Validate session security checker operations. Auto-activating skill for Security Fundamentals. Triggers on: session security checker, session security checker Part of the Security Fundamentals skill category. Use when working with session security checker functionality. Trigger with phrases like "session security checker", "session checker", "session".

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

Validate soc2 compliance checker operations. Auto-activating skill for Security Advanced. Triggers on: soc2 compliance checker, soc2 compliance checker Part of the Security Advanced skill category. Use when working with soc2 compliance checker functionality. Trigger with phrases like "soc2 compliance checker", "soc2 checker", "soc2".

Manage sorting parameter handler operations. Auto-activating skill for API Development. Triggers on: sorting parameter handler, sorting parameter handler Part of the API Development skill category. Use when working with sorting parameter handler functionality. Trigger with phrases like "sorting parameter handler", "sorting handler", "sorting".

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

Detect sql injection detector operations. Auto-activating skill for Security Fundamentals. Triggers on: sql injection detector, sql injection detector Part of the Security Fundamentals skill category. Use when working with sql injection detector functionality. Trigger with phrases like "sql injection detector", "sql detector", "sql".

Generate sql migration generator operations. Auto-activating skill for Backend Development. Triggers on: sql migration generator, sql migration generator Part of the Backend Development skill category. Use when working with sql migration generator functionality. Trigger with phrases like "sql migration generator", "sql generator", "sql".

Fix WebContainer and StackBlitz errors: COOP/COEP, SharedArrayBuffer, boot failures. Use when WebContainers fail to boot, embeds don't load, or processes crash inside WebContainers. Trigger: "stackblitz error", "webcontainer error", "SharedArrayBuffer not defined".

Embed StackBlitz projects and manage WebContainer snapshots for sharing. Use when embedding code playgrounds in docs, creating shareable examples, or building interactive tutorials with StackBlitz. Trigger: "embed stackblitz", "stackblitz embed", "stackblitz share project".

Boot a WebContainer, mount files, install npm packages, and run a dev server in the browser. Use when learning WebContainers, building browser-based IDEs, or running Node.js without a backend server. Trigger: "stackblitz hello world", "webcontainer example", "run node in browser".

Configure local development for WebContainer applications with hot reload and testing. Use when building browser-based IDEs, testing WebContainer file operations, or setting up development workflows for WebContainer projects. Trigger: "stackblitz dev setup", "webcontainer local", "test webcontainers locally".

Manage status code recommender operations. Auto-activating skill for API Development. Triggers on: status code recommender, status code recommender Part of the API Development skill category. Use when working with status code recommender functionality. Trigger with phrases like "status code recommender", "status recommender", "status".

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

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

Configure with styled components helper operations. Auto-activating skill for Frontend Development. Triggers on: styled components helper, styled components helper Part of the Frontend Development skill category. Use when working with styled components helper functionality. Trigger with phrases like "styled components helper", "styled helper", "styled".

Optimize tailwind class optimizer operations. Auto-activating skill for Frontend Development. Triggers on: tailwind class optimizer, tailwind class optimizer Part of the Frontend Development skill category. Use when working with tailwind class optimizer functionality. Trigger with phrases like "tailwind class optimizer", "tailwind optimizer", "tailwind".

Analyze technical diagram analyzer operations. Auto-activating skill for Visual Content. Triggers on: technical diagram analyzer, technical diagram analyzer Part of the Visual Content skill category. Use when analyzing or auditing technical diagram analyzer. Trigger with phrases like "technical diagram analyzer", "technical analyzer", "analyze technical diagram r".

Capture a screenshot with Snagit COM API and produce a Camtasia video. Use when automating screen captures, batch-processing recordings, or building documentation pipelines with TechSmith tools. Trigger: "techsmith hello world, snagit capture, camtasia render".

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

Build tensorflow model trainer operations. Auto-activating skill for ML Training. Triggers on: tensorflow model trainer, tensorflow model trainer Part of the ML Training skill category. Use when working with tensorflow model trainer functionality. Trigger with phrases like "tensorflow model trainer", "tensorflow trainer", "tensorflow".

Create tensorflow savedmodel creator operations. Auto-activating skill for ML Deployment. Triggers on: tensorflow savedmodel creator, tensorflow savedmodel creator Part of the ML Deployment skill category. Use when working with tensorflow savedmodel creator functionality. Trigger with phrases like "tensorflow savedmodel creator", "tensorflow creator", "tensorflow".

