality. Trigger with phrases like "dagster pipeline creator", "dagster creator", "dagster".

Process data augmentation pipeline operations. Auto-activating skill for ML Training. Triggers on: data augmentation pipeline, data augmentation pipeline Part of the ML Training skill category. Use when working with data augmentation pipeline functionality. Trigger with phrases like "data augmentation pipeline", "data pipeline", "data".

Profile database query profiler operations. Auto-activating skill for Performance Testing. Triggers on: database query profiler, database query profiler Part of the Performance Testing skill category. Use when working with database query profiler functionality. Trigger with phrases like "database query profiler", "database profiler", "database".

Generate definition of done generator operations. Auto-activating skill for Enterprise Workflows. Triggers on: definition of done generator, definition of done generator Part of the Enterprise Workflows skill category. Use when working with definition of done generator functionality. Trigger with phrases like "definition of done generator", "definition generator", "definition".

Generate deprecation notice generator operations. Auto-activating skill for Technical Documentation. Triggers on: deprecation notice generator, deprecation notice generator Part of the Technical Documentation skill category. Use when working with deprecation notice generator functionality. Trigger with phrases like "deprecation notice generator", "deprecation generator", "deprecation".

Generate discord bot generator operations. Auto-activating skill for Business Automation. Triggers on: discord bot generator, discord bot generator Part of the Business Automation skill category. Use when working with discord bot generator functionality. Trigger with phrases like "discord bot generator", "discord generator", "discord".

Configure distributed training setup operations. Auto-activating skill for ML Training. Triggers on: distributed training setup, distributed training setup Part of the ML Training skill category. Use when working with distributed training setup functionality. Trigger with phrases like "distributed training setup", "distributed setup", "distributed".

Configure docusaurus config setup operations. Auto-activating skill for Technical Documentation. Triggers on: docusaurus config setup, docusaurus config setup Part of the Technical Documentation skill category. Use when configuring systems or services. Trigger with phrases like "docusaurus config setup", "docusaurus setup", "docusaurus".

Manage elasticsearch index manager operations. Auto-activating skill for DevOps Advanced. Triggers on: elasticsearch index manager, elasticsearch index manager Part of the DevOps Advanced skill category. Use when working with elasticsearch index manager functionality. Trigger with phrases like "elasticsearch index manager", "elasticsearch manager", "elasticsearch".

Manage environment variables handler operations. Auto-activating skill for DevOps Basics. Triggers on: environment variables handler, environment variables handler Part of the DevOps Basics skill category. Use when working with environment variables handler functionality. Trigger with phrases like "environment variables handler", "environment handler", "environment".

Generate excel formula generator operations. Auto-activating skill for Business Automation. Triggers on: excel formula generator, excel formula generator Part of the Business Automation skill category. Use when working with excel formula generator functionality. Trigger with phrases like "excel formula generator", "excel generator", "excel".

Create executive summary creator operations. Auto-activating skill for Enterprise Workflows. Triggers on: executive summary creator, executive summary creator Part of the Enterprise Workflows skill category. Use when working with executive summary creator functionality. Trigger with phrases like "executive summary creator", "executive creator", "executive".

Configure Fathom webhooks for real-time meeting notifications. Use when setting up automated meeting processing, receiving real-time transcripts, or triggering workflows when meetings complete. Trigger with phrases like "fathom webhook", "fathom notifications", "fathom real-time", "fathom event handler".

Configure with feature engineering helper operations. Auto-activating skill for ML Training. Triggers on: feature engineering helper, feature engineering helper Part of the ML Training skill category. Use when working with feature engineering helper functionality. Trigger with phrases like "feature engineering helper", "feature helper", "feature".

Analyze feature importance analyzer operations. Auto-activating skill for ML Training. Triggers on: feature importance analyzer, feature importance analyzer Part of the ML Training skill category. Use when analyzing or auditing feature importance analyzer. Trigger with phrases like "feature importance analyzer", "feature analyzer", "analyze feature importance r".

Execute feature store connector operations. Auto-activating skill for ML Deployment. Triggers on: feature store connector, feature store connector Part of the ML Deployment skill category. Use when working with feature store connector functionality. Trigger with phrases like "feature store connector", "feature connector", "feature".

Set up your first fundraise pipeline in Finta with investors and deal stages. Use when starting a new fundraise, importing investor lists, or learning Finta's pipeline management features. Trigger with phrases like "finta hello world", "finta first pipeline", "start fundraise in finta", "finta quick start".

Handle Finta platform updates and data migration. Trigger with phrases like "finta upgrade", "finta migration".

Generate flame graph generator operations. Auto-activating skill for Performance Testing. Triggers on: flame graph generator, flame graph generator Part of the Performance Testing skill category. Use when working with flame graph generator functionality. Trigger with phrases like "flame graph generator", "flame generator", "flame".

Set up observability for Flexport logistics integrations with metrics, structured logging, distributed tracing, and alerting dashboards. Trigger: "flexport monitoring", "flexport observability", "flexport metrics", "flexport alerts".

Execute Fly.io production deployment checklist with health checks, auto-scaling, monitoring, and rollback procedures. Trigger: "fly.io production", "fly.io go-live", "fly.io prod checklist".

Create gatling scenario creator operations. Auto-activating skill for Performance Testing. Triggers on: gatling scenario creator, gatling scenario creator Part of the Performance Testing skill category. Use when working with gatling scenario creator functionality. Trigger with phrases like "gatling scenario creator", "gatling creator", "gatling".

Create github issue creator operations. Auto-activating skill for Enterprise Workflows. Triggers on: github issue creator, github issue creator Part of the Enterprise Workflows skill category. Use when working with github issue creator functionality. Trigger with phrases like "github issue creator", "github creator", "github".

