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Use when starting any conversation - establishes mandatory workflows for finding and using skills, including using Skill tool before announcing usage, following brainstorming before coding, and creating TodoWrite todos for checklists

Access USPTO APIs for patent/trademark searches, examination history (PEDS), assignments, citations, office actions, TSDR, for IP analysis and prior art searches.

Master the uv package manager for fast Python dependency management, virtual environments, and modern Python project workflows. Use when setting up Python projects, managing dependencies, or optimizing Python development workflows with uv.

AI skill for automated design audits. Evaluate interfaces against proven UX principles for visual hierarchy, accessibility, cognitive load, navigation, and more. Based on Making UX Decisions by Tommy Geoco.

Minimalist UX/Interaction Audit Expert that deconstructs complex interactions through cognitive load and operational efficiency lenses. Use this skill when you need to perform a UX walkthrough audit on a Figma prototype or web interface, evaluating usability based on principles

AI skill for the Making UX Decisions framework (uxdecisions.com) by Tommy Geoco. Use for UI/UX design decisions, design audits, pattern selection, visual hierarchy analysis, and reviewing designs for completeness. Enables rapid, intentional interface design with checklists for

User experience and interface design specialist

UX research and design toolkit for Senior UX Designer/Researcher including data-driven persona generation, journey mapping, usability testing frameworks, and research synthesis. Use for user research, persona creation, journey mapping, and design validation.

Create user-centered, accessible interface copy (microcopy) for digital products including buttons, labels, error messages, notifications, forms, onboarding, empty states, success messages, and help text. Use when writing or editing any text that appears in apps, websites, or

CLI modernization and hooks system enhancement for claude-flow v3. Implements interactive prompts, command decomposition, enhanced hooks integration, and intelligent workflow automation.

Core module implementation for claude-flow v3. Implements DDD domains, clean architecture patterns, dependency injection, and modular TypeScript codebase with comprehensive testing.

Domain-Driven Design architecture for claude-flow v3. Implements modular, bounded context architecture with clean separation of concerns and microkernel pattern.

Deep agentic-flow@alpha integration implementing ADR-001. Eliminates 10,000+ duplicate lines by building claude-flow as specialized extension rather than parallel implementation.

MCP server optimization and transport layer enhancement for claude-flow v3. Implements connection pooling, load balancing, tool registry optimization, and performance monitoring for sub-100ms response times.

Unify 6+ memory systems into AgentDB with HNSW indexing for 150x-12,500x search improvements. Implements ADR-006 (Unified Memory Service) and ADR-009 (Hybrid Memory Backend).

Achieve aggressive v3 performance targets: 2.49x-7.47x Flash Attention speedup, 150x-12,500x search improvements, 50-75% memory reduction. Comprehensive benchmarking and optimization suite.

Complete security architecture overhaul for claude-flow v3. Addresses critical CVEs (CVE-1, CVE-2, CVE-3) and implements secure-by-default patterns. Use for security-first v3 implementation.

15-agent hierarchical mesh coordination for v3 implementation. Orchestrates parallel execution across security, core, and integration domains following 10 ADRs with 14-week timeline.

Use this skill for processing and analyzing large tabular datasets (billions of rows) that exceed available RAM. Vaex excels at out-of-core DataFrame operations, lazy evaluation, fast aggregations, efficient visualization of big data, and machine learning on large datasets.

Validate iPlug2 plugin builds using format-specific validators (auval, pluginval, vstvalidator, clap-validator) (project)

Validation agent that validates plan tech choices against current best practices

Validate voxtype binaries for CPU instruction contamination. Use when checking release binaries for AVX-512 or GFNI instruction leaks that would crash on older CPUs.

Validates and registers hook manifest files (YAML) in the Hook Registry for versioned hook management.

Validates skills in this repo against agentskills.io spec and Claude Code best practices. Use via /validate-skills command.