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

Create terraform module creator operations. Auto-activating skill for DevOps Advanced. Triggers on: terraform module creator, terraform module creator Part of the DevOps Advanced skill category. Use when working with terraform module creator functionality. Trigger with phrases like "terraform module creator", "terraform creator", "terraform".

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

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

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

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

Together AI ci integration for inference, fine-tuning, and model deployment. Use when working with Together AI's OpenAI-compatible API. Trigger: "together ci integration".

Together AI common errors for inference, fine-tuning, and model deployment. Use when working with Together AI's OpenAI-compatible API. Trigger: "together common errors".

Run inference with Together AI -- chat completions, streaming, and model selection. Use when testing open-source models, comparing model performance, or learning the Together AI API. Trigger: "together hello world, together AI example, run llama".

Together AI local dev loop for inference, fine-tuning, and model deployment. Use when working with Together AI's OpenAI-compatible API. Trigger: "together local dev loop".

Together AI prod checklist for inference, fine-tuning, and model deployment. Use when working with Together AI's OpenAI-compatible API. Trigger: "together prod checklist".

Together AI rate limits for inference, fine-tuning, and model deployment. Use when working with Together AI's OpenAI-compatible API. Trigger: "together rate limits".

Together AI sdk patterns for inference, fine-tuning, and model deployment. Use when working with Together AI's OpenAI-compatible API. Trigger: "together sdk patterns".

Together AI security basics for inference, fine-tuning, and model deployment. Use when working with Together AI's OpenAI-compatible API. Trigger: "together security basics".

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

Use when asked about mobile UI guidelines, touch targets, platform-specific UI rules, or mobile interaction patterns. Examples: "iOS touch targets", "Android UI guidelines", "mobile form design"

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

Generate typeorm entity generator operations. Auto-activating skill for Backend Development. Triggers on: typeorm entity generator, typeorm entity generator Part of the Backend Development skill category. Use when working with typeorm entity generator functionality. Trigger with phrases like "typeorm entity generator", "typeorm generator", "typeorm".

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

Configure vault secrets integrator operations. Auto-activating skill for DevOps Advanced. Triggers on: vault secrets integrator, vault secrets integrator Part of the DevOps Advanced skill category. Use when working with vault secrets integrator functionality. Trigger with phrases like "vault secrets integrator", "vault integrator", "vault".

Configure with versioning strategy helper operations. Auto-activating skill for API Development. Triggers on: versioning strategy helper, versioning strategy helper Part of the API Development skill category. Use when working with versioning strategy helper functionality. Trigger with phrases like "versioning strategy helper", "versioning helper", "versioning".

Create vertex ai pipeline creator operations. Auto-activating skill for GCP Skills. Triggers on: vertex ai pipeline creator, vertex ai pipeline creator Part of the GCP Skills skill category. Use when working with vertex ai pipeline creator functionality. Trigger with phrases like "vertex ai pipeline creator", "vertex creator", "vertex".

Manage visualization best practices operations. Auto-activating skill for Data Analytics. Triggers on: visualization best practices, visualization best practices Part of the Data Analytics skill category. Use when working with visualization best practices functionality. Trigger with phrases like "visualization best practices", "visualization practices", "visualization".

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

Generate vue component generator operations. Auto-activating skill for Frontend Development. Triggers on: vue component generator, vue component generator Part of the Frontend Development skill category. Use when working with vue component generator functionality. Trigger with phrases like "vue component generator", "vue generator", "vue".

Create vue composable creator operations. Auto-activating skill for Frontend Development. Triggers on: vue composable creator, vue composable creator Part of the Frontend Development skill category. Use when working with vue composable creator functionality. Trigger with phrases like "vue composable creator", "vue creator", "vue".

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

Automated SAST + dependency vulnerability scan. Runs Semgrep (code vulnerabilities) and pip-audit (CVE-matched dependencies) and writes a structured JSON report. Use when asked to "scan for vulnerabilities", "run a security scan", "check for CVEs", or "audit dependencies".

Generate webhook receiver generator operations. Auto-activating skill for API Integration. Triggers on: webhook receiver generator, webhook receiver generator Part of the API Integration skill category. Use when working with webhook receiver generator functionality. Trigger with phrases like "webhook receiver generator", "webhook generator", "webhook".

