Generates Supabase database migrations, writes RLS policies with auth.uid(), configures auth integration, and generates TypeScript types. Use when creating tables, writing migrations, configuring RLS, or implementing Supabase auth.

Review UI code for Web Interface Guidelines compliance. Use when asked to "review my UI", "check accessibility", "audit design", "review UX", or "check my site against best practices".

Debug AI suggestion quality, context issues, and code generation problems in Cursor. Triggers on "debug cursor ai", "cursor suggestions wrong", "bad cursor completion", "cursor ai debug", "cursor hallucination".

Use Claygent AI research and AI-powered personalization to generate outreach copy from enriched data. Use when writing personalized email openers, running Claygent research prompts, or configuring AI columns for campaign personalization at scale. Trigger with phrases like "clay AI personalization", "claygent research", "clay outreach copy", "clay secondary workflow", "clay AI column".

Collect Apollo.io debug evidence for support. Use when preparing support tickets, documenting issues, or gathering diagnostic information for Apollo problems. Trigger with phrases like "apollo debug", "apollo support bundle", "collect apollo diagnostics", "apollo troubleshooting info".

Rules for charts and visualization. Use when the user asks for charts, graphs, plots, or visual representations (line, bar, pie, timeseries).

Create automatically creates new AI assistant code plugins with proper structure, validation, and marketplace integration when user mentions creating a plugin, new plugin, or plugin from template. specific to AI assistant-code-plugins repository workflow. Use when generating or creating new content. Trigger with phrases like 'generate', 'create', or 'scaffold'.

Execute use when you need to work with Ansible automation. This skill provides Ansible playbook creation with comprehensive guidance and automation. Trigger with phrases like "create Ansible playbook", "automate with Ansible", or "configure with Ansible".

Software Bill of Materials (SBOM) security analysis for vulnerability assessment and third-party risk management. Validates SBOMs from vendors or generates SBOMs for internal projects. Use this skill when: - User asks to analyze an SBOM file - User mentions "third-party risk" or "vendor security" - User needs to validate a supplier's SBOM - User wants to check SBOM for vulnerabilities - User asks about CycloneDX or SPDX formats

Infrastructure as Code security scanning for Terraform, Kubernetes, CloudFormation, and Azure ARM. Detects misconfigurations, security risks, and compliance violations before deployment. Use when: - User asks to scan Terraform files or modules - User mentions "infrastructure security" or "IaC scan" - User is working with Kubernetes manifests - User asks about CloudFormation or ARM template security - Agent is generating or modifying infrastructure code

Process use when you need to work with schema comparison. This skill provides database schema diff and sync with comprehensive guidance and automation. Trigger with phrases like "compare schemas", "diff databases", or "sync database schemas".

Execute create, select, and transform features to improve machine learning model performance. Handles feature scaling, encoding, and importance analysis. Use when asked to "engineer features" or "select features". Trigger with relevant phrases based on skill purpose.

Validate AI/ML models and datasets for bias, fairness, and ethical concerns. Use when auditing AI systems for ethical compliance, fairness assessment, or bias detection. Trigger with phrases like "evaluate model fairness", "check for bias", or "validate AI ethics".

Generate Architecture Decision Records that capture the reasoning behind technical decisions. Use when the user asks to "create an ADR", "document a decision", "record why we chose X", or discusses architectural trade-offs worth preserving.

Guide Claude on integrating third-party Web Components and React components from npm into Vaadin 25 Flow applications. This skill should be used when the user asks to "integrate a web component", "wrap a web component", "third-party component", "@Tag", "@NpmPackage", "@JsModule", "@DomEvent", "@EventData", "@Synchronize", "integrate a React component", "wrap a React component", "ReactAdapterComponent", "ReactAdapterElement", "npm component", "PropertyDescriptor", "callJsFunction", "synchronize properties", or "listen to DOM events".

Guide Claude on using Vaadin 25 HorizontalLayout and VerticalLayout correctly. This skill should be used when the user asks to "create a layout", "arrange components", "align items", "fix layout sizing", "use HorizontalLayout", "use VerticalLayout", or needs help with spacing, padding, margins, flex-grow, flex-shrink, or alignment in Vaadin Flow views. Also trigger when debugging layout issues like components shrinking unexpectedly or overflowing their container, or when choosing between layout components (HorizontalLayout vs VerticalLayout vs FlexLayout vs AppLayout).

Guide Claude on building forms with Binder and robust validation in Vaadin 25 Flow. This skill should be used when the user asks to "create a form", "bind fields", "validate input", "use Binder", "use BeanValidationBinder", "add validation", "convert field values", "handle form submission", "cross-field validation", or needs help with field binding, converters, required fields, custom validators, or form error handling in Vaadin Flow.

Guide Claude on using Vaadin 25 data providers efficiently for Grid, ComboBox, and other listing components. This skill should be used when the user asks to "load data into a grid", "use a data provider", "lazy load data", "paginate grid data", "filter a grid", "sort a grid", "use setItems", "use CallbackDataProvider", "bind a Spring service to a grid", "use setItemsPageable", or needs help with in-memory vs lazy data binding, filtering, sorting, or custom data providers in Vaadin Flow.

Documentation creation criteria including PRD, ADR, Design Doc, and Work Plan requirements with templates. Use when creating or reviewing technical documents, or determining which documents are required.

Retrospective meta-skill for the `repo-visuals` skill. Reads accumulated evaluation logs from past runs, spots patterns (recurring low-score criteria, repeated iteration failures, unsatisfied requests), consults other expert skills (skill-creator, frontend-design, etc.) where relevant, and proposes concrete edits to `repo-visuals/SKILL.md` as a reviewable diff. Runs on-demand, not per run.