Run TypeScript compiler type-checking (tsc --noEmit) to validate type safety and catch type errors. Works with any TypeScript project. Returns structured output with error counts, categories (type/syntax/import errors), and affected files. Used for quality gates and pre-commit

Validate API responses against schemas to ensure contract compliance and data integrity.\nUse when ensuring API response correctness.\nTrigger with phrases like \

Validate API schemas against OpenAPI, JSON Schema, and GraphQL specifications.\nUse when validating API schemas and contracts.\nTrigger with phrases like \

This skill enables Claude to validate Cross-Origin Resource Sharing (CORS) policies. It uses the cors-policy-validator plugin to analyze CORS configurations and identify potential security vulnerabilities. Use this skill when the user requests to \

This skill helps to identify Cross-Site Request Forgery (CSRF) vulnerabilities in web applications. It validates the implementation of CSRF protection mechanisms, such as synchronizer tokens, double-submit cookies, SameSite attributes, and origin validation. Use this skill when

This skill enables Claude to validate application performance against defined budgets. It's useful for identifying performance regressions early in the development lifecycle. The skill is triggered when the user mentions \

AI image, video, and music generation. Flux, Veo 3.1, Suno V5.

Decompose financial variances into drivers with narrative explanations and waterfall analysis. Use when analyzing budget vs. actual, period-over-period changes, revenue or expense variances, or preparing variance commentary for leadership.

Find similar vulnerabilities and bugs across codebases using pattern-based analysis. Use when hunting bug variants, building CodeQL/Semgrep queries, analyzing security vulnerabilities, or performing systematic code audits after finding an initial issue.

Execute Vast.ai primary workflow: Core Workflow A.\nUse when implementing primary use case,\nbuilding main features, or core integration tasks.\nTrigger with phrases like \

Execute Vast.ai secondary workflow: Core Workflow B.\nUse when implementing secondary use case,\nor complementing primary workflow.\nTrigger with phrases like \

Optimize Vast.ai costs through tier selection, sampling, and usage monitoring.\nUse when analyzing Vast.ai billing, reducing API costs,\nor implementing usage monitoring and budget alerts.\nTrigger with phrases like \

Implement Vast.ai PII handling, data retention, and GDPR/CCPA compliance patterns.\nUse when handling sensitive data, implementing data redaction, configuring retention policies,\nor ensuring compliance with privacy regulations for Vast.ai integrations.\nTrigger with phrases

Collect Vast.ai debug evidence for support tickets and troubleshooting.\nUse when encountering persistent issues, preparing support tickets,\nor collecting diagnostic information for Vast.ai problems.\nTrigger with phrases like \

Configure Vast.ai enterprise SSO, role-based access control, and organization management.\nUse when implementing SSO integration, configuring role-based permissions,\nor setting up organization-level controls for Vast.ai.\nTrigger with phrases like \

Install and configure Vast.ai SDK/CLI authentication.\nUse when setting up a new Vast.ai integration, configuring API keys,\nor initializing Vast.ai in your project.\nTrigger with phrases like \

Configure Vast.ai local development with hot reload and testing.\nUse when setting up a development environment, configuring test workflows,\nor establishing a fast iteration cycle with Vast.ai.\nTrigger with phrases like \

Execute Vast.ai major re-architecture and migration strategies with strangler fig pattern.\nUse when migrating to or from Vast.ai, performing major version upgrades,\nor re-platforming existing integrations to Vast.ai.\nTrigger with phrases like \

Set up comprehensive observability for Vast.ai integrations with metrics, traces, and alerts.\nUse when implementing monitoring for Vast.ai operations, setting up dashboards,\nor configuring alerting for Vast.ai integration health.\nTrigger with phrases like \

Execute Vast.ai production deployment checklist and rollback procedures.\nUse when deploying Vast.ai integrations to production, preparing for launch,\nor implementing go-live procedures.\nTrigger with phrases like \

Implement Vast.ai rate limiting, backoff, and idempotency patterns.\nUse when handling rate limit errors, implementing retry logic,\nor optimizing API request throughput for Vast.ai.\nTrigger with phrases like \

Implement Vast.ai reference architecture with best-practice project layout.\nUse when designing new Vast.ai integrations, reviewing project structure,\nor establishing architecture standards for Vast.ai applications.\nTrigger with phrases like \

Apply Vast.ai security best practices for secrets and access control.\nUse when securing API keys, implementing least privilege access,\nor auditing Vast.ai security configuration.\nTrigger with phrases like \

Analyze, plan, and execute Vast.ai SDK upgrades with breaking change detection.\nUse when upgrading Vast.ai SDK versions, detecting deprecations,\nor migrating to new API versions.\nTrigger with phrases like \