Create webhook sender creator operations. Auto-activating skill for API Integration. Triggers on: webhook sender creator, webhook sender creator Part of the API Integration skill category. Use when working with webhook sender creator functionality. Trigger with phrases like "webhook sender creator", "webhook creator", "webhook".

Validate webhook signature validator operations. Auto-activating skill for API Integration. Triggers on: webhook signature validator, webhook signature validator Part of the API Integration skill category. Use when working with webhook signature validator functionality. Trigger with phrases like "webhook signature validator", "webhook validator", "webhook".

Create websocket client creator operations. Auto-activating skill for API Integration. Triggers on: websocket client creator, websocket client creator Part of the API Integration skill category. Use when working with websocket client creator functionality. Trigger with phrases like "websocket client creator", "websocket creator", "websocket".

Configure websocket handler setup operations. Auto-activating skill for Backend Development. Triggers on: websocket handler setup, websocket handler setup Part of the Backend Development skill category. Use when working with websocket handler setup functionality. Trigger with phrases like "websocket handler setup", "websocket setup", "websocket".

Generate window function generator operations. Auto-activating skill for Data Analytics. Triggers on: window function generator, window function generator Part of the Data Analytics skill category. Use when working with window function generator functionality. Trigger with phrases like "window function generator", "window generator", "window".

Scan xss vulnerability scanner operations. Auto-activating skill for Security Fundamentals. Triggers on: xss vulnerability scanner, xss vulnerability scanner Part of the Security Fundamentals skill category. Use when working with xss vulnerability scanner functionality. Trigger with phrases like "xss vulnerability scanner", "xss scanner", "xss".

Assist with zapier integration helper operations. Auto-activating skill for Business Automation. Triggers on: zapier integration helper, zapier integration helper Part of the Business Automation skill category. Use when working with APIs or building integrations. Trigger with phrases like "zapier integration helper", "zapier helper", "zapier".

Create zustand store creator operations. Auto-activating skill for Frontend Development. Triggers on: zustand store creator, zustand store creator Part of the Frontend Development skill category. Use when working with zustand store creator functionality. Trigger with phrases like "zustand store creator", "zustand creator", "zustand".

Create a b test config creator operations. Auto-activating skill for ML Deployment. Triggers on: a b test config creator, a b test config creator Part of the ML Deployment skill category. Use when writing or running tests. Trigger with phrases like "a b test config creator", "a creator", "a".

Analyze ab test analyzer operations. Auto-activating skill for Data Analytics. Triggers on: ab test analyzer, ab test analyzer Part of the Data Analytics skill category. Use when writing or running tests. Trigger with phrases like "ab test analyzer", "ab analyzer", "analyze ab test r".

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

Configure with aggregation helper operations. Auto-activating skill for Data Analytics. Triggers on: aggregation helper, aggregation helper Part of the Data Analytics skill category. Use when working with aggregation helper functionality. Trigger with phrases like "aggregation helper", "aggregation helper", "aggregation".

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

Configure CI/CD pipeline for Alchemy-powered Web3 applications. Use when setting up automated testing with Hardhat forks, smart contract verification, or testnet deployment pipelines. Trigger: "alchemy CI", "alchemy GitHub Actions", "web3 CI/CD pipeline".

Collect Anima SDK debug evidence for support tickets and troubleshooting. Use when filing Anima support requests, debugging code generation issues, or collecting diagnostic data for the Anima team. Trigger: "anima debug bundle", "anima support ticket", "anima diagnostics".

Implement rate limiting for Anima API code generation requests. Use when batching component generation, handling rate limit errors, or optimizing API throughput for large design systems. Trigger: "anima rate limit", "anima throttling", "anima batch generation".

Secure Anima and Figma tokens for design-to-code pipelines. Use when protecting API credentials, restricting Figma access scope, or hardening CI/CD design automation pipelines. Trigger: "anima security", "anima token safety", "figma token security".

Upgrade @animaapp/anima-sdk versions and handle API changes. Use when upgrading SDK versions, migrating from the Figma plugin workflow to SDK-based automation, or adapting to new Anima API features. Trigger: "anima upgrade", "anima migration", "anima SDK update".

Detect anomaly detector operations. Auto-activating skill for Data Analytics. Triggers on: anomaly detector, anomaly detector Part of the Data Analytics skill category. Use when working with anomaly detector functionality. Trigger with phrases like "anomaly detector", "anomaly detector", "anomaly".