Configure github project setup operations. Auto-activating skill for Enterprise Workflows. Triggers on: github project setup, github project setup Part of the Enterprise Workflows skill category. Use when working with github project setup functionality. Trigger with phrases like "github project setup", "github setup", "github".

PII filtering: strip emails, phone numbers, SSNs from document body before indexing. Trigger: "glean data handling", "data-handling".

Index documents into Glean and search them back using the Indexing and Client APIs. Use when starting a new Glean custom connector, testing search quality, or learning the index/search pattern. Trigger: "glean hello world", "glean example", "glean index document", "glean search".

Triage: Is search returning results? Check Glean status page. Trigger: "glean incident runbook", "incident-runbook".

Manage google sheets automation operations. Auto-activating skill for Business Automation. Triggers on: google sheets automation, google sheets automation Part of the Business Automation skill category. Use when working with google sheets automation functionality. Trigger with phrases like "google sheets automation", "google automation", "google".

Generate governance checklist generator operations. Auto-activating skill for Enterprise Workflows. Triggers on: governance checklist generator, governance checklist generator Part of the Enterprise Workflows skill category. Use when working with governance checklist generator functionality. Trigger with phrases like "governance checklist generator", "governance generator", "governance".

Configure with gradient clipping helper operations. Auto-activating skill for ML Training. Triggers on: gradient clipping helper, gradient clipping helper Part of the ML Training skill category. Use when working with gradient clipping helper functionality. Trigger with phrases like "gradient clipping helper", "gradient helper", "gradient".

Implement Grammarly reference architecture with best-practice project layout. Use when designing new Grammarly integrations, reviewing project structure, or establishing architecture standards for Grammarly applications. Trigger with phrases like "grammarly architecture", "grammarly best practices", "grammarly project structure", "how to organize grammarly", "grammarly layout".

Implement Grammarly webhook signature validation and event handling. Use when setting up webhook endpoints, implementing signature verification, or handling Grammarly event notifications securely. Trigger with phrases like "grammarly webhook", "grammarly events", "grammarly webhook signature", "handle grammarly events", "grammarly notifications".

Use when asked to build a product roadmap, prioritize a backlog, decide what to build next, or sequence a list of feature ideas. Examples: "what should we build next", "prioritize this backlog", "make a roadmap", "RICE score these features".

Implement Hex reference architecture with best-practice project layout. Use when designing new Hex integrations, reviewing project structure, or establishing architecture standards for Hex applications. Trigger with phrases like "hex architecture", "hex best practices", "hex project structure", "how to organize hex", "hex layout".

Configure with impact analysis helper operations. Auto-activating skill for Enterprise Workflows. Triggers on: impact analysis helper, impact analysis helper Part of the Enterprise Workflows skill category. Use when working with impact analysis helper functionality. Trigger with phrases like "impact analysis helper", "impact helper", "impact".

Manage incident postmortem template operations. Auto-activating skill for Technical Documentation. Triggers on: incident postmortem template, incident postmortem template Part of the Technical Documentation skill category. Use when working with incident postmortem template functionality. Trigger with phrases like "incident postmortem template", "incident template", "incident".

Configure incremental load setup operations. Auto-activating skill for Data Pipelines. Triggers on: incremental load setup, incremental load setup Part of the Data Pipelines skill category. Use when working with incremental load setup functionality. Trigger with phrases like "incremental load setup", "incremental setup", "incremental".

Profile inference latency profiler operations. Auto-activating skill for ML Deployment. Triggers on: inference latency profiler, inference latency profiler Part of the ML Deployment skill category. Use when working with inference latency profiler functionality. Trigger with phrases like "inference latency profiler", "inference profiler", "inference".

Create installation guide creator operations. Auto-activating skill for Technical Documentation. Triggers on: installation guide creator, installation guide creator Part of the Technical Documentation skill category. Use when working with installation guide creator functionality. Trigger with phrases like "installation guide creator", "installation creator", "installation".

Generate jira ticket generator operations. Auto-activating skill for Enterprise Workflows. Triggers on: jira ticket generator, jira ticket generator Part of the Enterprise Workflows skill category. Use when working with jira ticket generator functionality. Trigger with phrases like "jira ticket generator", "jira generator", "jira".

Create jira workflow creator operations. Auto-activating skill for Enterprise Workflows. Triggers on: jira workflow creator, jira workflow creator Part of the Enterprise Workflows skill category. Use when working with jira workflow creator functionality. Trigger with phrases like "jira workflow creator", "jira creator", "jira".

Generate jsdoc comment generator operations. Auto-activating skill for Technical Documentation. Triggers on: jsdoc comment generator, jsdoc comment generator Part of the Technical Documentation skill category. Use when working with jsdoc comment generator functionality. Trigger with phrases like "jsdoc comment generator", "jsdoc generator", "jsdoc".

Manage learning rate scheduler operations. Auto-activating skill for ML Training. Triggers on: learning rate scheduler, learning rate scheduler Part of the ML Training skill category. Use when working with learning rate scheduler functionality. Trigger with phrases like "learning rate scheduler", "learning scheduler", "learning".

Generate linear issue generator operations. Auto-activating skill for Enterprise Workflows. Triggers on: linear issue generator, linear issue generator Part of the Enterprise Workflows skill category. Use when working with linear issue generator functionality. Trigger with phrases like "linear issue generator", "linear generator", "linear".

Prod Checklist for Lucidchart. Trigger: "lucidchart prod checklist".

Reference Architecture for Lucidchart. Trigger: "lucidchart reference architecture".