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

Configure api caching strategy operations. Auto-activating skill for API Development. Triggers on: api caching strategy, api caching strategy Part of the API Development skill category. Use when working with APIs or building integrations. Trigger with phrases like "api caching strategy", "api strategy", "api".

Generate api client generator operations. Auto-activating skill for API Integration. Triggers on: api client generator, api client generator Part of the API Integration skill category. Use when working with APIs or building integrations. Trigger with phrases like "api client generator", "api generator", "api".

Create api flow diagram creator operations. Auto-activating skill for Visual Content. Triggers on: api flow diagram creator, api flow diagram creator Part of the Visual Content skill category. Use when working with APIs or building integrations. Trigger with phrases like "api flow diagram creator", "api creator", "api".

Configure api gateway config operations. Auto-activating skill for AWS Skills. Triggers on: api gateway config, api gateway config Part of the AWS Skills skill category. Use when working with APIs or building integrations. Trigger with phrases like "api gateway config", "api config", "api".

Check api health checker operations. Auto-activating skill for API Integration. Triggers on: api health checker, api health checker Part of the API Integration skill category. Use when working with APIs or building integrations. Trigger with phrases like "api health checker", "api checker", "api".

Configure api key auth setup operations. Auto-activating skill for API Development. Triggers on: api key auth setup, api key auth setup Part of the API Development skill category. Use when working with APIs or building integrations. Trigger with phrases like "api key auth setup", "api setup", "api".

Manage api key manager operations. Auto-activating skill for Security Fundamentals. Triggers on: api key manager, api key manager Part of the Security Fundamentals skill category. Use when working with APIs or building integrations. Trigger with phrases like "api key manager", "api manager", "api".

Generate api mock generator operations. Auto-activating skill for API Development. Triggers on: api mock generator, api mock generator Part of the API Development skill category. Use when working with APIs or building integrations. Trigger with phrases like "api mock generator", "api generator", "api".

Configure api rate limiting config operations. Auto-activating skill for API Development. Triggers on: api rate limiting config, api rate limiting config Part of the API Development skill category. Use when working with APIs or building integrations. Trigger with phrases like "api rate limiting config", "api config", "api".

Configure api response cacher operations. Auto-activating skill for API Integration. Triggers on: api response cacher, api response cacher Part of the API Integration skill category. Use when working with APIs or building integrations. Trigger with phrases like "api response cacher", "api cacher", "api".

Generate api test generator operations. Auto-activating skill for Test Automation. Triggers on: api test generator, api test generator Part of the Test Automation skill category. Use when working with APIs or building integrations. Trigger with phrases like "api test generator", "api generator", "api".

Use when testing HTTP endpoints, probing URLs for status and headers, or running declarative API test suites from plain text files

Assist with api testing helper operations. Auto-activating skill for API Development. Triggers on: api testing helper, api testing helper Part of the API Development skill category. Use when working with APIs or building integrations. Trigger with phrases like "api testing helper", "api helper", "api".

Configure api throttling setup operations. Auto-activating skill for API Development. Triggers on: api throttling setup, api throttling setup Part of the API Development skill category. Use when working with APIs or building integrations. Trigger with phrases like "api throttling setup", "api setup", "api".

Configure CI/CD pipeline for AppFolio property management integrations. Trigger: "appfolio CI".

Diagnose and fix common AppFolio API integration errors. Trigger: "appfolio error".

Set up local development for AppFolio property management API integration. Trigger: "appfolio local dev".

Production readiness checklist for AppFolio integrations. Trigger: "appfolio production checklist".

Handle AppFolio API rate limits with throttling and backoff. Trigger: "appfolio rate limit".

Apply production-ready patterns for AppFolio REST API integration. Trigger: "appfolio patterns".

Run Apple Notes automation in CI on macOS runners. Trigger: "apple notes CI".

Diagnose and fix common Apple Notes automation errors. Trigger: "apple notes error".

Apple Notes cost optimization — it is free, focus on iCloud storage management. Trigger: "apple notes cost".

Handle Apple Notes data formats: HTML body, attachments, and rich content. Trigger: "apple notes data handling".

Deploy Apple Notes automation as a local macOS service. Trigger: "apple notes deploy".

Implement access control for multi-user Apple Notes automation. Trigger: "apple notes access control".